Deep ensembles vs committees for uncertainty estimation in neural-network force fields: Comparison and application to active learning J Carrete, H Montes-Campos, R Wanzenböck, E Heid, GKH Madsen The Journal of Chemical Physics 158 (20), 2023 | 31 | 2023 |
Neural-network-backed evolutionary search for SrTiO 3 (110) surface reconstructions R Wanzenböck, M Arrigoni, S Bichelmaier, F Buchner, J Carrete, ... Digital Discovery 1 (5), 703-710, 2022 | 21 | 2022 |
Spatially resolved uncertainties for machine learning potentials E Heid, J Schörghuber, R Wanzenböck, GKH Madsen Journal of Chemical Information and Modeling 64 (16), 6377-6387, 2024 | 4 | 2024 |
Clinamen2: Functional-style evolutionary optimization in Python for atomistic structure searches R Wanzenböck, F Buchner, P Kovács, GKH Madsen, J Carrete Computer Physics Communications 297, 109065, 2024 | 4 | 2024 |
Neural-network-backed effective harmonic potential study of the ambient pressure phases of hafnia S Bichelmaier, J Carrete, R Wanzenböck, F Buchner, GKH Madsen Physical Review B 107 (18), 184111, 2023 | 4 | 2023 |
Chaos-induced loss of coherence of a Bose-Einstein condensate R Wanzenböck, S Donsa, H Hofstätter, O Koch, P Schlagheck, I Březinová Physical Review A 103 (2), 023336, 2021 | 4 | 2021 |
Exploring inhomogeneous surfaces: Ti-rich SrTiO 3 (110) reconstructions via active learning R Wanzenböck, E Heid, M Riva, G Franceschi, AM Imre, J Carrete, ... Digital discovery 3 (10), 2137-2145, 2024 | 1* | 2024 |
Machine-learning-backed theoretical study of metal-oxide surface structures R Wanzenböck Technische Universität Wien, 2024 | | 2024 |
Predicting platinum adatom geometries on hematite for single-atom catalysis F Buchner, R Wanzenböck, J Carrete Montana, GKH Madsen | | 2023 |
Accelerated Search for Surface Reconstructions through Chemical and Structural Space R Wanzenböck | | 2023 |
Accelerated Search for Surface Reconstructions R Wanzenböck, F Buchner, J Carrete Montana, GKH Madsen | | 2023 |
Machine Learning backed Evolutionary Search: Atomic Structure in Surface Reconstructions R Wanzenböck | | 2022 |
Determination of the Oxidation State of Zinc and Strontium in Mineralized Osteosarcoma Tissue by in Micro X-ray Fluorescence XANES M Rauwolf, R Wanzenböck, A Turyanskaya, D Ingerle, G Buzanich, ... | | 2019 |
Expansion of an interacting Bose-Einstein condensate in disorder: Fate of Anderson localization and the condensate state R Wanzenböck, S Donsa, H Hofstätter, O Koch, J Burgdörfer, ... | | 2019 |
Self-assembly of ionic liquid crystals into smectic phases R Wanzenböck Wien, 2019 | | 2019 |
Expanding Bose-Einstein condensate in disorder: Role of many-body interactions for Anderson localization S Donsa, R Wanzenböck, H Hofstätter, O Koch, J Burgdörfer, ... | | 2018 |
This journal is© The Royal Society of Chemistry 2022 R Wanzenböck, M Arrigoni, S Bichelmaier, F Buchner, J Carrete, ... | | |