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Sébastien Racanière

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Applications of flow models to the generation of correlated lattice QCD ensembles

Jan 19, 2024
Ryan Abbott, Aleksandar Botev, Denis Boyda, Daniel C. Hackett, Gurtej Kanwar, Sébastien Racanière, Danilo J. Rezende, Fernando Romero-López, Phiala E. Shanahan, Julian M. Urban

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Advances in machine-learning-based sampling motivated by lattice quantum chromodynamics

Sep 03, 2023
Kyle Cranmer, Gurtej Kanwar, Sébastien Racanière, Danilo J. Rezende, Phiala E. Shanahan

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Normalizing flows for lattice gauge theory in arbitrary space-time dimension

May 03, 2023
Ryan Abbott, Michael S. Albergo, Aleksandar Botev, Denis Boyda, Kyle Cranmer, Daniel C. Hackett, Gurtej Kanwar, Alexander G. D. G. Matthews, Sébastien Racanière, Ali Razavi, Danilo J. Rezende, Fernando Romero-López, Phiala E. Shanahan, Julian M. Urban

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Aspects of scaling and scalability for flow-based sampling of lattice QCD

Nov 14, 2022
Ryan Abbott, Michael S. Albergo, Aleksandar Botev, Denis Boyda, Kyle Cranmer, Daniel C. Hackett, Alexander G. D. G. Matthews, Sébastien Racanière, Ali Razavi, Danilo J. Rezende, Fernando Romero-López, Phiala E. Shanahan, Julian M. Urban

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Gauge-equivariant flow models for sampling in lattice field theories with pseudofermions

Jul 18, 2022
Ryan Abbott, Michael S. Albergo, Denis Boyda, Kyle Cranmer, Daniel C. Hackett, Gurtej Kanwar, Sébastien Racanière, Danilo J. Rezende, Fernando Romero-López, Phiala E. Shanahan, Betsy Tian, Julian M. Urban

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Symmetry-Based Representations for Artificial and Biological General Intelligence

Mar 17, 2022
Irina Higgins, Sébastien Racanière, Danilo Rezende

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Flow-based sampling in the lattice Schwinger model at criticality

Feb 23, 2022
Michael S. Albergo, Denis Boyda, Kyle Cranmer, Daniel C. Hackett, Gurtej Kanwar, Sébastien Racanière, Danilo J. Rezende, Fernando Romero-López, Phiala E. Shanahan, Julian M. Urban

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Normalizing flows for atomic solids

Nov 16, 2021
Peter Wirnsberger, George Papamakarios, Borja Ibarz, Sébastien Racanière, Andrew J. Ballard, Alexander Pritzel, Charles Blundell

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Implicit Riemannian Concave Potential Maps

Oct 04, 2021
Danilo J. Rezende, Sébastien Racanière

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Flow-based sampling for fermionic lattice field theories

Jun 10, 2021
Michael S. Albergo, Gurtej Kanwar, Sébastien Racanière, Danilo J. Rezende, Julian M. Urban, Denis Boyda, Kyle Cranmer, Daniel C. Hackett, Phiala E. Shanahan

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