Sebastien Racaniere
Overview
Explore the profile of Sebastien Racaniere including associated specialties, affiliations and a list of published articles.
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Articles
3
Citations
28
Followers
0
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Recent Articles
1.
Higgins I, Racaniere S, Rezende D
Front Comput Neurosci
. 2022 May;
16:836498.
PMID: 35493854
Biological intelligence is remarkable in its ability to produce complex behavior in many diverse situations through data efficient, generalizable, and transferable skill acquisition. It is believed that learning "good" sensory...
2.
Wirnsberger P, Ballard A, Papamakarios G, Abercrombie S, Racaniere S, Pritzel A, et al.
J Chem Phys
. 2020 Oct;
153(14):144112.
PMID: 33086827
Free energy perturbation (FEP) was proposed by Zwanzig [J. Chem. Phys. 22, 1420 (1954)] more than six decades ago as a method to estimate free energy differences and has since...
3.
Kanwar G, Albergo M, Boyda D, Cranmer K, Hackett D, Racaniere S, et al.
Phys Rev Lett
. 2020 Oct;
125(12):121601.
PMID: 33016765
We define a class of machine-learned flow-based sampling algorithms for lattice gauge theories that are gauge invariant by construction. We demonstrate the application of this framework to U(1) gauge theory...