Kim A. Nicoli

Kim A. Nicoli

Technische Universität Berlin - Berlin / Germany
Engineering & Technology / Computer Science
AD Scientific Index ID: 4538631
Technical University of Berlin TU Berlin
person_outline Kim A. Nicoli's MOST POPULAR ARTICLES
1-) SchNetPack: A deep learning toolbox for atomistic systemsKT Schütt, P Kessel, M Gastegger, KA Nicoli, A Tkatchenko, KR MüllerJournal of chemical theory and computation 15 (1), 448-455, 20182412018
2-) Estimation of thermodynamic observables in lattice field theories with deep generative modelsKA Nicoli, CJ Anders, L Funcke, T Hartung, K Jansen, P Kessel, ...Physical Review Letters 126 (3), 032001, 20211122021
3-) Asymptotically unbiased estimation of physical observables with neural samplersKA Nicoli, S Nakajima, N Strodthoff, W Samek, KR Müller, P KesselPhys. Rev. E 101 (2), 023304, 20201122020
4-) Modern applications of machine learning in quantum sciencesA Dawid, J Arnold, B Requena, A Gresch, M Płodzień, K Donatella, ...arXiv preprint arXiv:2204.04198, 202291*2022
5-) Gradients should stay on path: better estimators of the reverse-and forward KL divergence for normalizing flowsL Vaitl, KA Nicoli, S Nakajima, P KesselMachine Learning: Science and Technology 3 (4), 045006, 2022252022