Items where Author is "Sachs, Matthias"

Journal Article

Stark, Wojciech G. and Box, Connor L. and Sachs, Matthias and Hertl, Nils and Maurer, Reinhard J. (2025) Nonadiabatic reactive scattering of hydrogen on different surface facets of copper. Physical Review B, 112 (3): 035422. ISSN 2469-9950

Sachs, Matthias and Stark, Wojciech G and Maurer, Reinhard J and Ortner, Christoph (2025) Machine learning configuration-dependent friction tensors in Langevin heatbaths. Machine Learning: Science and Technology, 6 (1): 015016. ISSN 2632-2153

Witt, William C. and van der Oord, Cas and Gelžinytė, Elena and Järvinen, Teemu and Ross, Andres and Darby, James P. and Ho, Cheuk Hin and Baldwin, William J. and Sachs, Matthias and Kermode, James and Bernstein, Noam and Csányi, Gábor and Ortner, Christoph (2023) ACEpotentials.jl : A Julia implementation of the atomic cluster expansion. The Journal of Chemical Physics, 159 (16): 164101.

Sachs, Matthias and Sen, Deborshee and Lu, Jianfeng and Dunson, David (2023) Posterior computation with the Gibbs zig-zag sampler. Bayesian Analysis, 18 (3). pp. 909-927. ISSN 1936-0975

van der Oord, Cas and Sachs, Matthias and Kovács, Dávid Péter and Ortner, Christoph and Csányi, Gábor (2023) Hyperactive learning for data-driven interatomic potentials. npj Computational Materials, 9: 168.

Leimkuhler, Benedict and Sachs, Matthias (2022) Efficient numerical algorithms for the generalized Langevin equation. SIAM Journal on Scientific Computing, 44 (1). A364-A388. ISSN 1064-8275

Sen, Deborshee and Sachs, Matthias and Lu, Jianfeng and Dunson, David B. (2020) Efficient posterior sampling for high-dimensional imbalanced logistic regression. Biometrika, 107 (4). pp. 1005-1012. ISSN 0006-3444

Lu, Jianfeng and Sachs, Matthias and Steinerberger, Stefan (2020) Quadrature Points via Heat Kernel Repulsion. Constructive Approximation, 51 (1). pp. 27-48.

Leimkuhler, Benedict and Sachs, Matthias and Stoltz, Gabriel (2020) Hypocoercivity Properties of Adaptive Langevin Dynamics. SIAM Journal on Applied Mathematics, 80 (3). pp. 1197-1222. ISSN 0036-1399

Sachs, Matthias and Leimkuhler, Benedict and Danos, Vincent (2017) Langevin dynamics with variable coefficients and nonconservative forces : From stationary states to numerical methods. Entropy, 19 (12): 647. ISSN 1099-4300