Ralf Wanzenböck

6PUBLICATIONS
10CO-AUTHORS
Evolution of developmental systemsTheory and design of materialsMetals and alloy materialsAdversarial machine learningSemi- and unsupervised learning
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Publications (6)

|Jun 25, 2026
Guided Adaptive Diffusion: An Evolutionary Framework for Multimodal Atomistic Structure Prediction.

|Dec 18, 2025
Completing the hierarchy of rotational defects in monolayer MoS<sub>2</sub> through symmetry-aware evolutionary search.

Alexander Adel, Ralf Wanzenböck, Georg K H Madsen

|Oct 04, 2024
Exploring inhomogeneous surfaces: Ti-rich SrTiO<sub>3</sub>(110) reconstructions <i>via</i> active learning.

Ralf Wanzenböck, Esther Heid, Michele Riva

|Aug 07, 2024
Spatially Resolved Uncertainties for Machine Learning Potentials.

Esther Heid, Johannes Schörghuber, Ralf Wanzenböck

|May 22, 2023
Deep ensembles vs committees for uncertainty estimation in neural-network force fields: Comparison and application to active learning.

Jesús Carrete, Hadrián Montes-Campos, Ralf Wanzenböck

|Nov 03, 2022
Neural-network-backed evolutionary search for SrTiO<sub>3</sub>(110) surface reconstructions.

Ralf Wanzenböck, Marco Arrigoni, Sebastian Bichelmaier

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Frequent Collaborators

6 joint publications

Georg K H Madsen

3 joint publications

Jesús Carrete

3 joint publications

Esther Heid

1 joint publications

Florian Buchner