cond-mat.stat-mech · 2026-09-15 · No. 114
Statistical Mechanics, 2026-09-15.
1 new papers in cond-mat.stat-mech. Titles, authors,
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01 — The papers
1 entries-
01
Bridging Control, Inference, Transport, and Thermodynamics: From Theory to Applications in Learning
Emmy Blumenthal, Nikolas Claussen, Benjamin Eysenbach, Catherine Ji, Gautam Reddy, Colin Scheibner, Benjamin Sorkin
cond-mat.stat-mech · cond-mat.dis-nn · cond-mat.soft · cs.LG · physics.bio-ph
The last decade has seen the development of powerful methods for learning complex structure from high-dimensional data. These advances have brought to the foreground fundamental connections between subdisciplines of physics, applied mathematics, and machine learning. In this review, we bring together some of these ideas, often expressed in different languages, to highlight a conceptual thread that links five distinct fields: control theory,...
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