Search Results for author: A. Tkatchenko

Found 2 papers, 2 papers with code

Unifying machine learning and quantum chemistry -- a deep neural network for molecular wavefunctions

1 code implementation24 Jun 2019 K. T. Schütt, M. Gastegger, A. Tkatchenko, K. -R. Müller, R. J. Maurer

Machine learning advances chemistry and materials science by enabling large-scale exploration of chemical space based on quantum chemical calculations.

BIG-bench Machine Learning

SchNetPack: A Deep Learning Toolbox For Atomistic Systems

3 code implementations4 Sep 2018 K. T. Schütt, P. Kessel, M. Gastegger, K. Nicoli, A. Tkatchenko, K. -R. Müller

SchNetPack is a toolbox for the development and application of deep neural networks to the prediction of potential energy surfaces and other quantum-chemical properties of molecules and materials.

Computational Physics Chemical Physics

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