$O(N^2)$ Universal Antisymmetry in Fermionic Neural Networks

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$O(N^2)$ Universal Antisymmetry in Fermionic Neural Networks

26 May 2022

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Papers citing "$O(N^2)$ Universal Antisymmetry in Fermionic Neural Networks"

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Title
TorchMD-NET: Equivariant Transformers for Neural Network based Molecular Potentials Philipp Thölke Gianni De Fabritiis AI4CE 91 196 0 05 Feb 2022
Ab-Initio Potential Energy Surfaces by Pairing GNNs with Neural Wave Functions Nicholas Gao Stephan Günnemann 63 40 0 11 Oct 2021
Determinant-free fermionic wave function using feed-forward neural networks Koji Inui Y. Kato Y. Motome 25 15 0 19 Aug 2021
Geometric Deep Learning on Molecular Representations Kenneth Atz F. Grisoni G. Schneider AI4CE 92 299 0 26 Jul 2021
Better, Faster Fermionic Neural Networks J. Spencer David Pfau Aleksandar Botev W. Foulkes 37 48 0 13 Nov 2020
Convergence to the fixed-node limit in deep variational Monte Carlo Zeno Schätzle J. Hermann Frank Noé 28 17 0 11 Oct 2020
Phases of two-dimensional spinless lattice fermions with first-quantized deep neural-network quantum states J. Stokes Javier Robledo Moreno E. Pnevmatikakis Giuseppe Carleo 53 47 0 31 Jul 2020
Neural network wave functions and the sign problem A. Szabó C. Castelnovo 96 70 0 11 Feb 2020
Deep neural network solution of the electronic Schrödinger equation J. Hermann Zeno Schätzle Frank Noé 208 456 0 16 Sep 2019
Ab-Initio Solution of the Many-Electron Schrödinger Equation with Deep Neural Networks David Pfau J. Spencer A. G. Matthews W. Foulkes 81 463 0 05 Sep 2019
Unifying machine learning and quantum chemistry -- a deep neural network for molecular wavefunctions Kristof T. Schütt M. Gastegger A. Tkatchenko K. Müller R. Maurer AI4CE 84 389 0 24 Jun 2019
Neural Message Passing for Quantum Chemistry Justin Gilmer S. Schoenholz Patrick F. Riley Oriol Vinyals George E. Dahl 593 7,455 0 04 Apr 2017
Optimizing Neural Networks with Kronecker-factored Approximate Curvature James Martens Roger C. Grosse ODL 104 1,014 0 19 Mar 2015