44 citations · 46 across the 4 of their papers we have counts for
5 papers
Crystal polymorph selection mechanism of hard spheres hidden in the fluid
Gabriele M. Coli, Robin van Damme, C. Patrick Royall +1
Nucleation plays a critical role in the birth of crystals and is associated with a vast array of phenomena such as protein crystallization and ice formation in clouds. Despite nume…
Inverse design of soft materials via a deep-learning-based evolutionary strategy
Gabriele Maria Coli, Emanuele Boattini, Laura Filion +1
Colloidal self-assembly -- the spontaneous organization of colloids into ordered structures -- has been considered key to produce next-generation materials. However, the present-da…
Machine-learning free-energy functionals using density profiles from simulations
Peter Cats, Sander Kuipers, Sacha de Wind +4
The formally exact framework of equilibrium Density Functional Theory (DFT) is capable of simultaneously and consistently describing thermodynamic and structural properties of inte…
Softness suppresses fivefold symmetry and enhances crystallization of binary Laves phases in nearly hard spheres
Tonnishtha Dasgupta, Gabriele M. Coli, Marjolein Dijkstra
Colloidal crystals with a diamond and pyrochlore structure display wide photonic band gaps at low refractive index contrasts. However, these low-coordinated and open structures are…
Inverse design of charged colloidal particle interactions for self assembly into specified crystal structures
Rajneesh Kumar, Gabriele M. Coli, Marjolein Dijkstra +1
We study the inverse problem of tuning interaction parameters between charged colloidal particles interacting with a hard-core repulsive Yukawa potential, so that they assemble int…