Rehman, Danyal

5 publications

ICLR 2026 Efficient Regression-Based Training of Normalizing Flows for Boltzmann Generators Danyal Rehman, Oscar Davis, Jiarui Lu, Jian Tang, Michael M. Bronstein, Yoshua Bengio, Alexander Tong, Joey Bose

ICLR 2026 FALCON: Few-Step Accurate Likelihoods for Continuous Flows Danyal Rehman, Tara Akhound-Sadegh, Artem Gazizov, Yoshua Bengio, Alexander Tong

ICLRW 2023 Physics-Constrained Neural Differential Equations for Learning Multi-Ionic Transport Danyal Rehman, John Lienhard

NeurIPS 2023 Self-Supervised Learning with Lie Symmetries for Partial Differential Equations Grégoire Mialon, Quentin Garrido, Hannah Lawrence, Danyal Rehman, Yann LeCun, Bobak Kiani

ICLRW 2023 Self-Supervised Learning with Lie Symmetries for Partial Differential Equations Grégoire Mialon, Quentin Garrido, Hannah Lawrence, Danyal Rehman, Yann LeCun, Bobak Kiani