Gurtej Kanwar

21 papers A* 1A 1Journal 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Monte Carlo estimator of flow fields for sampling and noise problems.
CoRR
Michael S. Albergo, Gurtej Kanwar
2026 J jnl
Variance reduction in lattice QCD observables via normalizing flows.
CoRR
Ryan Abbott, Denis Boyda, Yang Fu, Daniel C. Hackett, Gurtej Kanwar, Fernando Romero-López, Phiala E. Shanahan, Julian M. Urban
2024 J jnl
Applications of flow models to the generation of correlated lattice QCD ensembles.
CoRR
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
2024 J jnl
Exploring gauge-fixing conditions with gradient-based optimization.
CoRR
William Detmold, Gurtej Kanwar, Yin Lin, Phiala E. Shanahan, Michael L. Wagman
2024 J jnl
Practical applications of machine-learned flows on gauge fields.
CoRR
Ryan Abbott, Michael S. Albergo, Denis Boyda, Daniel C. Hackett, Gurtej Kanwar, Fernando Romero-López, Phiala E. Shanahan, Julian M. Urban
2023 J jnl
Advances in machine-learning-based sampling motivated by lattice quantum chromodynamics.
CoRR
Kyle Cranmer, Gurtej Kanwar, Sébastien Racanière, Danilo J. Rezende, Phiala E. Shanahan
2023 J jnl
Normalizing flows for lattice gauge theory in arbitrary space-time dimension.
CoRR
Ryan Abbott, Michael S. Albergo, Aleksandar Botev, Denis Boyda, Kyle Cranmer, Daniel C. Hackett, Gurtej Kanwar, Alexander G. de G. Matthews, Sébastien Racanière, Ali Razavi, Danilo J. Rezende, Fernando Romero-López, Phiala E. Shanahan, Julian M. Urban
2022 J jnl
Flow-based sampling in the lattice Schwinger model at criticality.
CoRR
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
2022 J jnl
Gauge-equivariant flow models for sampling in lattice field theories with pseudofermions.
CoRR
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
2021 J jnl
Flow-based sampling for fermionic lattice field theories.
CoRR
Michael S. Albergo, Gurtej Kanwar, Sébastien Racanière, Danilo J. Rezende, Julian M. Urban, Denis Boyda, Kyle Cranmer, Daniel C. Hackett, Phiala E. Shanahan
2021 J jnl
Flow-based sampling for multimodal distributions in lattice field theory.
CoRR
Daniel C. Hackett, Chung-Chun Hsieh, Michael S. Albergo, Denis Boyda, Jiunn-Wei Chen, Kai-Feng Chen, Kyle Cranmer, Gurtej Kanwar, Phiala E. Shanahan
2021 J jnl
Introduction to Normalizing Flows for Lattice Field Theory.
CoRR
Michael S. Albergo, Denis Boyda, Daniel C. Hackett, Gurtej Kanwar, Kyle Cranmer, Sébastien Racanière, Danilo Jimenez Rezende, Phiala E. Shanahan
2021 J jnl
Machine Learning and Variational Algorithms for Lattice Field Theory.
CoRR
Gurtej Kanwar
2020 J jnl
Equivariant flow-based sampling for lattice gauge theory.
CoRR
Gurtej Kanwar, Michael S. Albergo, Denis Boyda, Kyle Cranmer, Daniel C. Hackett, Sébastien Racanière, Danilo Jimenez Rezende, Phiala E. Shanahan
2020 A* conf
Normalizing Flows on Tori and Spheres.
ICML
Danilo Jimenez Rezende, George Papamakarios, Sébastien Racanière, Michael S. Albergo, Gurtej Kanwar, Phiala E. Shanahan, Kyle Cranmer
2020 J jnl
Normalizing Flows on Tori and Spheres.
CoRR
Danilo Jimenez Rezende, George Papamakarios, Sébastien Racanière, Michael S. Albergo, Gurtej Kanwar, Phiala E. Shanahan, Kyle Cranmer
2020 J jnl
Sampling using SU(N) gauge equivariant flows.
CoRR
Denis Boyda, Gurtej Kanwar, Sébastien Racanière, Danilo Jimenez Rezende, Michael S. Albergo, Kyle Cranmer, Daniel C. Hackett, Phiala E. Shanahan
2019 A conf
Algorithms, Bounds, and Strategies for Entangled XOR Games.
ITCS
Adam Bene Watts, Aram W. Harrow, Gurtej Kanwar, Anand Natarajan
2019 J jnl
Flow-based generative models for Markov chain Monte Carlo in lattice field theory.
CoRR
Michael S. Albergo, Gurtej Kanwar, Phiala E. Shanahan
2018 J jnl
Algorithms, Bounds, and Strategies for Entangled XOR Games.
CoRR
Adam Bene Watts, Aram W. Harrow, Gurtej Kanwar, Anand Natarajan
2016 J jnl
Simit: A Language for Physical Simulation.
ACM Trans. Graph.
Fredrik Kjolstad, Shoaib Kamil, Jonathan Ragan-Kelley, David I. W. Levin, Shinjiro Sueda, Desai Chen, Etienne Vouga, Danny M. Kaufman, Gurtej Kanwar, Wojciech Matusik, Saman P. Amarasinghe