Hans‐Joachim Bungartz - Publications, H-index & Citations

Hans‐Joachim Bungartz

Technical University of Munich

35H指数

454论文数

7.4K被引数

收录论文 37

发表时间

Linked cell traversal algorithms for three-Body interactions in molecular dynamics

Computer Physics Communications

IF3.4

2026-01-13

OAAI

José Alfonso Pinzón Escobar; Markus Mühlhäußer; Hans-Joachim Bungartz; Philipp Neumann

Stochastic black-box optimization using multi-fidelity score function estimator

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2025-01-31

OAAI

Agrawal, Atul; Ravi, Kislaya; Koutsourelakis, Phaedon-Stelios; Bungartz, Hans-Joachim

Multi-fidelity Gaussian process surrogate modeling for regression problems in physics 物理回归问题的多保真度高斯过程代理建模

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2024-10-15

OAAI

Ravi, Kislaya; Fediukov, Vladyslav; Dietrich, Felix; Neckel, Tobias; Buse, Fabian; Bergmann, Michael; Bungartz, Hans-Joachim

Context-aware learning of hierarchies of low-fidelity models for multi-fidelity uncertainty quantification

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2023-03-01

OAAI

Farcas, Ionut-Gabriel; Peherstorfer, Benjamin; Neckel, Tobias; Jenko, Frank; Bungartz, Hans-Joachim

FAIR data enabling new horizons for materials research 公平数据为材料研究开辟新视野

NATURE

IF48.5

2022-04-27

100

OAAI

Scheffler, Matthias; Aeschlimann, Martin; Albrecht, Martin; Bereau, Tristan; Bungartz, Hans-Joachim; Felser, Claudia; Greiner, Mark; Gross, Axel; Koch, Christoph T.; Kremer, Kurt; Nagel, Wolfgang E.; Scheidgen, Markus; Woell, Christof; Draxl, Claudia

N ways to simulate short-range particle systems: Automated algorithm selection with the node-level library AutoPas

COMPUTER PHYSICS COMMUNICATIONS

IF3.4

2022-04-01

PREAI

Gratl, Fabio Alexander; Seckler, Steffen; Bungartz, Hans-Joachim; Neumann, Philipp

Data-driven low-fidelity models for multi-fidelity Monte Carlo sampling in plasma micro-turbulence analysis

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2022-02-01

OAAI

Konrad, Julia; Farcas, Ionut-Gabriel; Peherstorfer, Benjamin; Di Siena, Alessandro; Jenko, Frank; Neckel, Tobias; Bungartz, Hans-Joachim

A GENERALIZED SPATIALLY ADAPTIVE SPARSE GRID COMBINATION TECHNIQUE WITH DIMENSION-WISE REFINEMENT

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2021-07-01

PREAI

Obersteiner, Michael; Bungartz, Hans-Joachim

AutoPas in ls1 mardyn: Massively parallel particle simulations with node-level auto-tuning*

nature computational science

IF3.7

2021-03-01

OAAI

Seckler, Steffen; Gratl, Fabio; Heinen, Matthias; Vrabec, Jadran; Bungartz, Hans-Joachim; Neumann, Philipp

Sensitivity-driven adaptive sparse stochastic approximations in plasma microinstability analysis

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2020-06-01

OAAI

Farcas, Ionu-Gabriel; Goerler, Tobias; Bungartz, Hans-Joachim; Jenko, Frank; Neckel, Tobias

Molecular dynamics and phase field simulations of droplets on surfaces with wettability gradient

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2020-04-01

PREAI

Diewald, Felix; Lautenschlaeger, Martin P.; Stephan, Simon; Langenbach, Kai; Kuhn, Charlotte; Seckler, Steffen; Bungartz, Hans-Joachim; Hasse, Hans; Mueller, Ralf

MULTILEVEL ADAPTIVE SPARSE LEJA APPROXIMATIONS FOR BAYESIAN INVERSE PROBLEMS

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2020-02-19

OAAI

Farcas, I-G; Latz, J.; Ullmann, E.; Neckel, T.; Bungartz, H-J

TweTriS: Twenty trillion-atom simulation

INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS

IF2.5

2019-01-06

PREAI

Tchipev, Nikola; Seckler, Steffen; Heinen, Matthias; Vrabec, Jadran; Gratl, Fabio; Horsch, Martin; Bernreuther, Martin; Glass, Colin W.; Niethammer, Christoph; Hammer, Nicolay; Krischok, Bernd; Resch, Michael; Kranzlmueller, Dieter; Hasse, Hans; Bungartz, Hans-Joachim; Neumann, Philipp

Performance evaluation of numerical methods for the Maxwell-Liouville-von Neumann equations Maxwell-liouville-von Neumann方程数值方法的性能评估

OPTICAL AND QUANTUM ELECTRONICS

IF4

2018-02-13

PREAI

Riesch, Michael; Tchipev, Nikola; Senninger, Sebastian; Bungartz, Hans-Joachim; Jirauschek, Christian

NONINTRUSIVE UNCERTAINTY ANALYSIS OF FLUID-STRUCTURE INTERACTION WITH SPATIALLY ADAPTIVE SPARSE GRIDS AND POLYNOMIAL CHAOS EXPANSION

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2018-01-01

PREAI

Farcas, Ionut-Gabriel; Uekermann, Benjamin; Neckel, Tobias; Bungartz, Hans-Joachim