Kislaya Ravi;Atul Agrawal;Hans-Joachim Bungartz;Phaedon-Stelios Koutsourelakis
Multi-fidelity Constrained Optimization for Stochastic Black-Box Simulators
Machine Learning and the Physical Sciences Workshop at the 37th conference on Neural Information Processing Systems (NeurIPS) December 15, 2023
2023

Newcome, Samuel James; Gratl, Fabio Alexander; Neumann, Philipp; Bungartz, Hans-Joachim
Towards auto-tuning Multi-Site Molecular Dynamics simulations with AutoPas
Journal of Computational and Applied Mathematics
2023
433
Dec
115278

Michael Bader
Model Flexibility and Performance Portability for Extreme-Scale Earthquake Simulations
2023 SIAM Conference on Mathematical & Computational Issues in the Geosciences
2023

Markus Mühlhäußer; Gerasimos Chourdakis; Benjamin Uekermann
Partitioned flow simulations with preCICE and OpenFOAM
Coupled Problems 2023
X International Conference on Computational Methods for Coupled Problems in Science and Engineering
2023

Ravil Dorozhinskii; Michael Bader
Combining CUDA and SYCL for Accelerating Earthquake Simulations in SeisSol
PASC23
2023

Nikolaos Evangelou; Felix Dietrich; Eliodoro Chiavazzo; Daniel Lehmberg; Marina Meila; Ioannis G. Kevrekidis
Double Diffusion Maps and their Latent Harmonics for scientific computations in latent space
Journal of Computational Physics
2023
485
Jul
112072

Erik Lien Bolager; Iryna Burak; Chinmay Datar; Qing Sun; Felix Dietrich
Sampling weights of deep neural networks
37th Conference on Neural Information Processing Systems (NeurIPS 2023)
2023

Irene López Gutiérrez; Felix Dietrich; Christian B. Mendl
Quantum process tomography of unitary maps from time-delayed measurements
Quantum Information Processing
2023
22
6
Jun

Kislaya Ravi
Multi-fidelity No-U-Turn Sampling
SIAM CSE 2023
2023

Keerthi Gaddameedi; Severin Reiz; Tobias Neckel; Hans-Joachim Bungartz
Efficient and Scalable Kernel Matrix Approximations using Hierarchical Decomposition
2023 BenchCouncil International Symposium on Intelligent Computers, Algorithms, and Applications (IC 2023)
Springer Nature
2023