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 | 64 | 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 | 19 | 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 | 19 | 2019 |
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 | 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 | |
The restricted isometry of relu networks: Generalization through norm concentration A Goeßmann, G Kutyniok arXiv preprint arXiv:2007.00479, 2020 | 4 | 2020 |
An asymptotic analysis of separating pointlike and -curvelike singularities 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 |
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 | | |