Gurtej Kanwar
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Flow-based generative models for Markov chain Monte Carlo in lattice field theory
MS Albergo, G Kanwar, PE Shanahan
Physical Review D 100 (3), 034515, 2019
582019
Simit: A language for physical simulation
F Kjolstad, S Kamil, J Ragan-Kelley, DIW Levin, S Sueda, D Chen, ...
ACM Transactions on Graphics (TOG) 35 (2), 1-21, 2016
422016
Equivariant flow-based sampling for lattice gauge theory
G Kanwar, MS Albergo, D Boyda, K Cranmer, DC Hackett, S Racaniere, ...
Physical Review Letters 125 (12), 121601, 2020
352020
Normalizing flows on tori and spheres
DJ Rezende, G Papamakarios, S Racaniere, M Albergo, G Kanwar, ...
International Conference on Machine Learning, 8083-8092, 2020
312020
Sampling using gauge equivariant flows
D Boyda, G Kanwar, S Racanière, DJ Rezende, MS Albergo, K Cranmer, ...
Physical Review D 103 (7), 074504, 2021
162021
Path integral contour deformations for noisy observables
W Detmold, G Kanwar, ML Wagman, NC Warrington
Physical Review D 102 (1), 014514, 2020
72020
Phase unwrapping and one-dimensional sign problems
W Detmold, G Kanwar, ML Wagman
Physical Review D 98 (7), 074511, 2018
62018
Algorithms, bounds, and strategies for entangled XOR games
AB Watts, AW Harrow, G Kanwar, A Natarajan
arXiv preprint arXiv:1801.00821, 2018
62018
Lattice Analysis of with 1 Adjoint Dirac Flavor
Z Bi, A Grebe, G Kanwar, P Ledwith, D Murphy, ML Wagman
arXiv preprint arXiv:1912.11723, 2019
42019
Flow-based sampling for fermionic lattice field theories
MS Albergo, G Kanwar, S Racanière, DJ Rezende, JM Urban, D Boyda, ...
arXiv preprint arXiv:2106.05934, 2021
2021
Machine Learning and Variational Algorithms for Lattice Field Theory
G Kanwar
arXiv preprint arXiv:2106.01975, 2021
2021
Path integral contour deformations for observables in gauge theory
W Detmold, G Kanwar, H Lamm, ML Wagman, NC Warrington
Physical Review D 103 (9), 094517, 2021
2021
Real-time lattice gauge theory actions: unitarity, convergence, and path integral contour deformations
G Kanwar, ML Wagman
arXiv preprint arXiv:2103.02602, 2021
2021
Introduction to Normalizing Flows for Lattice Field Theory
MS Albergo, D Boyda, DC Hackett, G Kanwar, K Cranmer, S Racanière, ...
arXiv preprint arXiv:2101.08176, 2021
2021
Connecting QCD to neutrino-nucleus scattering
J Carlson, CC Chang, W Detmold, J Isaacson, W Jay, G Kanwar, ...
2020
Normalizing Flows on Tori and Spheres
D Jimenez Rezende, G Papamakarios, S Racanière, MS Albergo, ...
arXiv e-prints, arXiv: 2002.02428, 2020
2020
Flow-based generative models for MCMC in lattice field theory
G Kanwar
37th International Symposium on Lattice Field Theory. 16-22 June 2019. Wuhan …, 2019
2019
Unwrapping Complex Phases to Address Sign Problems in Lattice Calculations
W Detmold, G Kanwar, M Wagman
APS April Meeting Abstracts 2019, Q14. 001, 2019
2019
Unwrapping phase fluctuations in one dimension
W Detmold, G Kanwar, ML Wagman
arXiv preprint arXiv:1811.03944, 2018
2018
Phase unwrapping and one-dimensional sign problems
G Kanwar, ML Wagman, W Detmold
Physical Review D 98 (arXiv: 1806.01832), 2018
2018
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