| Machine learning force fields and coarse-grained variables in molecular dynamics: application to materials and biological systems P Gkeka, G Stoltz, A Barati Farimani, Z Belkacemi, M Ceriotti, JD Chodera, ... Journal of chemical theory and computation 16 (8), 4757-4775, 2020 | 190 | 2020 |
| Local and global perspectives on diffusion maps in the analysis of molecular systems Z Trstanova, B Leimkuhler, T Lelièvre Proceedings of the Royal Society A 476 (2233), 20190036, 2020 | 40 | 2020 |
| Langevin dynamics with general kinetic energies G Stoltz, Z Trstanova Multiscale Modeling & Simulation 16 (2), 777-806, 2018 | 33 | 2018 |
| Error analysis of modified Langevin dynamics S Redon, G Stoltz, Z Trstanova Journal of Statistical Physics 164, 735-771, 2016 | 29 | 2016 |
| Diffusion maps tailored to arbitrary non-degenerate Itô processes R Banisch, Z Trstanova, A Bittracher, S Klus, P Koltai Applied and Computational Harmonic Analysis 48 (1), 242-265, 2020 | 22 | 2020 |
| Mathematical and algorithmic analysis of modified Langevin dynamics Z Trstanova Université Grenoble Alpes, 2016 | 10 | 2016 |
| Estimating the speed-up of Adaptively Restrained Langevin dynamics Z Trstanova, S Redon Journal of Computational Physics 336, 412-428, 2017 | 8 | 2017 |
| Posterior sampling strategies based on discretized stochastic differential equations for machine learning applications F Heber, Ž Trst’anová, B Leimkuhler Journal of Machine Learning Research 21 (228), 1-33, 2020 | 4 | 2020 |
| TATi-Thermodynamic Analytics ToolkIt: TensorFlow-based software for posterior sampling in machine learning applications F Heber, Z Trstanova, B Leimkuhler arXiv preprint arXiv:1903.08640, 2019 | 4 | 2019 |
| Transferability of Operational Status Classification Models Among Different Wind Turbine Types Z Trstanova, A Martinsson, C Matthews, S Jimenez, B Leimkuhler, ... arXiv preprint arXiv:1903.08901, 2019 | 2 | 2019 |
| Multilingual Disinformation Detection for Digital Advertising Z Trstanova, NE Manouzi, M Chen, ALV da Cunha, S Ivanov arXiv preprint arXiv:2207.10649, 2022 | | 2022 |
Gabriel StoltzCERMICS, Ecole des PontsVahvistettu sähköpostiosoite verkkotunnuksessa cermics.enpc.fr
