Simon V. Mathis

Toward scalable simulations of lattice gauge theories on quantum computers

Simon V. Mathis, Guglielmo Mazzola, Ivano Tavernelli · Physical review. D/Physical review. D. · 2020 · 69 citations · Full text

Quantum Lattice System, Engineering, Many-body Quantum Physic +16

Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems

Xuan Zhang, Limei Wang, Jacob Helwig et al. · arXiv (Cornell University) · 2023 · 53 citations · Full text

Artificial Intelligence, Quantum Science, Electron Density +15

Gauge-invariant quantum circuits for <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mi>U</mml:mi></mml:math>(1) and Yang-Mills lattice gauge theories

Giulia Mazzola, Simon V. Mathis, Guglielmo Mazzola et al. · Physical Review Research · 2021 · 34 citations · Full text

A Hitchhiker's Guide to Geometric GNNs for 3D Atomic Systems

Alexandre Duval, Simon V. Mathis, Chaitanya K. Joshi et al. · arXiv (Cornell University) · 2023 · 32 citations · Full text

Geometric Learning, Engineering, 3D Modeling +24

On the Expressive Power of Geometric Graph Neural Networks

Chaitanya K. Joshi, Cristian Bodnar, Simon V. Mathis et al. · arXiv (Cornell University) · 2023 · 24 citations · Full text

Geometric Learning, Expressive Power, Graph Neural Networks +14