@article{GeMeyerSchoeningetal.2000,
  author    = {Ge, B. and Meyer, T. and Sch{\"o}ning, Michael Josef and Wollenberger, U. and Lisdat, F.,},
  title     = {Cytochrome c' from Chromatium vinosum on gold electrodes},
  series = {Electrochemistry Communications. 2 (2000), H. 8},
  journal   = {Electrochemistry Communications. 2 (2000), H. 8},
  isbn      = {1388-2481},
  pages     = {557 -- 561},
  year      = {2000},
  language  = {en}
}
@phdthesis{Geenen2013,
  author    = {Geenen, Eva-Maria},
  title     = {Studies of Epstein-Barr virus EBNA2 and its interactions with host cell factors},
  publisher = {Universit{\´e} de Grenoble},
  address   = {Grenoble},
  pages     = {125 S.},
  year      = {2013},
  language  = {en}
}
@article{GeierBialonskiElgeretal.2015,
  author    = {Geier, Christian and Bialonski, Stephan and Elger, Christian E. and Lehnertz, Klaus},
  title     = {How important is the seizure onset zone for seizure dynamics?},
  series = {Seizure},
  volume    = {25},
  journal   = {Seizure},
  issn      = {1059-1311},
  doi       = {10.1016/j.seizure.2014.10.013},
  pages     = {160 -- 166},
  year      = {2015},
  language  = {en}
}
@article{GeierLehnertzBialonski2015,
  author    = {Geier, Christian and Lehnertz, Klaus and Bialonski, Stephan},
  title     = {Time-dependent degree-degree correlations in epileptic brain networks: from assortative to dissortative mixing},
  series = {Frontiers in Human Neuroscience},
  journal   = {Frontiers in Human Neuroscience},
  publisher = {Frontiers Research Foundation},
  address   = {Lausanne},
  issn      = {1662-5161},
  doi       = {10.3389/fnhum.2015.00462},
  year      = {2015},
  language  = {en}
}
@article{GerhardsBelloumBerretzetal.2010,
  author    = {Gerhards, M. and Belloum, A. and Berretz, F. and Sander, Volker and Skorupa, S.},
  title     = {A history-tracing XML-based provenance framework for workflows},
  isbn      = {978-1-4244-8989-3},
  pages     = {1 -- 10},
  year      = {2010},
  language  = {en}
}
@article{GerhardsSkorupaSanderetal.2011,
  author    = {Gerhards, M. and Skorupa, S. and Sander, Volker and Belloum, A. and Vesunin, D. and Benabdelkader, A.},
  title     = {HisT/PLIER : A Two-Fold Provenance Approach for Grid-Enabled Scientific Workflows Using WS-VLAM},
  series = {12th IEEE/ACM International Conference on Grid Computing (GRID), 2011},
  journal   = {12th IEEE/ACM International Conference on Grid Computing (GRID), 2011},
  publisher = {IEEE},
  address   = {New York},
  doi       = {10.1109/Grid.2011.39},
  pages     = {224 -- 225},
  year      = {2011},
  language  = {en}
}
@article{GerhardsSkorupaSanderetal.2011,
  author    = {Gerhards, M. and Skorupa, S. and Sander, Volker and Pfeiffer, P. and Belloum, A.},
  title     = {Towards a security framework for a WS-HumanTask processor},
  series = {7th International Conference on Network and Service Management (CNSM), 2011 Paris},
  journal   = {7th International Conference on Network and Service Management (CNSM), 2011 Paris},
  publisher = {IEEE},
  address   = {New York},
  isbn      = {978-3-901882-44-9},
  pages     = {1 -- 5},
  year      = {2011},
  language  = {en}
}
@inproceedings{GerhardsSanderBelloum2013,
  author    = {Gerhards, Michael and Sander, Volker and Belloum, Adam},
  title     = {Seamlessly enabling the use of cloud resources in workflows},
  series = {Cloud Computing 2013 : The Fourth International Conference on Cloud Computing, GRIDs, and Virtualization : May 27 - June 1, 2013 - Valencia, Spain},
  booktitle = {Cloud Computing 2013 : The Fourth International Conference on Cloud Computing, GRIDs, and Virtualization : May 27 - June 1, 2013 - Valencia, Spain},
  publisher = {Curren},
  address   = {Red Hook, NY},
  organization    = {International Conference on Cloud Computing, GRIDs, and Virtualization <4, 2013, Valencia>},
  isbn      = {978-1-61208-271-4},
  pages     = {108 -- 114},
  year      = {2013},
  language  = {en}
}
@inproceedings{GerhardsSanderBelloum2012,
  author    = {Gerhards, Michael and Sander, Volker and Belloum, Adam},
  title     = {About the flexible Migration of Workflow Tasks to Clouds : Combining on- and off-premise Executions of Applications},
  series = {CLOUD COMPUTING 2012 : The Third International Conference on Cloud Computing, GRIDs, and Virtualization ; July 22-27, 2012 - Nice, France},
  booktitle = {CLOUD COMPUTING 2012 : The Third International Conference on Cloud Computing, GRIDs, and Virtualization ; July 22-27, 2012 - Nice, France},
  editor    = {Zimmermann, Wolf and Lee, Yong Woo and Demchenko, Yuri},
  publisher = {IARIA Journals},
  isbn      = {978-1-61208-216-5},
  pages     = {82 -- 87},
  year      = {2012},
  abstract  = {An increasing number of applications target their executions on specific hardware like general purpose Graphics Processing Units. Some Cloud Computing providers offer this specific hardware so that organizations can rent such resources. However, outsourcing the whole application to the Cloud causes avoidable costs if only some parts of the application benefit from the specific expensive hardware. A partial execution of applications in the Cloud is a tradeoff between costs and efficiency. This paper addresses the demand for a consistent framework that allows for a mixture of on- and off-premise calculations by migrating only specific parts to a Cloud. It uses the concept of workflows to present how individual workflow tasks can be migrated to the Cloud whereas the remaining tasks are executed on-premise.},
  language  = {en}
}
@article{GerhardsSanderZivkovicetal.2020,
  author    = {Gerhards, Michael and Sander, Volker and Zivkovic, Miroslav and Belloum, Adam and Bubak, Marian},
  title     = {New approach to allocation planning of many-task workflows on clouds},
  series = {Concurrency and Computation: Practice and Experience},
  volume    = {32},
  journal   = {Concurrency and Computation: Practice and Experience},
  number    = {2 Article e5404},
  publisher = {Wiley},
  address   = {Chichester},
  issn      = {1532-0634},
  doi       = {10.1002/cpe.5404},
  pages     = {1 -- 16},
  year      = {2020},
  abstract  = {Experience has shown that a priori created static resource allocation plans are vulnerable to runtime deviations and hence often become uneconomic or highly exceed a predefined soft deadline. The assumption of constant task execution times during allocation planning is even more unlikely in a cloud environment where virtualized resources vary in performance. Revising the initially created resource allocation plan at runtime allows the scheduler to react on deviations between planning and execution. Such an adaptive rescheduling of a many-task application workflow is only feasible, when the planning time can be handled efficiently at runtime. In this paper, we present the static low-complexity resource allocation planning algorithm (LCP) applicable to efficiently schedule many-task scientific application workflows on cloud resources of different capabilities. The benefits of the presented algorithm are benchmarked against alternative approaches. The benchmark results show that LCP is not only able to compete against higher complexity algorithms in terms of planned costs and planned makespan but also outperforms them significantly by magnitudes of 2 to 160 in terms of required planning time. Hence, LCP is superior in terms of practical usability where low planning time is essential such as in our targeted online rescheduling scenario.},
  language  = {en}
}
@article{GivanoudiCornelisRasschaertetal.2021,
  author    = {Givanoudi, Stella and Cornelis, Peter and Rasschaert, Geertrui and Wackers, Gideon and Iken, Heiko and Rolka, David and Yongabi, Derick and Robbens, Johan and Sch{\"o}ning, Michael Josef and Heyndrickx, Marc and Wagner, Patrick},
  title     = {Selective Campylobacter detection and quantification in poultry: A sensor tool for detecting the cause of a common zoonosis at its source},
  series = {Sensors and Actuators B: Chemical},
  journal   = {Sensors and Actuators B: Chemical},
  number    = {In Press, Journal Pre-proof},
  publisher = {Elsevier},
  address   = {Amsterdam},
  issn      = {0925-4005},
  doi       = {10.1016/j.snb.2021.129484},
  pages     = {Article 129484},
  year      = {2021},
  language  = {en}
}
@article{GlueckSchoeningLuethetal.1997,
  author    = {Gl{\"u}ck, O. and Sch{\"o}ning, Michael Josef and L{\"u}th, H. and Emons, H. and Hanewinkel, C. and Schumacher, D. and Otto, A.},
  title     = {Trace metal determination with gold microelectrodes fabricated by silicon technology},
  series = {Proceedings of the 11th European Conference on Solid-State Transducers / Eurosensors XI, September 21 - 24, 1997, Warsaw, Poland. [Organised by] Warsaw University of Technology. Vol 2.},
  journal   = {Proceedings of the 11th European Conference on Solid-State Transducers / Eurosensors XI, September 21 - 24, 1997, Warsaw, Poland. [Organised by] Warsaw University of Technology. Vol 2.},
  publisher = {Sensor Lab Sp.},
  address   = {Warsaw},
  isbn      = {83-908335-0-6},
  pages     = {615 -- 618},
  year      = {1997},
  language  = {en}
}
@article{GlueckSchoeningLuethetal.1998,
  author    = {Gl{\"u}ck, O. and Sch{\"o}ning, Michael Josef and L{\"u}th, H. and Emons, H. and Otto, A.},
  title     = {Schwermetallbestimmung mittels Widerstandsmessungen und Voltammetrie an D{\"u}nnschichtelektroden},
  series = {Chemie- und Biosensoren : aktuelle Anwendungen und Entwicklungstrends / 3. Dresdner Sensor-Symposium, 8. - 10. Dezember 1997, Dresden-Radebeul. J. P. Baselt ... (Hg.)},
  journal   = {Chemie- und Biosensoren : aktuelle Anwendungen und Entwicklungstrends / 3. Dresdner Sensor-Symposium, 8. - 10. Dezember 1997, Dresden-Radebeul. J. P. Baselt ... (Hg.)},
  publisher = {Dresden Univ. Press},
  address   = {Dresden ; M{\"u}nchen},
  isbn      = {3-933168-03-1},
  pages     = {165 -- 168},
  year      = {1998},
  language  = {de}
}
@article{GlueckSchoeningLuethetal.1999,
  author    = {Gl{\"u}ck, O. and Sch{\"o}ning, Michael Josef and L{\"u}th, H. and Otto, A. and Emons, H.},
  title     = {Trace metal determination by dc resistance changes of microstructured thin gold film electrodes},
  series = {Electrochimica Acta. 44 (1999), H. 21-22},
  journal   = {Electrochimica Acta. 44 (1999), H. 21-22},
  isbn      = {0013-4686},
  pages     = {3761 -- 3768},
  year      = {1999},
  language  = {en}
}
@inproceedings{GoldmannBraunsteinHeinrichetal.2015,
  author    = {Goldmann, Jan-Peter and Braunstein, Bjoern and Heinrich, Kai and Sanno, Maximilian and St{\"a}udle, Benjamin and Ritzdorf, Wolfgang and Br{\"u}ggemann, Gert-Peter and Albracht, Kirsten},
  title     = {Joint work of the take-off leg during elite high jump},
  series = {Proceedings of the 33th International Conference on Biomechanics in Sports (ISBS)},
  booktitle = {Proceedings of the 33th International Conference on Biomechanics in Sports (ISBS)},
  pages     = {3 S.},
  year      = {2015},
  language  = {en}
}
@article{GonoLiederMayerBoerickeetal.1976,
  author    = {Gono, Y. and Lieder, R. M. and Mayer-B{\"o}ricke, C. and M{\"u}ller-Veggian, Mattea},
  title     = {High spin states and isomers in ¹⁸⁹,¹⁹¹,¹⁹³ Au},
  series = {Fr{\"u}hjahrstagung ... des Fachausschusses Kernphysik und Hochenergiephysik der DPG (Sektion A: Kernphysik) / Deutsche Physikalische Gesellschaft. 11 (1976)},
  journal   = {Fr{\"u}hjahrstagung ... des Fachausschusses Kernphysik und Hochenergiephysik der DPG (Sektion A: Kernphysik) / Deutsche Physikalische Gesellschaft. 11 (1976)},
  pages     = {952},
  year      = {1976},
  language  = {en}
}
@article{GorissenStaatLaack2012,
  author    = {Gorissen, P. and Staat, Manfred and Laack, Walter van},
  title     = {Experimentelle Kraftmessungen als Beitrag zur Wirksamkeitsbeurteilung von Schienbeinschonern im Fußballsport},
  series = {OUP Zeitschrift f{\"u}r die orthop{\"a}dische und unfallchirurgische Praxis},
  volume    = {1},
  journal   = {OUP Zeitschrift f{\"u}r die orthop{\"a}dische und unfallchirurgische Praxis},
  number    = {1},
  publisher = {Deutscher {\"A}rzte-Verlag},
  address   = {K{\"o}ln},
  issn      = {2193-5785},
  doi       = {10.3238/oup.2012.0010-0015},
  pages     = {10 -- 15},
  year      = {2012},
  abstract  = {Diese Studie besch{\"a}ftigte sich mit der D{\"a}mpfungswirkung von Schienbeinschonern, wie sie beim Fußball zum Einsatz kommen. Sie wurde mit Hilfe eines Pendelhammers durchgef{\"u}hrt, der verschiedene Aufschlagkr{\"a}fte auf die Schoner erm{\"o}glichte. Dabei wurde deutlich, dass Schienbeinschoner die beste Wirkung bei Maximalkr{\"a}ften unterhalb von 5kN erreichen k{\"o}nnen, dass bei gr{\"o}ßerer Belastung allerdings Verbesserungsbedarf besteht. Hierf{\"u}r konnte, u.a. durch den Einsatz neuer Materialien, ein guter Ansatzpunkt im „ad{\"a}quaten Zusammenspiel von Schale und Polsterung" der Schoner gefunden werden. Die Untersuchung hat weiterhin gezeigt, dass zumindest teilweise eine deutliche Verbesserung der D{\"a}mpfungswirkung der Schienbeinschoner in den letzten Jahren erreicht werden konnte.},
  subject      = {Fußball},
  language  = {de}
}
@article{GossmannThomasHorvathetal.2020,
  author    = {Gossmann, Matthias and Thomas, Ulrich and Horv{\´a}th, Andr{\´a}s and Dragicevic, Elena and Stoelzle-Feix, Sonja and Jung, Alexander and Raman, Aravind Hariharan and Staat, Manfred and Linder, Peter},
  title     = {A higher-throughput approach to investigate cardiac contractility in vitro under physiological mechanical conditions},
  series = {Journal of Pharmacological and Toxicological Methods},
  volume    = {105},
  journal   = {Journal of Pharmacological and Toxicological Methods},
  number    = {Article 106843},
  publisher = {Elsevier},
  address   = {New York, NY},
  doi       = {10.1016/j.vascn.2020.106843},
  year      = {2020},
  language  = {en}
}
@phdthesis{Gossmann2015,
  author    = {Goßmann, Matthias},
  title     = {Entwicklung eines autokontraktilen Herzmuskelmodells zur funktionalen Medikamenten- und Toxinforschung},
  publisher = {Universit{\"a}tsbibliothek Duisburg-Essen},
  address   = {Duisburg ; Essen},
  year      = {2015},
  language  = {de}
}
@article{GossmannFrotscherLinderetal.2016,
  author    = {Goßmann, Matthias and Frotscher, Ralf and Linder, Peter and Bayer, Robin and Epple, U. and Staat, Manfred and Temiz Artmann, Ayseg{\"u}l and Artmann, Gerhard},
  title     = {Mechano-pharmacological characterization of cardiomyocytes derived from human induced pluripotent stem cells},
  series = {Cellular physiology and biochemistry},
  volume    = {38},
  journal   = {Cellular physiology and biochemistry},
  number    = {3},
  publisher = {Karger},
  address   = {Basel},
  issn      = {1421-9778 (Online)},
  doi       = {10.1159/000443124},
  pages     = {1182 -- 1198},
  year      = {2016},
  abstract  = {Background/Aims: Common systems for the quantification of cellular contraction rely on animal-based models, complex experimental setups or indirect approaches. The herein presented CellDrum technology for testing mechanical tension of cellular monolayers and thin tissue constructs has the potential to scale-up mechanical testing towards medium-throughput analyses. Using hiPS-Cardiac Myocytes (hiPS-CMs) it represents a new perspective of drug testing and brings us closer to personalized drug medication. Methods: In the present study, monolayers of self-beating hiPS-CMs were grown on ultra-thin circular silicone membranes and deflect under the weight of the culture medium. Rhythmic contractions of the hiPS-CMs induced variations of the membrane deflection. The recorded contraction-relaxation-cycles were analyzed with respect to their amplitudes, durations, time integrals and frequencies. Besides unstimulated force and tensile stress, we investigated the effects of agonists and antagonists acting on Ca²⁺ channels (S-Bay K8644/verapamil) and Na⁺ channels (veratridine/lidocaine). Results: The measured data and simulations for pharmacologically unstimulated contraction resembled findings in native human heart tissue, while the pharmacological dose-response curves were highly accurate and consistent with reference data. Conclusion: We conclude that the combination of the CellDrum with hiPS-CMs offers a fast, facile and precise system for pharmacological, toxicological studies and offers new preclinical basic research potential.},
  language  = {en}
}
@book{GrafGrossSponagel1988,
  author    = {Graf, G{\"u}nter and Groß, Heinz and Sponagel, Stefan},
  title     = {Verfahren zur Herstellung eines Dichtringes : Europ{\"a}ische Patentschrift EP0250642B1 ; Ver{\"o}ffentlichungstag der Patentschrift: 11.02.1988},
  publisher = {Europ{\"a}isches Patentamt},
  address   = {[M{\"u}nchen u.a.]},
  pages     = {5 S. : Ill.},
  year      = {1988},
  language  = {de}
}
@misc{GrafGrossSponagel1987,
  author    = {Graf, G{\"u}nter and Groß, Heinz and Sponagel, Stefan},
  title     = {Verfahren zur Herstellung eines Dichtringes mit einer Dichtlippe : Patentschrift DE3621241C1 ; Ver{\"o}ffentlichungstag der Patenterteilung : 25.06.1987},
  publisher = {Deutsches Patent- und Markenamt},
  address   = {M{\"u}nchen},
  pages     = {5 S. : Ill.},
  year      = {1987},
  language  = {de}
}
@article{GrajewskiHronTurek2005,
  author    = {Grajewski, Matthias and Hron, Jaroslav and Turek, Stefan},
  title     = {Dual weighted a posteriori error estimation for a new nonconforming linear finite element on quadrilaterals},
  series = {Applied Numerical Mathematics},
  volume    = {54},
  journal   = {Applied Numerical Mathematics},
  number    = {3-4},
  publisher = {Elsevier},
  address   = {Amsterdam},
  issn      = {0168-9274},
  doi       = {10.1016/j.apnum.2004.09.016},
  pages     = {504 -- 518},
  year      = {2005},
  abstract  = {After a short introduction of a new nonconforming linear finite element on quadrilaterals recently developed by Park, we derive a dual weighted residual-based a posteriori error estimator (in the sense of Becker and Rannacher) for this finite element. By computing a corresponding dual solution we estimate the error with respect to a given target error functional. The reliability and efficiency of this estimator is analyzed in several numerical experiments.},
  language  = {en}
}
@article{GrajewskiHronTurek2006,
  author    = {Grajewski, Matthias and Hron, Jaroslav and Turek, Stefan},
  title     = {Numerical analysis for a new non-conforming linear finite element on quadrilaterals},
  series = {Journal of Computational and Applied Mathematics},
  volume    = {193},
  journal   = {Journal of Computational and Applied Mathematics},
  number    = {1},
  issn      = {0377-0427},
  doi       = {10.1016/j.cam.2005.05.024},
  pages     = {38 -- 50},
  year      = {2006},
  language  = {en}
}
@article{GrajewskiKleefeld2023,
  author    = {Grajewski, Matthias and Kleefeld, Andreas},
  title     = {Detecting and approximating decision boundaries in low-dimensional spaces},
  series = {Numerical Algorithms},
  volume    = {93},
  journal   = {Numerical Algorithms},
  number    = {4},
  publisher = {Springer Science+Business Media},
  address   = {Dordrecht},
  issn      = {1572-9265},
  pages     = {35 Seiten},
  year      = {2023},
  abstract  = {A method for detecting and approximating fault lines or surfaces, respectively, or decision curves in two and three dimensions with guaranteed accuracy is presented. Reformulated as a classification problem, our method starts from a set of scattered points along with the corresponding classification algorithm to construct a representation of a decision curve by points with prescribed maximal distance to the true decision curve. Hereby, our algorithm ensures that the representing point set covers the decision curve in its entire extent and features local refinement based on the geometric properties of the decision curve. We demonstrate applications of our method to problems related to the detection of faults, to multi-criteria decision aid and, in combination with Kirsch's factorization method, to solving an inverse acoustic scattering problem. In all applications we considered in this work, our method requires significantly less pointwise classifications than previously employed algorithms.},
  language  = {en}
}
@article{GrajewskiKoesterTurek2010,
  author    = {Grajewski, Matthias and K{\"o}ster, Michael and Turek, Stefam},
  title     = {Numerical analysis and implementational aspects of a new multilevel grid deformation method},
  series = {Applied Numerical Mathematics},
  volume    = {60},
  journal   = {Applied Numerical Mathematics},
  number    = {8},
  publisher = {Elsevier},
  address   = {Amsterdam},
  issn      = {0168-9274},
  doi       = {10.1016/j.apnum.2010.03.017},
  pages     = {767 -- 781},
  year      = {2010},
  abstract  = {Recently, we introduced and mathematically analysed a new method for grid deformation (Grajewski et al., 2009) [15] we call basic deformation method (BDM) here. It generalises the method proposed by Liao et al. (Bochev et al., 1996; Cai et al., 2004; Liao and Anderson, 1992) [4], [6], [20]. In this article, we employ the BDM as core of a new multilevel deformation method (MDM) which leads to vast improvements regarding robustness, accuracy and speed. We achieve this by splitting up the deformation process in a sequence of easier subproblems and by exploiting grid hierarchy. Being of optimal asymptotic complexity, we experience speed-ups up to a factor of 15 in our test cases compared to the BDM. This gives our MDM the potential for tackling large grids and time-dependent problems, where possibly the grid must be dynamically deformed once per time step according to the user's needs. Moreover, we elaborate on implementational aspects, in particular efficient grid searching, which is a key ingredient of the BDM.},
  language  = {en}
}
@article{GrajewskiKoesterTurek2009,
  author    = {Grajewski, Matthias and K{\"o}ster, Michael and Turek, Stefan},
  title     = {Mathematical and Numerical Analysis of a Robust and Efficient Grid Deformation Method in the Finite Element Context},
  series = {SIAM Journal on Scientific Computing},
  volume    = {31},
  journal   = {SIAM Journal on Scientific Computing},
  number    = {2},
  publisher = {Society for Industrial and Applied Mathematics},
  address   = {Philadelphia, Pa.},
  doi       = {10.1137/050639387},
  pages     = {1539 -- 1557},
  year      = {2009},
  language  = {en}
}
@unpublished{GriegerMehrkanoonBialonski2024,
  author    = {Grieger, Niklas and Mehrkanoon, Siamak and Bialonski, Stephan},
  title     = {Preprint: Data-efficient sleep staging with synthetic time series pretraining},
  series = {arXiv},
  journal   = {arXiv},
  pages     = {10 Seiten},
  year      = {2024},
  abstract  = {Analyzing electroencephalographic (EEG) time series can be challenging, especially with deep neural networks, due to the large variability among human subjects and often small datasets. To address these challenges, various strategies, such as self-supervised learning, have been suggested, but they typically rely on extensive empirical datasets. Inspired by recent advances in computer vision, we propose a pretraining task termed "frequency pretraining" to pretrain a neural network for sleep staging by predicting the frequency content of randomly generated synthetic time series. Our experiments demonstrate that our method surpasses fully supervised learning in scenarios with limited data and few subjects, and matches its performance in regimes with many subjects. Furthermore, our results underline the relevance of frequency information for sleep stage scoring, while also demonstrating that deep neural networks utilize information beyond frequencies to enhance sleep staging performance, which is consistent with previous research. We anticipate that our approach will be advantageous across a broad spectrum of applications where EEG data is limited or derived from a small number of subjects, including the domain of brain-computer interfaces.},
  language  = {en}
}
@article{GriegerSchwabedalWendeletal.2021,
  author    = {Grieger, Niklas and Schwabedal, Justus T. C. and Wendel, Stefanie and Ritze, Yvonne and Bialonski, Stephan},
  title     = {Automated scoring of pre-REM sleep in mice with deep learning},
  series = {Scientific Reports},
  volume    = {11},
  journal   = {Scientific Reports},
  number    = {Art. 12245},
  publisher = {Springer Nature},
  address   = {London},
  issn      = {2045-2322},
  doi       = {10.1038/s41598-021-91286-0},
  year      = {2021},
  abstract  = {Reliable automation of the labor-intensive manual task of scoring animal sleep can facilitate the analysis of long-term sleep studies. In recent years, deep-learning-based systems, which learn optimal features from the data, increased scoring accuracies for the classical sleep stages of Wake, REM, and Non-REM. Meanwhile, it has been recognized that the statistics of transitional stages such as pre-REM, found between Non-REM and REM, may hold additional insight into the physiology of sleep and are now under vivid investigation. We propose a classification system based on a simple neural network architecture that scores the classical stages as well as pre-REM sleep in mice. When restricted to the classical stages, the optimized network showed state-of-the-art classification performance with an out-of-sample F1 score of 0.95 in male C57BL/6J mice. When unrestricted, the network showed lower F1 scores on pre-REM (0.5) compared to the classical stages. The result is comparable to previous attempts to score transitional stages in other species such as transition sleep in rats or N1 sleep in humans. Nevertheless, we observed that the sequence of predictions including pre-REM typically transitioned from Non-REM to REM reflecting sleep dynamics observed by human scorers. Our findings provide further evidence for the difficulty of scoring transitional sleep stages, likely because such stages of sleep are under-represented in typical data sets or show large inter-scorer variability. We further provide our source code and an online platform to run predictions with our trained network.},
  language  = {en}
}
@article{GriessmeierSonnenbergWeckesseretal.1996,
  author    = {Grießmeier, M. and Sonnenberg, F. and Weckesser, M. and Ziemons, Karl and Langen, K.-J. and M{\"u}ller-G{\"a}rtner, H. W.},
  title     = {Improvement of SPECT quantification in small brain structures by using experiment based recovery-coefficient corrections},
  series = {European Journal of Nuclear Medicine},
  volume    = {23},
  journal   = {European Journal of Nuclear Medicine},
  number    = {9},
  issn      = {1619-7089},
  pages     = {1238 -- 1238},
  year      = {1996},
  language  = {en}
}
@article{GrinsvenBonStrauvenetal.2012,
  author    = {Grinsven, Bart van and Bon, Natalie vanden and Strauven, Hannelore and Grieten, Lars and Murib, Mohammed and Jim{\´e}nez Monroy, Kathia L. and Janssens, Stoffel D. and Haenen, Ken and Sch{\"o}ning, Michael Josef and Vermeeren, Veronique and Ameloot, Marcel and Michiels, Luc and Thoelen, Ronald and Ceuninck, Ward de and Wagner, Patrick},
  title     = {Heat-Transfer Resistance at Solid-Liquid Interfaces: A Tool for The Detection of Single Nucleotide Polymorphisms in DNA.},
  series = {ACS Nano},
  volume    = {6},
  journal   = {ACS Nano},
  number    = {3},
  publisher = {ACS Publications},
  address   = {Washington, DC},
  issn      = {1936-086X},
  doi       = {10.1021/nn300147e},
  pages     = {2712 -- 2721},
  year      = {2012},
  abstract  = {In this article, we report on the heat-transfer resistance at interfaces as a novel, denaturation-based method to detect single-nucleotide polymorphisms in DNA. We observed that a molecular brush of double-stranded DNA grafted onto synthetic diamond surfaces does not notably affect the heat-transfer resistance at the solid-to-liquid interface. In contrast to this, molecular brushes of single-stranded DNA cause, surprisingly, a substantially higher heat-transfer resistance and behave like a thermally insulating layer. This effect can be utilized to identify ds-DNA melting temperatures via the switching from low- to high heat-transfer resistance. The melting temperatures identified with this method for different DNA duplexes (29 base pairs without and with built-in mutations) correlate nicely with data calculated by modeling. The method is fast, label-free (without the need for fluorescent or radioactive markers), allows for repetitive measurements, and can also be extended toward array formats. Reference measurements by confocal fluorescence microscopy and impedance spectroscopy confirm that the switching of heat-transfer resistance upon denaturation is indeed related to the thermal on-chip denaturation of DNA.},
  language  = {en}
}
@article{GrinsvenVandenBonGrietenetal.2011,
  author    = {Grinsven, Bart van and Vanden Bon, Natalie and Grieten, Lars and Murib, Mohammed Sharif and Janssen, Stoffel Dominique and Haenen, Ken and Schneider, E. and Ingebrandt, Sven and Sch{\"o}ning, Michael Josef and Vermeeren, Veronique and Ameloot, Marcel and Michiels, Luc and Thoelen, Ronald and De Ceuninck, Ward A. and Wagner, Patrick},
  title     = {Rapid assessment of the stability of DNA duplexes by impedimetric real-time monitoring of chemically induced denaturation},
  series = {Lab on a Chip},
  volume    = {11},
  journal   = {Lab on a Chip},
  number    = {9},
  publisher = {Royal Society of Chemistry (RSC)},
  address   = {Cambridge},
  isbn      = {1473-0197},
  pages     = {1656 -- 1663},
  year      = {2011},
  language  = {en}
}
@inproceedings{GroebelWernerJoerresetal.2011,
  author    = {Groebel, Simone and Werner, Frederik and J{\"o}rres, Niklas and Jansen, F. and Kasper, Katharina and Schiffels, Johannes and Sprenger, B. and Baumann, Marcus and Sch{\"o}ning, Michael Josef and Selmer, Thorsten},
  title     = {Entwicklung einer Sensor-{\"U}berwachung f{\"u}r Biogasanlagen auf Basis von Prozessdaten einer Parallelanlage},
  series = {10. Dresdner Sensor-Symposium : Dresden, 5. - 7. Dezember 2011 ; miniaturisierte analytische Verfahren, Hochtemperatur-Sensoren, Sensoren f{\"u}r Bioprozess- und Verfahrenstechnik, Sensoren f{\"u}r die Medizin, Chemische Verfahrenstechnik, Lebensmittelanalytik, innovative Sensorl{\"o}sungen, Sensoren f{\"u}r die Wasserqualit{\"a}t, Selbst{\"u}berwachung / Gerald Gerlach ... (Hg.)},
  booktitle = {10. Dresdner Sensor-Symposium : Dresden, 5. - 7. Dezember 2011 ; miniaturisierte analytische Verfahren, Hochtemperatur-Sensoren, Sensoren f{\"u}r Bioprozess- und Verfahrenstechnik, Sensoren f{\"u}r die Medizin, Chemische Verfahrenstechnik, Lebensmittelanalytik, innovative Sensorl{\"o}sungen, Sensoren f{\"u}r die Wasserqualit{\"a}t, Selbst{\"u}berwachung / Gerald Gerlach ... (Hg.)},
  publisher = {TUDpress},
  address   = {Dresden},
  isbn      = {978-3-942710-53-4},
  doi       = {10.5162/10dss2011/4.3},
  pages     = {81 -- 84},
  year      = {2011},
  abstract  = {Beim Ausbau nachhaltiger, regenerativer Energieversorgung hat die Umwandlung von organischer Biomasse in Biogas ein großes Potential. Der zugrundeliegende, komplexe biologische Prozess wird noch immer unzureichend verstanden und bedarf systematischer Untersuchungen der Prozessparameter, um einen hohen Ertrag bei guter Gasqualit{\"a}t zu erm{\"o}glichen. Die Fragestellungen zur Entschl{\"u}sselung des Prozesses sind sowohl verfahrenstechnischer als auch mikrobiologischer Natur. Aus mikrobiologischer Sicht ist die Kenntnis der tats{\"a}chlich beteiligten prozesstragenden Mikroorganismen von erheblicher Bedeutung, aus verfahrenstechnischer Sicht die Kenntnis der physikalischen und chemischen Faktoren, welche die mikrobiologischen Prozesse und kontrollieren. Im Zusammenspiel aller dieser Parameter wird die Biogasbildung bef{\"o}rdert oder behindert, bis zum Abbruch des Prozesses. Eine m{\"o}gliche Kontrollmethode ist die Messung der metabolischen Aktivit{\"a}t prozesstragender Organismen. Diese soll, beruhend auf fundierten Prozessdaten, gewonnen durch eine Parallelanlage, mit einem lichtadressierbaren potentiometrischen Sensor-System (LAPS) realisiert werden. Dieser Sensor ist in der Lage, pH-Wert-{\"a}nderungen zu detektieren, die durch den Stoffwechsel der auf dem Chip immobilisierten Organismen hervorgerufen werden, um eine Online-{\"U}berwachung von Biogasanlagen zu erm{\"o}glichen.},
  language  = {de}
}
@book{Grotendorst2012,
  author    = {Grotendorst, Johannes},
  title     = {Hierarchical methods for dynamics in complex molecular systems : IAS Winter School, 5 - 9 March 2012, Forschungszentrum J{\"u}lich GmbH ; lecture notes / ed. by Johannes Grotendorst, Godehard Sutmann, Gerhard Gompper, Dominik Marx},
  publisher = {Forschungszentrum J{\"u}lich},
  address   = {J{\"u}lich},
  isbn      = {978-3-89336-768-9},
  pages     = {VI, 540 S. zahlr. Ill. u. graph. Darst.},
  year      = {2012},
  language  = {en}
}
@article{Grotendorst2012,
  author    = {Grotendorst, Johannes},
  title     = {Supercomputer programmieren - ein besonderes Studienangebot in J{\"u}lich},
  series = {Junge Wissenschaft. 27 (2012), H. 94},
  journal   = {Junge Wissenschaft. 27 (2012), H. 94},
  publisher = {-},
  isbn      = {0179-8529},
  pages     = {12 -- 14},
  year      = {2012},
  language  = {de}
}
@article{Grotendorst2012,
  author    = {Grotendorst, Johannes},
  title     = {IAS Winter School: Hierarchical Methods for Dynamics in Complex Molecular Systems},
  series = {Innovatives Supercomputing in Deutschland : inSiDE. 10 (2012), H. 1},
  journal   = {Innovatives Supercomputing in Deutschland : inSiDE. 10 (2012), H. 1},
  publisher = {-},
  pages     = {104},
  year      = {2012},
  language  = {en}
}
@article{Grotendorst2011,
  author    = {Grotendorst, Johannes},
  title     = {On calculating the rate of linear convergence of non-linear transformed sequences},
  series = {Proceeding SNC '11 Proceedings of the 2011 International Workshop on Symbolic-Numeric Computation},
  journal   = {Proceeding SNC '11 Proceedings of the 2011 International Workshop on Symbolic-Numeric Computation},
  publisher = {ACM},
  address   = {New York, NY},
  isbn      = {978-1-4503-0515-0},
  pages     = {24 -- 33},
  year      = {2011},
  language  = {en}
}
@article{Grotendorst1991,
  author    = {Grotendorst, Johannes},
  title     = {Maple programs for converting series expansions to rational functions using the Levin transformation automatic generation of FORTRAN functions for numerical applications},
  series = {Computer Physics Communications. 55 (1991), H. 3},
  journal   = {Computer Physics Communications. 55 (1991), H. 3},
  isbn      = {0010-4655},
  pages     = {325 -- 335},
  year      = {1991},
  language  = {en}
}
@book{Grotendorst2006,
  author    = {Grotendorst, Johannes},
  title     = {Computational Nanoscience: Do it yourself! : winter school, 14 - 22 February 2006, Forschungszentrum J{\"u}lich, Germany ; lecture notes / Grotendorst, Johannes},
  publisher = {NIC},
  address   = {J{\"u}lich},
  isbn      = {3-00-017350-1},
  pages     = {V, 527 S. : Ill., graph. Darst.},
  year      = {2006},
  language  = {en}
}
@book{Grotendorst2006,
  author    = {Grotendorst, Johannes},
  title     = {GALA - Gr{\"u}nenthal Applied Life Science Analysis : Bericht ; [Projektdokumentation] / John von Neumann-Institut f{\"u}r Computing (NIC); Zentralinstitut f{\"u}r Angewandte Mathematik. Achim Kless und Johannes Grotendorst (Hrsg.)},
  publisher = {NIC},
  address   = {J{\"u}lich},
  isbn      = {3-00-017349-8},
  pages     = {IV, 204 S : graph. Darst.},
  year      = {2006},
  language  = {en}
}
@book{Grotendorst2004,
  author    = {Grotendorst, Johannes},
  title     = {High performance computing in chemistry : report of the joint research project: High Performance Computing in Chemistry - HPC-Chem ; funded by the Federal Ministry for Education and Research (BMBF) ; period: 1 March 2001 - 29 February 2004 / ed. by Johannes Grotendorst},
  publisher = {NIC},
  address   = {J{\"u}lich},
  isbn      = {3-00-013618-5},
  pages     = {IV, 149 S. : graph. Darst.},
  year      = {2004},
  language  = {en}
}
@book{Grotendorst2003,
  author    = {Grotendorst, Johannes},
  title     = {ComputerMathematik mit Maple},
  publisher = {Forschungszentrum J{\"u}lich},
  address   = {J{\"u}lich},
  isbn      = {3-89336-325-4},
  pages     = {VI, 274 S. : Ill., graph. Darst.},
  year      = {2003},
  language  = {de}
}
@book{Grotendorst2003,
  author    = {Grotendorst, Johannes},
  title     = {ComputerMathematik mit Maple / 2. Aufl.},
  publisher = {Forschungszentrum J{\"u}lich},
  address   = {J{\"u}lich},
  isbn      = {3-89336-354-8},
  pages     = {VI, 293 S. : graph. Darst. + 1 CD-ROM},
  year      = {2003},
  language  = {de}
}
@book{Grotendorst2009,
  author    = {Grotendorst, Johannes},
  title     = {Multiscale Simulation Methods in Molecular Sciences : Institute for Advanced Simulation (IAS) ; winter school, 2 - 6 March 2009, Forschungszentrum J{\"u}lich, Germany ; lecture notes},
  address   = {J{\"u}lich},
  isbn      = {978-3-9810843-8-2},
  pages     = {576 S. : graph. Darst.},
  year      = {2009},
  language  = {en}
}
@book{Grotendorst2002,
  author    = {Grotendorst, Johannes},
  title     = {Quantum simulations of complex many body systems/<1>},
  publisher = {Forschungszentrum J{\"u}lich},
  address   = {J{\"u}lich},
  isbn      = {3-00-009057-6},
  pages     = {V, 548 S. : graph. Darst.},
  year      = {2002},
  language  = {en}
}
@book{Grotendorst2002,
  author    = {Grotendorst, Johannes},
  title     = {Quantum simulations of complex many-body systems: from theory to algorithms : winter school, 25 February - 1 March 2002, Rolduc Conference Centre, Kerkrade, the Netherlands ; poster presentations / ed. by Johannes Grotendorst},
  publisher = {NIC},
  address   = {J{\"u}lich},
  isbn      = {3-00-009058-4},
  year      = {2002},
  language  = {en}
}
@book{Grotendorst2002,
  author    = {Grotendorst, Johannes},
  title     = {Quantum Simulations of Complex Many-Body Systems: From Theory to Algorithms, Audio-Visual Lecture Notes / Grotendorst, Johannes [Ed.]},
  publisher = {NIC},
  address   = {J{\"u}lich},
  isbn      = {3-00-010000-8},
  pages     = {DVD},
  year      = {2002},
  language  = {en}
}
@book{Grotendorst2000,
  author    = {Grotendorst, Johannes},
  title     = {Workshop on Molecular Dynamics on Parallel Computers John von Neumann Institute for Computing (NIC), Research Centre J{\"u}lich, Germany 8 - 10 February 1999},
  publisher = {World Scientific},
  address   = {Singapore},
  isbn      = {981-02-4232-8},
  pages     = {XI, 379 S. : Ill., graph. Darst.},
  year      = {2000},
  language  = {en}
}
@book{Grotendorst2000,
  author    = {Grotendorst, Johannes},
  title     = {Modern methods and algorithms of quantum chemistry : winter school, 21 - 25 February 2000, Forschungszentrum J{\"u}lich, Germany ; proceedings / organized by John-von-Neumann-Institute for Computing (NIC). Ed. by Johannes Grotendorst ... 2. ed.},
  publisher = {NIC},
  address   = {J{\"u}lich},
  isbn      = {3-00-005834-6},
  pages     = {IV, 638 S. : graph. Darst.},
  year      = {2000},
  language  = {en}
}
@book{Grotendorst2000,
  author    = {Grotendorst, Johannes},
  title     = {Modern methods and algorithms of quantum chemistry : winter school, 21 - 25 February 2000, Forschungszentrum J{\"u}lich, Germany ; proceedings / organized by John-von-Neumann-Institute for Computing (NIC). Ed. by Johannes Grotendorst ...},
  publisher = {NIC},
  address   = {J{\"u}lich},
  isbn      = {3-00-005618-1},
  pages     = {IV, 562 S.},
  year      = {2000},
  language  = {en}
}
@book{Grotendorst2000,
  author    = {Grotendorst, Johannes},
  title     = {Modern methods and algorithms of quantum chemistry : winter school, 21 - 25 February 2000, Forschungszentrum J{\"u}lich, Germany ; Poster Presentations / organized by John-von-Neumann-Institute for Computing (NIC). Ed. by Johannes Grotendorst ...},
  publisher = {NIC},
  address   = {J{\"u}lich},
  isbn      = {3-00-005746-3},
  pages     = {77 S.},
  year      = {2000},
  language  = {en}
}
@book{Grotendorst1999,
  author    = {Grotendorst, Johannes},
  title     = {Gekoppelte SMP-Systeme im wissenschaftlich-technischen Hochleistungsrechnen - Status und Entwicklungsbedarf : Analyse im Auftrag des BMBF / Federf{\"u}hrung: Zentralinstitut f{\"u}r Angewandte Mathematik, Forschungszentrum J{\"u}lich GmbH ... Ansprechpartner: F. Hoßfeld},
  publisher = {Zentralinstitut f{\"u}r Angewandte Mathematik},
  address   = {J{\"u}lich},
  pages     = {110 S.},
  year      = {1999},
  language  = {de}
}
@book{Grotendorst1998,
  author    = {Grotendorst, Johannes},
  title     = {H{\"o}chstleistungsrechnen in der Chemie / Esser, R{\"u}diger ; Grotendorst, Johannes ; Lewerenz, Marius [Eds.]},
  year      = {1998},
  language  = {de}
}
@book{Grotendorst1994,
  author    = {Grotendorst, Johannes},
  title     = {Calculation of Chemical Equilibrium Compositions : Interner Bericht},
  publisher = {Forschungszentrum J{\"u}lich},
  address   = {J{\"u}lich},
  pages     = {11 S.},
  year      = {1994},
  language  = {en}
}
@article{Grotendorst1992,
  author    = {Grotendorst, Johannes},
  title     = {Algorithms of mixed symbolic-numeric type for rational approximation},
  series = {Artificial intelligence, expert systems and symbolic computing : selected and revised papers from the IMACS 13th World Congress [on Computation and Applied Mathematics], Dublin, Ireland, July 1991 / ed. by Elias N. Houstis ...},
  journal   = {Artificial intelligence, expert systems and symbolic computing : selected and revised papers from the IMACS 13th World Congress [on Computation and Applied Mathematics], Dublin, Ireland, July 1991 / ed. by Elias N. Houstis ...},
  publisher = {North-Holland},
  address   = {Amsterdam},
  isbn      = {0-444-89703-8},
  pages     = {145 -- 154},
  year      = {1992},
  language  = {en}
}
@article{Grotendorst1991,
  author    = {Grotendorst, Johannes},
  title     = {A Maple package for transforming series, sequences and functions},
  series = {Computer Physics Communications. 67 (1991), H. 2},
  journal   = {Computer Physics Communications. 67 (1991), H. 2},
  isbn      = {0010-4655},
  pages     = {325 -- 342},
  year      = {1991},
  language  = {en}
}
@article{Grotendorst1990,
  author    = {Grotendorst, Johannes},
  title     = {Approximating functions by means of symbolic computation and a general extrapolation method},
  series = {Computer Physics Communications. 59 (1990), H. 2},
  journal   = {Computer Physics Communications. 59 (1990), H. 2},
  isbn      = {0010-4655},
  pages     = {289 -- 301},
  year      = {1990},
  language  = {en}
}
@article{GrotendorstDornseiffer2000,
  author    = {Grotendorst, Johannes and Dornseiffer, J{\"u}rgen},
  title     = {Computer-aided Modelling and Simulation of the Thermodynamics of Steam Reforming / Grotendorst, Johannes ; Dornseiffer, J{\"u}rgen},
  series = {Mathematics and Computers in Simulation. 51 (2000), H. 5},
  journal   = {Mathematics and Computers in Simulation. 51 (2000), H. 5},
  isbn      = {0378-4754},
  pages     = {451 -- 471},
  year      = {2000},
  language  = {en}
}
@book{GrotendorstDornseifferSchoberth1994,
  author    = {Grotendorst, Johannes and Dornseiffer, J{\"u}rgen and Schoberth, Siegfried M.},
  title     = {Symbolic-numeric computation techniques for problem-solving in Physical Chemistry and Biochemistry . Stand 08.06.1994 / Grotendorst, Johannes ; Dornseiffer, J{\"u}rgen ; Schoberth, Siegfried M.},
  publisher = {ZAM, KFA},
  address   = {J{\"u}lich},
  pages     = {9 S.},
  year      = {1994},
  language  = {en}
}
@book{GrotendorstDornseifferSchoberth1994,
  author    = {Grotendorst, Johannes and Dornseiffer, J{\"u}rgen and Schoberth, Siegfried M.},
  title     = {Symbolic-numeric computation techniques for problem-solving in Physical Chemistry and Biochemistry . Stand 08.06.1994 / Grotendorst, Johannes ; Dornseiffer, J{\"u}rgen ; Schoberth, Siegfried M.},
  publisher = {ZAM, KFA},
  address   = {J{\"u}lich},
  pages     = {9 S.},
  year      = {1994},
  language  = {en}
}
@article{GrotendorstEitrichKlessetal.2007,
  author    = {Grotendorst, Johannes and Eitrich, T. and Kless, A. and Druska, C.},
  title     = {Classification of Highly Unbalanced CYP450 Data of Drugs Using Cost Sensitive Machine Learning Techniques / Eitrich, T. ; Kless, A. ; Druska, C. ; Meyer, W. ; Grotendorst J.},
  series = {Journal of Chemical Information and Modeling. 47 (2007), H. 1},
  journal   = {Journal of Chemical Information and Modeling. 47 (2007), H. 1},
  isbn      = {1549-9596},
  pages     = {92 -- 103},
  year      = {2007},
  language  = {en}
}
@article{GrotendorstJansenSchoberth1993,
  author    = {Grotendorst, Johannes and Jansen, Paul and Schoberth, Siegfried},
  title     = {On Solving the McConnell Equations in Biochemistry / Grotendorst, Johannes ; Jansen, Paul ; Schoberth, Siegfried},
  series = {MapleTech. 1 (1993)},
  journal   = {MapleTech. 1 (1993)},
  isbn      = {1061-5733},
  pages     = {56 -- 62},
  year      = {1993},
  language  = {en}
}
@article{GrotendorstKlessDickhausetal.2004,
  author    = {Grotendorst, Johannes and Kless, A. and Dickhaus, T. and Meyer, W.},
  title     = {Data Mining in der pharmazeutischen Forschung und Entwicklung / Kless, A. ; Dickhaus, T. ; Meyer, W. ; Grotendorst, J.},
  series = {LITUS - Laboratory IT User Service. 1 (2004)},
  journal   = {LITUS - Laboratory IT User Service. 1 (2004)},
  pages     = {20 -- 21},
  year      = {2004},
  language  = {en}
}
@article{GrotendorstKlessEitrich2004,
  author    = {Grotendorst, Johannes and Kless, A. and Eitrich, T.},
  title     = {Data Mining in F \& E / Kless, A. ; Eitrich, T. ; Meyer, W. ; Grotendorst, J.},
  series = {BioWorld: Magazin f{\"u}r Molekularbiologische und Biotechnologische Applikationen. 9 (2004), H. 2},
  journal   = {BioWorld: Magazin f{\"u}r Molekularbiologische und Biotechnologische Applikationen. 9 (2004), H. 2},
  isbn      = {1424-8514},
  pages     = {22 -- 23},
  year      = {2004},
  language  = {en}
}
@article{GrotendorstSchoberthChapmanetal.1996,
  author    = {Grotendorst, Johannes and Schoberth, S. M. and Chapman, B. E. and Kuchel, P. W.},
  title     = {Ethanol Transport in Zymomonas mobilis Measured by Using in Vivo Nuclear Magnetic Resonance Spin Transfer / Schoberth, S. M. ; Chapman, B. E. ; Kuchel, P. W. ; Wittig, R. M. ; Grotendorst, Johannes ; Jansen, Paul ; Graaf, A. A. de},
  series = {Journal of Bacteriology. 178 (1996), H. 6},
  journal   = {Journal of Bacteriology. 178 (1996), H. 6},
  isbn      = {0021-9193},
  pages     = {1756 -- 1761},
  year      = {1996},
  language  = {en}
}
@article{GrotendorstScottAubertFrecon2006,
  author    = {Grotendorst, Johannes and Scott, Tony C. and Aubert-Fr{\´e}con, Monique},
  title     = {New Approach for the Electronic Energies of the Hydrogen Molecular Ion / Scott, Tony C. ; Aubert-Fr{\´e}con, Monique ; Grotendorst, Johannes},
  series = {Chemical Physics. 324 (2006), H. 2/3},
  journal   = {Chemical Physics. 324 (2006), H. 2/3},
  isbn      = {0301-0104},
  pages     = {323 -- 338},
  year      = {2006},
  language  = {en}
}
@article{GrotendorstScottAubertFreconetal.2004,
  author    = {Grotendorst, Johannes and Scott, Tony C. and Aubert-Fr{\´e}con, Monique and Andrae, D. and Morgan III, J. D. and Glasser, M. L.},
  title     = {Exchange Energy for Two-Active-Electron Diatomic Systems within the Surface Integral Method / Scott,T. C .; Aubert-Fr{\´e}con, M. ; Andrae, D. ; Grotendorst, J. ; Morgan III, J. D. ; Glasser, M. L.},
  series = {Applicable Algebra in Engineering, Communication and Computing. 15 (2004), H. 2},
  journal   = {Applicable Algebra in Engineering, Communication and Computing. 15 (2004), H. 2},
  isbn      = {0938-1279},
  pages     = {101 -- 128},
  year      = {2004},
  language  = {en}
}
@article{GrotendorstScottAubertFreconetal.2004,
  author    = {Grotendorst, Johannes and Scott, Tony C. and Aubert-Fr{\´e}con, Monique and Hadinger, Gis{\`e}le},
  title     = {Asymptotically exact calculation of the exchange energies of one-active-electron diatomic ions with the surface integral method / Scott, Tony C. ; Aubert-Fr{\´e}con, Monique ; Hadinger, Gis{\`e}le ; Andrae, Dirk ; Grotendorst, Johannes ; Morgan Ill, John D.},
  series = {Journal of Physics B: Atomic, Molecular and Optival Physics. 37 (2004), H. 22},
  journal   = {Journal of Physics B: Atomic, Molecular and Optival Physics. 37 (2004), H. 22},
  isbn      = {0953-4075},
  pages     = {4451 -- 4469},
  year      = {2004},
  language  = {en}
}
@book{GrotendorstScottMannetal.2005,
  author    = {Grotendorst, Johannes and Scott, Tony C. and Mann, Robert and Martinez Il, Roberto E.},
  title     = {General Relativity and Quantum Mechanics: Towards a Generalization of the Lambert W Function / Scott, Tony C. ; Mann, Robert ; Martinez Il, Roberto E. ; Grotendorst, Johannes},
  address   = {J{\"u}lich},
  pages     = {15 S.},
  year      = {2005},
  language  = {en}
}
@article{GrotendorstShuangRenHalling1996,
  author    = {Grotendorst, Johannes and Shuang-Ren, Zhao and Halling, Horst},
  title     = {Calculation of the Potential Distribution for a Three-Layer Spherical Volume Conductor / Shuang-Ren, Zhao ; Grotendorst, Johannes ; Halling, Horst},
  series = {MapleTech . 2 (1996), H. 1},
  journal   = {MapleTech . 2 (1996), H. 1},
  isbn      = {1061-5733},
  pages     = {59 -- 66},
  year      = {1996},
  language  = {en}
}
@article{GrottkeBraunschweigPhilippenetal.2010,
  author    = {Grottke, O. and Braunschweig, T. and Philippen, B. and Gatzweiler, Karl-Heinz and Gronloh, N. and Staat, Manfred and Rossaint, R. and Tolba, R.},
  title     = {A New Model for Blunt Liver Injuries in the Swine},
  series = {European Surgical Research. 44 (2010), H. 2},
  journal   = {European Surgical Research. 44 (2010), H. 2},
  isbn      = {1421-9921},
  pages     = {65 -- 73},
  year      = {2010},
  language  = {en}
}
@article{GrundlachBaumannEngelmann2021,
  author    = {Grundlach, Michael and Baumann, Martin and Engelmann, Ulrich M.},
  title     = {How Multimodal Examinations Can Increase Sustainable Student Gain by Aligning Teaching and Assessment},
  series = {Current Directions in Biomedical Engineering},
  volume    = {7},
  journal   = {Current Directions in Biomedical Engineering},
  number    = {7/2},
  editor    = {D{\"o}ssel, Olaf},
  publisher = {De Gruyter},
  address   = {Berlin},
  isbn      = {2364-5504},
  doi       = {10.1515/cdbme-2021-2019},
  pages     = {73 -- 76},
  year      = {2021},
  abstract  = {Modern industry and multi-discipline projects require highly trained individuals with resilient science and engineering back-grounds. Graduates must be able to agilely apply excellent theoretical knowledge in their subject matter as well as essential practical "hands-on" knowledge of diverse working processes to solve complex problems. To meet these demands, university education follows the concept of Constructive Alignment and thus increasingly adopts the teaching of necessary practical skills to the actual industry requirements and assessment routines. However, a systematic approach to coherently align these three central teaching demands is strangely absent from current university curricula. We demonstrate the feasibility of implementing practical assessments in a regular theory-based examination, thus defining the term "blended assessment". We assessed a course for natural science and engineering students pursuing a career in biomedical engineering, and evaluated the benefit of blended assessment exams for students and lecturers. Our controlled study assessed the physiological background of electrocardiograms (ECGs), the practical measurement of ECG curves, and their interpretation of basic pathologic alterations. To study on long time effects, students have been assessed on the topic twice with a time lag of 6 months. Our findings suggest a significant improvement in student gain with respect to practical skills and theoretical knowledge. The results of the reassessments support these outcomes. From the lecturers' point of view, blended assessment complements practical training courses while keeping organizational effort manageable. We consider blended assessment a viable tool for providing an improved student gain, industry-ready education format that should be evaluated and established further to prepare university graduates optimally for their future careers.},
  language  = {en}
}
@book{Grueters1987,
  author    = {Gr{\"u}ters, Hugo},
  title     = {Mechanik: Vorlesung},
  publisher = {Becker-Kuns},
  address   = {Aachen},
  pages     = {253 S.: zahlr. graph. Darst.},
  year      = {1987},
  language  = {de}
}
@article{Grueters1992,
  author    = {Gr{\"u}ters, Hugo},
  title     = {Biomechanisch begr{\"u}ndete Stimulation postoperativer Knochenumbauvorg{\"a}nge},
  series = {Biomedizinische Technik . 37 (1992), H. 5},
  journal   = {Biomedizinische Technik . 37 (1992), H. 5},
  isbn      = {0013-5585},
  pages     = {94 -- 98},
  year      = {1992},
  language  = {de}
}
@article{Grueters1975,
  author    = {Gr{\"u}ters, Hugo},
  title     = {Ein Hinweis auf parametererregte Wankschwingungen von Kraftfahrzeugen},
  series = {Automobil-Industrie},
  volume    = {20},
  journal   = {Automobil-Industrie},
  number    = {4},
  publisher = {Vogel},
  address   = {W{\"u}rzburg},
  issn      = {0005-1306},
  pages     = {65 -- 67},
  year      = {1975},
  language  = {de}
}
@book{Grueters1971,
  author    = {Gr{\"u}ters, Hugo},
  title     = {Berechnung des Spannungszustandes in homogenen anisotropen Scheiben mit Hilfe einer Integralgleichungsmethode},
  year      = {1971},
  language  = {de}
}
@book{Grueters1987,
  author    = {Gr{\"u}ters, Hugo},
  title     = {Aufgabensammlung Mechanik / von Hugo Gr{\"u}ters},
  publisher = {Becker-Kuns},
  address   = {Aachen},
  pages     = {Getr. Z{\"a}hlung : graph. Darst.},
  year      = {1987},
  language  = {de}
}
@article{Grueters1979,
  author    = {Gr{\"u}ters, Hugo},
  title     = {Eigenspannungen und Verkr{\"u}mmungen von Balken aus Hartschaum},
  series = {Automobil-Industrie. 24 (1979), H. 3},
  journal   = {Automobil-Industrie. 24 (1979), H. 3},
  isbn      = {0005-1306},
  pages     = {115 -- 123},
  year      = {1979},
  language  = {de}
}
@article{Grueters1992,
  author    = {Gr{\"u}ters, Hugo},
  title     = {Ein thermoelastisches Modell zur Prognose postoperativer Knochenumbaubildungen},
  series = {Vortr{\"a}ge der 26. Jahrestagung der Deutschen Gesellschaft f{\"u}r Biomedizinische Technik e.V. Oktober 1992},
  journal   = {Vortr{\"a}ge der 26. Jahrestagung der Deutschen Gesellschaft f{\"u}r Biomedizinische Technik e.V. Oktober 1992},
  pages     = {7 -- 8},
  year      = {1992},
  language  = {de}
}
@article{Grueters1975,
  author    = {Gr{\"u}ters, Hugo},
  title     = {Isotrope, homogene L{\"o}sung des anisotropen, inhomogenen Plattenproblems},
  series = {Zeitschrift f{\"u}r angewandte Mathematik und Mechanik : ZAMM},
  volume    = {55},
  journal   = {Zeitschrift f{\"u}r angewandte Mathematik und Mechanik : ZAMM},
  number    = {4 (Special Issue)},
  publisher = {Wiley-VCH},
  address   = {Berlin},
  issn      = {0044-2267},
  doi       = {10.1002/zamm.19750550405},
  pages     = {T91 -- T93},
  year      = {1975},
  language  = {de}
}
@article{Grueters1974,
  author    = {Gr{\"u}ters, Hugo},
  title     = {Iterative L{\"o}sung von Lastspannungsproblemen in anisotropen K{\"o}rpern},
  series = {Zeitschrift f{\"u}r angewandte Mathematik und Mechanik : ZAMM},
  volume    = {54},
  journal   = {Zeitschrift f{\"u}r angewandte Mathematik und Mechanik : ZAMM},
  number    = {12},
  publisher = {Wiley-VCH},
  address   = {Weinheim},
  isbn      = {0044-2267},
  doi       = {10.1002/zamm.19740541230},
  pages     = {T79 -- T80},
  year      = {1974},
  language  = {de}
}
@article{Grueters1972,
  author    = {Gr{\"u}ters, Hugo},
  title     = {Berechnung des Spannungszustandes in homogenen Scheiben aus anisotrop-elastischem Material},
  series = {Zeitschrift f{\"u}r angewandte Mathematik und Mechanik : ZAMM},
  volume    = {52},
  journal   = {Zeitschrift f{\"u}r angewandte Mathematik und Mechanik : ZAMM},
  number    = {11},
  publisher = {Wiley-VCH},
  address   = {Weinheim},
  isbn      = {0044-2267},
  doi       = {10.1002/zamm.19720521105},
  pages     = {T127 -- T128},
  year      = {1972},
  language  = {de}
}
@article{GruetersBlank1990,
  author    = {Gr{\"u}ters, Hugo and Blank, K.},
  title     = {Contribution to the size effect on the strength of flat glass. Blank, K.; Gr{\"u}ters, H.},
  series = {Glastechnische Berichte. 63 (1990), H. 5},
  journal   = {Glastechnische Berichte. 63 (1990), H. 5},
  isbn      = {0017-1085},
  pages     = {135 -- 140},
  year      = {1990},
  language  = {en}
}
@article{GruetersBlankDuerkopetal.1994,
  author    = {Gr{\"u}ters, Hugo and Blank, K. and D{\"u}rkop, D. and Durchholz, M.},
  title     = {Strength tests of flat glass by means of four-point bending. Blank, K.; D{\"u}rkop, D.; Durchholz, M.; Gr{\"u}ters, H.},
  series = {Glastechnische Berichte. Glass science and technology. 67 (1994), H. 1},
  journal   = {Glastechnische Berichte. Glass science and technology. 67 (1994), H. 1},
  isbn      = {0946-7475},
  pages     = {9 -- 15},
  year      = {1994},
  language  = {en}
}
@article{GruetersGitschner1981,
  author    = {Gr{\"u}ters, Hugo and Gitschner, H.-W.},
  title     = {Diffusionsbedingte Eigenspannungen (Quellspannungen) und Deformationszust{\"a}nde in anisotropen glasfaserverst{\"a}rkten Mehrschichten-Verbundwerkstoffen. Gitschner, H.-W.; Gr{\"u}ters, H.},
  series = {Kunststoffe. 71 (1981), H. 3},
  journal   = {Kunststoffe. 71 (1981), H. 3},
  isbn      = {0023-5563},
  pages     = {178 -- 183},
  year      = {1981},
  language  = {de}
}
@article{GruetersHacklWillms1990,
  author    = {Gr{\"u}ters, Hugo and Hackl, K. and Willms, H.},
  title     = {Stress and strain analyses of rectangular glass plates for large deformations. Part 2. Calculation of fracture probabilities in rectangular plates under area load},
  series = {Glastechnische Berichte. 63 (1990), H. 4},
  journal   = {Glastechnische Berichte. 63 (1990), H. 4},
  isbn      = {0017-1085},
  pages     = {93 -- 95},
  year      = {1990},
  language  = {en}
}
@article{GruetersHacklWillms1990,
  author    = {Gr{\"u}ters, Hugo and Hackl, K. and Willms, H.},
  title     = {Stress and strain analyses of rectangular glass plates for large deformations. Part 1. Dimensioning of rectangular plates under surface load and/or line load.},
  series = {Glastechnische Berichte. 63 (1990), H. 3},
  journal   = {Glastechnische Berichte. 63 (1990), H. 3},
  isbn      = {0017-1085},
  pages     = {69 -- 77},
  year      = {1990},
  language  = {en}
}
@article{GruetersHiemenz1980,
  author    = {Gr{\"u}ters, Hugo and Hiemenz, C.},
  title     = {Berechnung des Verzugs und der Schwindung von PUR-Strukturschaumplatten},
  series = {Kunststoffe. 70 (1980), H. 4},
  journal   = {Kunststoffe. 70 (1980), H. 4},
  isbn      = {0023-5563},
  pages     = {228 -- 233},
  year      = {1980},
  language  = {de}
}
@article{GruetersHiemenz1980,
  author    = {Gr{\"u}ters, Hugo and Hiemenz, C.},
  title     = {Berechnung des Verzugs und der Schwindung von Profilen aus PUR-Strukturschaumstoff. Kriterien zur Herstellung von verzugsfreien Profilen},
  series = {Kunststoffe. 70 (1980), H. 2},
  journal   = {Kunststoffe. 70 (1980), H. 2},
  isbn      = {0023-5563},
  pages     = {102 -- 107},
  year      = {1980},
  language  = {de}
}
@article{GruetersMueller1979,
  author    = {Gr{\"u}ters, Hugo and M{\"u}ller, C. H.},
  title     = {Experimentell-rechnerische Ermittlung von Eigenspannungen},
  series = {Zeitschrift f{\"u}r angewandte Mathematik und Mechanik : ZAMM = Journal of applied mathematics and mechanics. 59 (1979)},
  journal   = {Zeitschrift f{\"u}r angewandte Mathematik und Mechanik : ZAMM = Journal of applied mathematics and mechanics. 59 (1979)},
  isbn      = {0044-2267},
  pages     = {T184 -- T186},
  year      = {1979},
  language  = {de}
}
@article{GruetersMueller1981,
  author    = {Gr{\"u}ters, Hugo and M{\"u}ller, C. H.},
  title     = {Anwendung der Cosseratschen Kontinuumstheorie auf den ebenen Verbundk{\"o}rper},
  series = {Zeitschrift f{\"u}r angewandte Mathematik und Mechanik : ZAMM. 61 (1981)},
  journal   = {Zeitschrift f{\"u}r angewandte Mathematik und Mechanik : ZAMM. 61 (1981)},
  isbn      = {0044-2267},
  pages     = {T92 -- T94},
  year      = {1981},
  language  = {de}
}
@article{GruetersMuellerWillms1983,
  author    = {Gr{\"u}ters, Hugo and M{\"u}ller, C. H. and Willms, H.},
  title     = {Ein Beitrag zur Berechnung von Gusseigenspannungen in Rohren},
  series = {Zeitschrift f{\"u}r angewandte Mathematik und Mechanik : ZAMM = Journal of applied mathematics and mechanics. 63 (1983)},
  journal   = {Zeitschrift f{\"u}r angewandte Mathematik und Mechanik : ZAMM = Journal of applied mathematics and mechanics. 63 (1983)},
  isbn      = {0044-2267},
  pages     = {T160 -- T163},
  year      = {1983},
  language  = {de}
}
@article{GruetersMueller1980,
  author    = {Gr{\"u}ters, Hugo and M{\"u}ller, Carl Harald},
  title     = {Zur Berechnung der Schubspannungen in Klebverbindungen},
  series = {Automobil-Industrie. 25 (1980), H. 2},
  journal   = {Automobil-Industrie. 25 (1980), H. 2},
  isbn      = {0005-1306},
  pages     = {65 -- 67},
  year      = {1980},
  language  = {de}
}
@book{GruetersPeters1984,
  author    = {Gr{\"u}ters, Hugo and Peters, Norbert},
  title     = {Mechanik. Bd. 2 Dynamik. Peters, Norbert; Gr{\"u}ters, Hugo},
  publisher = {Inst. f{\"u}r Techn. Mechanik, RWTH Aachen},
  address   = {Aachen},
  pages     = {138, 13 S.: graph Darst.},
  year      = {1984},
  language  = {de}
}
@book{GruetersPeters1982,
  author    = {Gr{\"u}ters, Hugo and Peters, Norbert},
  title     = {Mechanik. Bd. 1 Statik, Festigkeitslehre / N. Peters, H. Gr{\"u}ters},
  publisher = {Inst. f{\"u}r Techn. Mechanik, RWTH Aachen},
  address   = {Aachen},
  pages     = {[ca.] 140 S.: graph. Darst.},
  year      = {1982},
  language  = {de}
}
@article{GruetersSavvidisLoeeretal.1991,
  author    = {Gr{\"u}ters, Hugo and Savvidis, E. and L{\"o}er, F. and Wiesener, C. H.},
  title     = {Analyse der Beanspruchung des proximalen Femur bei verschiedenen Arten der Belastung mit Hilfe der Finite-Element-Methode / Savvidis, E. ; L{\"o}er, F. ; Gr{\"u}ters, Hugo ; Wiesener, C. H.},
  series = {Zeitschrift f{\"u}r Orthop{\"a}die und ihre Grenzgebiete. 129 (1991), H. 3},
  journal   = {Zeitschrift f{\"u}r Orthop{\"a}die und ihre Grenzgebiete. 129 (1991), H. 3},
  isbn      = {1615-9586},
  pages     = {268 -- 277},
  year      = {1991},
  language  = {de}
}
@article{GruetersSenger1992,
  author    = {Gr{\"u}ters, Hugo and Senger, W.},
  title     = {Simulation des biomechanisch durch Energiedehnung stimulierten Knochenumbaus},
  series = {Biomedizinische Technik. 57 (1992), H. Erg{\"a}nzungsband 1},
  journal   = {Biomedizinische Technik. 57 (1992), H. Erg{\"a}nzungsband 1},
  isbn      = {0013-5585},
  pages     = {39 -- 41},
  year      = {1992},
  language  = {de}
}
@article{GunGutkinLevetal.2011,
  author    = {Gun, Jenny and Gutkin, Vitaly and Lev, Ovadia and Boyen, Hans-Gerd and Saitner, Marc and Wagner, Patrick and Olieslaeger, Marc D´ and Abouzar, Maryam H. and Poghossian, Arshak and Sch{\"o}ning, Michael Josef},
  title     = {Tracing gold nanoparticle charge by electrolyte-insulator-semiconductor devices},
  series = {Journal of Physical Chemistry C. 115 (2011), H. 11},
  journal   = {Journal of Physical Chemistry C. 115 (2011), H. 11},
  publisher = {American Cemical Society},
  address   = {Washington, DC},
  isbn      = {1932-7455},
  pages     = {4439 -- 4445},
  year      = {2011},
  language  = {en}
}
@article{GunRizkovLevetal.2008,
  author    = {Gun, Jenny and Rizkov, Dan and Lev, Ovadia and Abouzar, Maryam H. and Poghossian, Arshak and Sch{\"o}ning, Michael Josef},
  title     = {Oxygen plasma-treated gold nanoparticle-based field-effect devices as transducer structures for bio-chemical sensing},
  series = {Microchimica Acta. 164 (2008), H. 3-4},
  journal   = {Microchimica Acta. 164 (2008), H. 3-4},
  isbn      = {1436-5073},
  pages     = {395 -- 404},
  year      = {2008},
  language  = {en}
}
@article{GunSchoeningAbouzaretal.2008,
  author    = {Gun, Jenny and Sch{\"o}ning, Michael Josef and Abouzar, Maryam H. and Poghossian, Arshak and Katz, Evgeny},
  title     = {Field-Effect Nanoparticle-Based Glucose Sensor on a Chip: Amplification Effect of Coimmobilized Redox Species},
  series = {Electroanalysis. 20 (2008), H. 16},
  journal   = {Electroanalysis. 20 (2008), H. 16},
  isbn      = {1521-4109},
  pages     = {1748 -- 1753},
  year      = {2008},
  language  = {en}
}