James C. Osborn | DeepAI

DeepAI

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Featured Co-authors

Sam Foreman
4 publications
Xiao-Yong Jin
4 publications
Akio Tomiya
2 publications
Taku Izubuchi
1 publication
Luchang Jin
1 publication

research

∙ 12/02/2021

HMC with Normalizing Flows

We propose using Normalizing Flows as a trainable kernel within the mole...

19 Sam Foreman, et al. ∙

research

∙ 12/02/2021

LeapfrogLayers: A Trainable Framework for Effective Topological Sampling

We introduce LeapfrogLayers, an invertible neural network architecture t...

10 Sam Foreman, et al. ∙

research

∙ 05/07/2021

Deep Learning Hamiltonian Monte Carlo

We generalize the Hamiltonian Monte Carlo algorithm with a stack of neur...

73 Sam Foreman, et al. ∙