activity
20142026
most citedPerspective: Energy Landscapes for Machine Learning

104 citations · 543 across the 19 of their papers we have counts for

collaborators
Showing cond-mat.softShow all

6 papers · 1 filter

cond-mat.soft2025★ 3 cited

Emergent universal long-range structure in random-organizing systems

Satyam Anand, Guanming Zhang, Stefano Martiniani

Self-organization through noisy interactions is ubiquitous across physics, mathematics, and machine learning, yet how long-range structure emerges from local noisy dynamics remains…

cond-mat.soft2023★ 14 cited

Transport and Energetics of Bacterial Rectification

Satyam Anand, Xiaolei Ma, Shuo Guo +2

Randomly moving active particles can be herded into directed motion by asymmetric geometric structures. Although such a rectification process has been extensively studied due to it…

cond-mat.soft2023★ 43 cited

Estimating random close packing in polydisperse and bidisperse hard spheres via an equilibrium model of crowding

Carmine Anzivino, Mathias Casiulis, Tom Zhang +3

We show that an analogy between crowding in fluid and jammed phases of hard spheres captures the density dependence of the kissing number for a family of numerically generated jamm…

cond-mat.soft2021★ 74 cited

Play. Pause. Rewind. Measuring local entropy production and extractable work in active matter

Sunghan Ro, Buming Guo, Aaron Shih +5

Time-reversal symmetry breaking and entropy production are universal features of nonequilibrium phenomena. Despite its importance in the physics of active and living systems, the e…

cond-mat.soft2017★ 85 cited

Quantifying hidden order out of equilibrium

Stefano Martiniani, Paul M. Chaikin, Dov Levine

While the equilibrium properties, states, and phase transitions of interacting systems are well described by statistical mechanics, the lack of suitable state parameters has hinder…

cond-mat.soft2016★ 49 cited

Numerical test of the Edwards conjecture shows that all packings are equally probable at jamming

Stefano Martiniani, K. Julian Schrenk, Kabir Ramola +2

In the late 1980s, Sam Edwards proposed a possible statistical-mechanical framework to describe the properties of disordered granular materials. A key assumption underlying the the…