Bulletin of the American Physical Society
APS March Meeting 2020
Volume 65, Number 1
Monday–Friday, March 2–6, 2020; Denver, Colorado
Session R39: Machine Learning for Quantum Matter III
8:00 AM–10:48 AM,
Thursday, March 5, 2020
Sponsoring Units: DCOMP GDS DMP
Chair: Annabelle Bohrdt, Tech Univ Muenchen
Abstract: R39.00007 : Ab-Initio Solution of the Many-Electron Schrödinger Equation with Deep Neural Networks
W Matthew C Foulkes
(Physics, Imperial College London)
1. A. Krizhevsky, I. Sutskever, G.E. Hinton, NIPS'12, 1097-1105 (2012).
2. G. Carleo, M. Troyer, Science 356, 602-606 (2017).
3. D. Luo, B.K. Clark Phys. Rev. Lett. 122, 226401 (2019).
4. D. Pfau, J. S. Spencer, A. G. de G. Matthews, W. M. C. Foulkes, arXiv:1909.02487 (2019).
DP and JS contributed equally to this work.
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