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Michael Scherbela

2 accepted papers

2023

Variational Monte Carlo on a Budget — Fine-tuning pre-trained Neural Wavefunctions

NeurIPS 2023poster

Obtaining accurate solutions to the Schrödinger equation is the key challenge in computational quantum chemistry. Deep-learning-based Variational Monte Carlo (DL-VMC) has recently outperformed conventional approaches in terms of accuracy, but only at large computational cost. Whereas in many domain…

2022

Gold-standard solutions to the Schrödinger equation using deep learning: How much physics do we need?

NeurIPS 2022accept

Finding accurate solutions to the Schrödinger equation is the key unsolved challenge of computational chemistry. Given its importance for the development of new chemical compounds, decades of research have been dedicated to this problem, but due to the large dimensionality even the best available me…