Philipp Marquetand

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 7

Top Topics

Distance Transform

Eikonal Equation

Hamilton Jacobi

Top Venues

Mach. Learn. Sci. Technol.

Nat. Comput. Sci.

Publications

Leon Gerard, Michael Scherbela, Philipp Marquetand, Philipp Grohs
Gold-standard solutions to the Schrödinger equation using deep learning: How much physics do we need? CoRR (2022)
Michael Scherbela, Rafael Reisenhofer, Leon Gerard, Philipp Marquetand, Philipp Grohs
Solving the electronic Schrödinger equation for multiple nuclear geometries with weight-sharing deep neural networks. Nat. Comput. Sci. 2 (5) (2022)
Leon Gerard, Michael Scherbela, Philipp Marquetand, Philipp Grohs
Gold-standard solutions to the Schrödinger equation using deep learning: How much physics do we need? NeurIPS (2022)
Michael Scherbela, Rafael Reisenhofer, Leon Gerard, Philipp Marquetand, Philipp Grohs
Solving the electronic Schrödinger equation for multiple nuclear geometries with weight-sharing deep neural networks. CoRR (2021)
Julia Westermayr, Michael Gastegger, Philipp Marquetand
Combining SchNet and SHARC: The SchNarc machine learning approach for excited-state dynamics. CoRR (2020)
Julia Westermayr, Felix A. Faber, Anders S. Christensen, O. Anatole von Lilienfeld, Philipp Marquetand
Neural networks and kernel ridge regression for excited states dynamics of CH2NH$_2^+$: From single-state to multi-state representations and multi-property machine learning models. Mach. Learn. Sci. Technol. 1 (2) (2020)
Julia Westermayr, Philipp Marquetand
Machine learning and excited-state molecular dynamics. Mach. Learn. Sci. Technol. 1 (4) (2020)