Doncevic, Danimir T.;Mitsos, Alexander;Guo, Yue;Li, Qianxiao;Dietrich, Felix;Dahmen, Manuel;Kevrekidis, Ioannis G.
A Recursively Recurrent Neural Network (R2N2) Architecture for Learning Iterative Algorithms
SIAM Journal on Scientific Computing
2024
46
2
Apr
A719-A743

Chinmay Datar;Adwait Datar;Felix Dietrich;Wil Schilders
Continuous-time neural networks for modeling linear dynamical systems
ICLR 2024
2024

Ioannis K. Gallos;Daniel Lehmberg;Felix Dietrich;Constantinos Siettos
Data-driven modelling of brain activity using neural networks, diffusion maps, and the Koopman operator
Chaos: An Interdisciplinary Journal of Nonlinear Science
2024
34
1
Jan

Rahn, Simon;Köster, Gerta
Reusable software structures for coupling agent-based locomotion models and disease transmission models
Traffic and Granular Flow '22
Springer Nature Singapore
2024

Philipp Seitz, Manuel Geiger, Christian B. Mendl
Multithreaded Parallelism for Heterogeneous Clusters of QPUs
ISC High Performance 2024 Research Paper Proceedings (39th International Conference)
2024

Michael Bader
Speeding Up Bayesian Inverse Problems with Fused Simulations
SIAM Conference on Parallel Processing for Scientific Computing (PP24)
2024

Gratl, Fabio Alexander
Self Optimizing Particle Simulations: Combining Expert Knowledge with Learning
BGCE Research Day
Bavarian Graduate School of Computational Engineering
2024

Hayden Liu Weng
Advances in Data-Driven Solver Selection for Sparse Linear Matrices
SIAM Conference on Parallel Processing for Scientific Computing (PP24)
2024

Rahn, Simon;Köster, Gerta;Bungartz, Hans-Joachim
Toward unraveling airborne pathogen transmission in crowds: Parameter study for an agent-based exposure model
Safety Science
2024
175
106524

Newcome, Samuel James; Gratl, Fabio Alexander; Muehlhaeusser, Markus; Neumann, Philipp; Bungartz, Hans-Joachim
AutoPas: Dynamic Algorithm Selection in Molecular Dynamics for Optimal Time and Energy
SIAM Conference on Parallel Processing (PP24)
Baltimore, United States of America
SIAM
2024