activity
20182025
most citedMachine-learning effective many-body potentials for anisotropic particles using orientation-dependent symmetry functions

27 citations · 41 across the 5 of their papers we have counts for

collaborators

9 papers

cond-mat.soft2025★ 1 cited

Predicting structure and swelling of microgels with different crosslinker concentrations combining machine-learning with numerical simulations

Susana Marín-Aguilar, Emanuela Zaccarelli

Microgels made of poly(N-isopropylacrylamide) are the prototype of soft, thermoresponsive particles widely used to study fundamental problems in condensed matter physics. However,…

cond-mat.soft2023★ 2 cited

Flexible Colloidal Molecules with Directional Bonds and Controlled Flexibility

Yogesh Shelke, Fabrizio Camerin, Susana Marín-Aguilar +3

Colloidal molecules are ideal model systems for mimicking real molecules and can serve as versatile building blocks for the bottom-up self-assembly of flexible and smart materials.…

cond-mat.soft2022★ 11 cited

Guiding the self-assembly of colloidal diamond

Susana Marín-Aguilar, Fabrizio Camerin, Marjolein Dijkstra

The assembly of colloidal cubic diamond is a challenging process since the shape and interaction parameters and the thermodynamic conditions where this structure is stable are elus…

cond-mat.soft2022

Exploiting anisotropic particle shape to electrostatically assemble colloidal molecules with high yield and purity

Yogesh Shelke, Susana Marín-Aguilar, Fabrizio Camerin +2

Hypothesis: Colloidal molecules with anisotropic shapes and interactions are powerful model systems for deciphering the behavior of real molecules and building units for creating m…

cond-mat.soft2022★ 27 cited

Machine-learning effective many-body potentials for anisotropic particles using orientation-dependent symmetry functions

Gerardo Campos-Villalobos, Giuliana Giunta, Susana Marín-Aguilar +1

Spherically-symmetric atom-centered descriptors of atomic environments have been widely used for constructing potential or free energy surfaces of atomistic and colloidal systems a…

cond-mat.stat-mech2021

Correlation between plastic rearrangements and local structure in a cyclically driven glass

Saheli Mitra, Susana Marin-Aguilar, Srikanth Sastry +2

The correlation between local structure and the propensity for structural rearrangements has been widely investigated in glass forming liquids and glasses. In this paper we use the…