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ORCIDGurtej Kanwar
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2020 – today
- 2024
[i15]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:
Applications of flow models to the generation of correlated lattice QCD ensembles. CoRR abs/2401.10874 (2024)- [i14]Ryan Abbott, Michael S. Albergo, Denis Boyda, Daniel C. Hackett, Gurtej Kanwar, Fernando Romero-López, Phiala E. Shanahan, Julian M. Urban:
Practical applications of machine-learned flows on gauge fields. CoRR abs/2404.11674 (2024) - 2023
- [i13]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:
Normalizing flows for lattice gauge theory in arbitrary space-time dimension. CoRR abs/2305.02402 (2023) - [i12]Kyle Cranmer, Gurtej Kanwar, Sébastien Racanière, Danilo J. Rezende, Phiala E. Shanahan:
Advances in machine-learning-based sampling motivated by lattice quantum chromodynamics. CoRR abs/2309.01156 (2023) - 2022
- [i11]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:
Flow-based sampling in the lattice Schwinger model at criticality. CoRR abs/2202.11712 (2022) - [i10]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:
Gauge-equivariant flow models for sampling in lattice field theories with pseudofermions. CoRR abs/2207.08945 (2022) - 2021
- [i9]Michael S. Albergo, Denis Boyda, Daniel C. Hackett, Gurtej Kanwar, Kyle Cranmer, Sébastien Racanière, Danilo Jimenez Rezende, Phiala E. Shanahan:
Introduction to Normalizing Flows for Lattice Field Theory. CoRR abs/2101.08176 (2021) - [i8]Gurtej Kanwar:
Machine Learning and Variational Algorithms for Lattice Field Theory. CoRR abs/2106.01975 (2021) - [i7]Michael S. Albergo, Gurtej Kanwar, Sébastien Racanière, Danilo J. Rezende, Julian M. Urban, Denis Boyda, Kyle Cranmer, Daniel C. Hackett, Phiala E. Shanahan:
Flow-based sampling for fermionic lattice field theories. CoRR abs/2106.05934 (2021) - [i6]Daniel C. Hackett, Chung-Chun Hsieh, Michael S. Albergo, Denis Boyda, Jiunn-Wei Chen, Kai-Feng Chen, Kyle Cranmer, Gurtej Kanwar, Phiala E. Shanahan:
Flow-based sampling for multimodal distributions in lattice field theory. CoRR abs/2107.00734 (2021) - 2020
- [c2]Danilo Jimenez Rezende, George Papamakarios, Sébastien Racanière, Michael S. Albergo, Gurtej Kanwar, Phiala E. Shanahan, Kyle Cranmer:
Normalizing Flows on Tori and Spheres. ICML 2020: 8083-8092 - [i5]Danilo Jimenez Rezende, George Papamakarios, Sébastien Racanière, Michael S. Albergo, Gurtej Kanwar, Phiala E. Shanahan, Kyle Cranmer:
Normalizing Flows on Tori and Spheres. CoRR abs/2002.02428 (2020) - [i4]Gurtej Kanwar, Michael S. Albergo, Denis Boyda, Kyle Cranmer, Daniel C. Hackett, Sébastien Racanière, Danilo Jimenez Rezende, Phiala E. Shanahan:
Equivariant flow-based sampling for lattice gauge theory. CoRR abs/2003.06413 (2020) - [i3]Denis Boyda, Gurtej Kanwar, Sébastien Racanière, Danilo Jimenez Rezende, Michael S. Albergo, Kyle Cranmer, Daniel C. Hackett, Phiala E. Shanahan:
Sampling using SU(N) gauge equivariant flows. CoRR abs/2008.05456 (2020)
2010 – 2019
- 2019
- [c1]Adam Bene Watts, Aram W. Harrow, Gurtej Kanwar, Anand Natarajan:
Algorithms, Bounds, and Strategies for Entangled XOR Games. ITCS 2019: 10:1-10:18 - [i2]Michael S. Albergo, Gurtej Kanwar, Phiala E. Shanahan:
Flow-based generative models for Markov chain Monte Carlo in lattice field theory. CoRR abs/1904.12072 (2019) - 2018
- [i1]Adam Bene Watts, Aram W. Harrow, Gurtej Kanwar, Anand Natarajan:
Algorithms, Bounds, and Strategies for Entangled XOR Games. CoRR abs/1801.00821 (2018) - 2016
- [j1]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:
Simit: A Language for Physical Simulation. ACM Trans. Graph. 35(2): 20:1-20:21 (2016)
Coauthor Index
aka: Danilo J. Rezende
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