4 citations · 7 across the 4 of their papers we have counts for
4 papers
The Role of Concentration in Determining NaCl Nucleation Mechanism: A Story of Pathways Coexistence
Porhouy Minh, Sapna Sarupria
Deciphering the microscopic details of crystal nucleation remains a key open problem in chemical physics. For aqueous sodium chloride (NaCl), the extent to which nucleation involve…
Path Sampling for Rare Events Boosted by Machine Learning
Porhouy Minh, Sapna Sarupria
The study by Jung et al. (Jung H, Covino R, Arjun A, et al., Nat Comput Sci. 3:334-345 (2023)) introduced Artificial Intelligence for Molecular Mechanism Discovery (AIMMD), a novel…
Crystal Nucleation Kinetics and Mechanism: Influence of Interaction Potential
Porhouy Minh, Steven W. Hall, Ryan S. DeFever +1
Modulating liquid-to-solid transitions and the resulting crystalline structure for tailored properties is much desired. Colloidal systems are exemplary to this end, but the fundame…
LeaPP: Learning Pathways to Polymorphs through machine learning analysis of atomic trajectories
Steven W. Hall, Porhouy Minh, Sapna Sarupria
Understanding the mechanisms underlying crystal formation is crucial. For most systems, crystallization typically goes through a nucleation process that involves dynamics that happ…