activity
20162024
most citedUnsupervised machine learning for detection of phase transitions in off-lattice systems II. Applications

44 citations · 267 across the 11 of their papers we have counts for

collaborators

11 papers

cond-mat.soft2024★ 12 cited

Biased ensembles of pulsating active matter

William D. Piñeros, Étienne Fodor

We discover unexpected connections between packing configurations and rare fluctuations in dense systems of active particles subject to pulsation of size. Using large deviation the…

cond-mat.stat-mech2023★ 22 cited

Methods and Conversations in (Post)Modern Thermodynamics

Francesco Avanzini, Massimo Bilancioni, Vasco Cavina +19

Lecture notes after the doctoral school (Post)Modern Thermodynamics held at the University of Luxembourg, December 2022, 5-7, covering and advancing continuous-time Markov chains,…

physics.chem-ph2021★ 20 cited

Spontaneous Chiral Symmetry Breaking in a Random Driven Chemical System

William D. Piñeros, Tsvi Tlusty

Living systems have evolved to efficiently consume available energy sources using an elaborate circuitry of chemical reactions which, puzzlingly, bear a strict restriction to asymm…

cond-mat.stat-mech2020★ 6 cited

Inverse Design of Non-Equilibrium Steady-States: A Large Deviation Approach

William D. Piñeros, Tsvi Tlusty

The design of small scale non-equilibrium steady states (NESS) is a challenging, open ended question. While similar equilibrium problems are tractable using standard thermodynamics…

physics.bio-ph2019★ 37 cited

Kinetic Proofreading and the Limits of Thermodynamic Uncertainty

William D. Piñeros, Tsvi Tlusty

To mitigate errors induced by the cell's heterogeneous noisy environment, its main information channels and production networks utilize the kinetic proofreading (KPR) mechanism. He…

physics.comp-ph2018★ 44 cited

Unsupervised machine learning for detection of phase transitions in off-lattice systems II. Applications

R. B. Jadrich, B. A. Lindquist, W. D. Pineros +2

We outline how principal component analysis (PCA) can be applied to particle configuration data to detect a variety of phase transitions in off-lattice systems, both in and out of…

cond-mat.soft2018★ 39 cited

Inverse Design of Multicomponent Assemblies

William D. Piñeros, Beth A. Lindquist, Ryan B. Jadrich +1

Inverse design can be a useful strategy for discovering interactions that drive particles to spontaneously self-assemble into a desired structure. Here, we extend an inverse design…

cond-mat.soft2017★ 12 cited

Design of two-dimensional particle assemblies using isotropic pair interactions with an attractive well

William D. Piñeros, Ryan B. Jadrich, Thomas M. Truskett

Using ground-state and relative-entropy based inverse design strategies, isotropic interactions with an attractive well are determined to stabilize and promote as- sembly of partic…

cond-mat.soft2017★ 18 cited

Designing Pairwise Interactions that Stabilize Open Crystals: Truncated Square and Truncated Hexagonal Lattices

William D. Piñeros, Thomas M. Truskett

Using a recently introduced formulation of the ground-state inverse design problem for a targeted lattice [Piñeros et al., J. Chem. Phys. 144} 084502 (2016)], we discover purely re…

cond-mat.soft2016★ 41 cited

Designing convex repulsive pair potentials that favor assembly of kagome and snub square lattices

William D. Piñeros, Michael Baldea, Thomas M. Truskett

Building on a recently introduced inverse strategy, isotropic and convex repulsive pair potentials were designed that favor assembly of particles into kagome and equilateral snub s…

cond-mat.soft2016★ 16 cited

Breadth versus depth: Interactions that stabilize particle assemblies to changes in density or temperature

William D. Piñeros, Michael Baldea, Thomas M. Truskett

We use inverse methods of statistical mechanics to explore trade-offs associated with designing interactions to stabilize self-assembled structures against changes in density or te…