Publications

Marius Kurz, Philipp Offenhäuser, Dominic Viola, Oleksandr Shcherbakov, Michael Resch, and Andrea Beck. Deep reinforcement learning for computational fluid dynamics on HPC systems. Journal of computational science, (65):101884, Elsevier, 2022. [PUMA: abgleich mult ubs_10004 ubs_10006 ubs_10019 ubs_20004 ubs_20010 ubs_20028 ubs_30045 ubs_30091 ubs_40137 ubs_40348 unibibliografie]

Benjamin Schnabel, Johannes Gebert, Ralf Schneider, and Peter Helwig. Towards the simulation of bone-implant systems with a stratified material model. Technology and health care, (31)4:1555-1566, Institute of Physics, 2023. [PUMA: ubs_10004 ubs_10019 ubs_20004 ubs_20028 ubs_20032 ubs_30045 ubs_40348 unibibliografie wos]

Johannes Gebert, Ralf Schneider, Benjamin Schnabel, Fabian Pelzer, Peter Helwig, and Jan-Peter Schenkengel. Scanning Spongiosa: A set of Clinical Computed Tomography Scans of Human Femoral Heads. 2023. [PUMA: darus mult ubs_10004 ubs_10019 ubs_20004 ubs_20028 ubs_20032 ubs_30045 ubs_40348 unibibliografie]

High Performance Computing in Science and Engineering '20 : Transactions of the High Performance Computing Center, Stuttgart (HLRS) 2020. In Wolfgang E. Nagel, Dietmar H. Kröner, and Michael Resch (Eds.), Springer, Cham, 2021. [PUMA: sent ubs_10004 ubs_20004 ubs_30045 ubs_40348 unibibliografie]

Anthony Ngo, Max Paul Bauer, and Michael Resch. A Multi-Layered Approach for Measuring the Simulation-to-Reality Gap of Radar Perception for Autonomous Driving. 2021 IEEE International Intelligent Transportation Systems Conference (ITSC), 4008-4014, IEEE, Piscataway, 2021. [PUMA: ubs_10004 ubs_20004 ubs_30045 ubs_40348 unibibliografie wos]

Max Paul Bauer, Anthony Ngo, and Michael Resch. The YASE Framework : Holistic Scenario Modeling with Behavior Trees. 2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall), IEEE, Piscataway, 2021. [PUMA: ubs_10004 ubs_20004 ubs_30045 ubs_40348 unibibliografie wos]

Tibor Döpper, Bärbel Große-Wöhrmann, Doris Lindner, Darko Milakovic, Jutta Oexle, Michael M. Resch, Oliver Scheel, Sven Slotosch, and Leon Widmaier. Expanding HLRS Academic HPC Simulation Training Programs to More Target Groups. Journal of computational science education, (12)3:13-26, Shodor, 2021. [PUMA: mult sent ubs_10004 ubs_10019 ubs_10021 ubs_20004 ubs_20018 ubs_20026 ubs_30045 ubs_30164 ubs_40348 unibibliografie]

Anthony Ngo, Max Paul Bauer, and Michael Resch. A Sensitivity Analysis Approach for Evaluating a Radar Simulation for Virtual Testing of Autonomous Driving Functions. 2020 5th Asia-Pacific Conference on Intelligent Robot Systems (ACIRS), 122-128, IEEE, Piscataway, 2020. [PUMA: ubs_10004 ubs_20004 ubs_30045 ubs_40348 unibibliografie wos]

Max Paul Bauer, Anthony Ngo, and Michael Resch. Usage of Operating System Kernel Paradigms to Build Modern Simulation Platforms for Autonomous Driving. 2020 5th Asia-Pacific Conference on Intelligent Robot Systems (ACIRS), 80-85, IEEE, Piscataway, 2020. [PUMA: ubs_10004 ubs_20004 ubs_30045 ubs_40348 unibibliografie wos]

Matthias Ruf, Holger Steeb, Johannes Gebert, Ralf Schneider, and Peter Helwig. Sample 1 of human femoral heads: micro-XRCT data sets. 2021. [PUMA: darus mult ubs_10002 ubs_10004 ubs_10019 ubs_10021 ubs_20002 ubs_20004 ubs_20019 ubs_20032 ubs_30024 ubs_30045 ubs_30165 ubs_40348 ubs_40399 unibibliografie]

Anthony Ngo, Max Paul Bauer, and Michael Resch. Deep Evaluation Metric: Learning to Evaluate Simulated Radar Point Clouds for Virtual Testing of Autonomous Driving. In Kristin Bing (Eds.), 2021 IEEE Radar Conference (RadarConf21), IEEE, Piscataway, 2021. [PUMA: ubs_10004 ubs_20004 ubs_30045 ubs_40348 unibibliografie wos]

Marco Seiz, Philipp Offenhäuser, Stefan Andersson, Johannes Hötzer, Henrik Hierll, Britta Nestler, and Michael Resch. Lustre I/O performance investigations on Hazel Hen : experiments and heuristics. The journal of supercomputing, (77)11:12508-12536, Springer, 2021. [PUMA: ubs_10004 ubs_20004 ubs_30045 ubs_40348 unibibliografie wos]

Johannes Gebert, Ralf Schneider, Peter Helwig, and Jan-Peter Schenkengel. A clinical Computed Tomography Scan of a Human Femoral Head : HLRS_Helwig_2020_Hueftkopf_01_B40f. 2021. [PUMA: darus mult ubs_10004 ubs_10019 ubs_20004 ubs_20032 ubs_30045 ubs_40348 unibibliografie]

Michael Resch, and Andreas Kaminski. The Epistemic Importance of Technology in Computer Simulation and Machine Learning. Minds and Machines, (29)1,:9-17, Springer, 2019. [PUMA: mult ubs_10004 ubs_10019 ubs_20004 ubs_20029 ubs_30045 ubs_40348 unibibliografie wos]

Steffen Hirschmann, Colin W. Glass, and Dirk Pflüger. Load-balancing and hybrid parallelization for simulations with large particle numbers. 2018. [PUMA: mult sent ubs_10004 ubs_10005 ubs_20004 ubs_20008 ubs_30045 ubs_30082 ubs_40116 ubs_40348 ubs_40349 unibibliografie]

Malte Brunn, Colin W. Glass, Michael Lahnert, Miriam Mehl, and Dirk Pflüger. Load balancing with p4est for short-range molecular dynamics with ESPResSo. In Sanzio Bassini, Marco Danelutto, Patrizio Dazzi, Gerhard R. Joubert, and Frans Peters (Eds.), Parallel computing is everywhere, 32:455-464, IOS Press, Amsterdam, 2017. [PUMA: sent ubs_10004 ubs_10005 ubs_20004 ubs_20008 ubs_30045 ubs_30082 ubs_40116 ubs_40348 ubs_40349 unibibliografie]

Nikola Tchipev, Steffen Seckler, Matthias Heinen, Jadran Vrabec, Fabio Gratl, Martin Horsch, Martin Bernreuther, Colin W. Glass, Christoph Niethammer, Nicolay Hammer, Bernd Krischok, Michael Resch, Dieter Kranzlmüller, Hans Hasse, Hans-Joachim Bungartz, and Philipp Neumann. TweTriS : Twenty trillion-atom simulation. International Journal of High Performance Computing Applications, (33)5:838-854, Sage Science Press, 2019. [PUMA: ubs_10004 ubs_20004 ubs_30045 ubs_40348 unibibliografie wos]

Chunna Li, and Qifeng Pan. Adaptive Optimization Methodology Based on Kriging Modeling and a Trust Region Method. Chinese Journal of Aeronautics, (32)2:281-295, Elsevier, 2019. [PUMA: oa ubs_10004 ubs_20004 ubs_30045 ubs_40348 unibibliografie wos]

F. Hempert, Sebastian Boblest, Thomas Ertl, F. Sadlo, Philipp Offenhäuser, Colin W. Glass, Malte Hoffmann, Andrea Beck, Claus-Dieter Munz, and U. Iben. Simulation of real gas effects in supersonic methane jets using a tabulated equation of state with a discontinuous Galerkin spectral element method. Computers & fluids, (145):167-179, Elsevier, 2017. [PUMA: mult ubs_10004 ubs_10005 ubs_10006 ubs_10017 ubs_10019 ubs_20004 ubs_20008 ubs_20010 ubs_20028 ubs_30045 ubs_30086 ubs_30091 ubs_40129 ubs_40136 ubs_40137 ubs_40348 unibibliografie wos]

Simulieren und Entscheiden : Entscheidungsmodellierung, Modellierungsentscheidungen, Entscheidungsunterstützung. In Michael Resch, Nicole J. Saam, and Andreas Kaminski (Eds.), Sozialwissenschaftliche Simulationen und die Soziologie der Simulation, VS Verlag für Sozialwissenschaften, Wiesbaden, 2019. [PUMA: mult sent ubs_10004 ubs_10019 ubs_20004 ubs_20029 ubs_30045 ubs_40348 unibibliografie]