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Leon Gerard

6 papers hereh-index 6186 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author4

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • physics.comp-ph3
  • cs.LG2
  • physics.chem-ph1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedGold-standard solutions to the Schrödinger equation using deep learning: How much physics do we need?

6 citations · 14 across the 6 of their papers we have counts for

collaborators
Showing physics.comp-phShow all

3 papers · 1 filter

physics.comp-ph2024★ 1 cited

Transferable Neural Wavefunctions for Solids

Leon Gerard, Michael Scherbela, Halvard Sutterud +2

Deep-Learning-based Variational Monte Carlo (DL-VMC) has recently emerged as a highly accurate approach for finding approximate solutions to the many-electron Schrödinger equation.…

physics.comp-ph2023★ 3 cited

Towards a Foundation Model for Neural Network Wavefunctions

Michael Scherbela, Leon Gerard, Philipp Grohs

Deep neural networks have become a highly accurate and powerful wavefunction ansatz in combination with variational Monte Carlo methods for solving the electronic Schrödinger equat…

physics.comp-ph2021★ 3 cited

Solving the electronic Schrödinger equation for multiple nuclear geometries with weight-sharing deep neural networks

Michael Scherbela, Rafael Reisenhofer, Leon Gerard +2

Accurate numerical solutions for the Schrödinger equation are of utmost importance in quantum chemistry. However, the computational cost of current high-accuracy methods scales poo…

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