physics.chem-ph · 2026-07-07 · No. 46
Chemical Physics, 2026-07-07.
1 new papers in physics.chem-ph. Titles, authors,
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01 — The papers
1 entries-
01
Physically-Relevant Information Learning in High-Dimensional Time-Derivatives Spaces
Domiziano Doria, Matteo Becchi, Giovanni M. Pavan
physics.chem-ph · cs.LG
Understanding the physics of many-body complex dynamical systems is typically non-trivial. High-dimensional analysis approaches are often deemed necessary to prevent losing important information. Typically, these use order parameters or descriptors capturing information related to, e.g., relative positions, symmetries, etc., of the units in the studied system. However, in many cases, gaining information related to the relative positions (or...
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