Representations of molecules and materials for interpolation of quantum-mechanical simulations via machine learning MF Langer, A Goeßmann, M Rupp
npj Computational Materials 8 (1), 41, 2022
117 2022 Tensor network approaches for learning non-linear dynamical laws A Goeßmann, M Götte, I Roth, R Sweke, G Kutyniok, J Eisert
arXiv preprint arXiv:2002.12388, 2020
21 2020 Group Field Theory and Holographic Tensor Networks: Dynamical Corrections to the Ryu-Takayanagi formula G Chirco, A Goeßmann, D Oriti, M Zhang
https://arxiv.org/abs/1903.07344, 2019
21 2019 Representations of molecules and materials for interpolation of quantum-mechanical simulations via machine learning. npj Computational Materials 8 MF Langer, A Goeßmann, M Rupp
URL https://doi. org/10.1038/s41524-022-00721-x, 2022
19 2022 Tensor network approaches for data-driven identification of non-linear dynamical laws A Goeßmann, M Götte, I Roth, R Sweke, G Kutyniok, J Eisert
NeurIPS2020-Tensorworkshop, December, 2020
8 2020 The restricted isometry of relu networks: Generalization through norm concentration A Goeßmann, G Kutyniok
arXiv preprint arXiv:2007.00479, 2020
6 2020 Representations of molecules and materials for interpolation of quantum-mechanical simulations via machine learning. arXiv 2020 MF Langer, A Goeßmann, M Rupp
arXiv preprint arXiv:2003.12081, 0
6 An asymptotic analysis of separating pointlike and VT Do, A Goeßmann
arXiv preprint arXiv:2107.01949, 2021
1 2021 Uniform Concentration of Tensor and Neural Networks: An Approach towards Recovery Guarantees A Goeßmann
https://depositonce.tu-berlin.de/handle/11303/15990, 2021
2021 AN ASYMPTOTIC ANALYSIS OF SEPARATING POINTLIKE AND Cβ− CURVELIKE SINGULARITIES DO VAN TIEP, A GOESSMANN
arXiv preprint arXiv:2107.01949, 2021
2021 Uniform concentration of tensor and neural networks AC Goeßmann
2021 Growth of stoichiometric LaTiO3 thin films by pulsed laser deposition P Scheiderer, M Schmitt, A Goessmann, M Sing, R Claessen
Verhandlungen der Deutschen Physikalischen Gesellschaft, 2017
2017 Stabilization of stoichiometric LaTiO_3 thin films grown by pulsed laser deposition M Schmitt, P Scheiderer, A Goessmann, M Sing, R Claessen
Verhandlungen der Deutschen Physikalischen Gesellschaft, 2016
2016 Oxygen stoichiometry of LaTiO_3 thin films studied by in-situ photoemission P Scheiderer, A Goessmann, M Sing, R Claessen
Verhandlungen der Deutschen Physikalischen Gesellschaft, 2015
2015 Exact representations of molecules and materials for accurate interpolation of ab initio simulations M Langer, A Goeßmann, M Rupp
Report on the Workshop “Developing High-Dimensional Potential Energy …, 0
Goffredo ChircoUniversità degli Studi di Napoli Federico IIE-mail megerősítve itt: unina.it
