Molecular simulation approaches to study crystal nucleation from solutions: Theoretical considerations and computational challenges
Nucleation is the initial step in the formation of crystalline materials from solutions. Various
factors, such as environmental conditions, composition, and external fields, can influence its …
factors, such as environmental conditions, composition, and external fields, can influence its …
Recent advances in describing and driving crystal nucleation using machine learning and artificial intelligence
With the advent of faster computer processors and especially graphics processing units
(GPUs) over the last few decades, the use of data-intensive machine learning (ML) and …
(GPUs) over the last few decades, the use of data-intensive machine learning (ML) and …
Driving and characterizing nucleation of urea and glycine polymorphs in water
Crystal nucleation is relevant across the domains of fundamental and applied sciences.
However, in many cases, its mechanism remains unclear due to a lack of temporal or spatial …
However, in many cases, its mechanism remains unclear due to a lack of temporal or spatial …
Nucleation of biomolecular condensates from finite-sized simulations
The nucleation of protein condensates is a concentration-driven process of assembly. When
modeled in the canonical ensemble, condensation is affected by finite-size effects. Here, we …
modeled in the canonical ensemble, condensation is affected by finite-size effects. Here, we …
Quantifying the relevance of long-range forces for crystal nucleation in water
Understanding nucleation from aqueous solutions is of fundamental importance in a
multitude of fields, ranging from materials science to biophysics. The complex solvent …
multitude of fields, ranging from materials science to biophysics. The complex solvent …
A variational approach to assess reaction coordinates for two-step crystallization
Molecule-and particle-based simulations provide the tools to test, in microscopic detail, the
validity of classical nucleation theory. In this endeavor, determining nucleation mechanisms …
validity of classical nucleation theory. In this endeavor, determining nucleation mechanisms …
Divergence among Local Structure, Dynamics, and Nucleation Outcome in Heterogeneous Nucleation of Close-Packed Crystals
TS Domingues, S Hussain… - The Journal of Physical …, 2024 - ACS Publications
Heterogeneous crystal nucleation is the dominant mechanism of crystallization in most
systems, yet its underlying physics remains an enigma. While emergent interfacial crystalline …
systems, yet its underlying physics remains an enigma. While emergent interfacial crystalline …
Constant chemical potential–quantum mechanical–molecular dynamics simulations of the graphene–electrolyte double layer
We present the coupling of two frameworks—the pseudo-open boundary simulation method
known as constant potential molecular dynamics simulations (CμMD), combined with …
known as constant potential molecular dynamics simulations (CμMD), combined with …
To pair or not to pair? Machine-learned explicitly-correlated electronic structure for NaCl in water
The extent of ion pairing in solution is an important phenomenon to rationalize transport and
thermodynamic properties of electrolytes. A fundamental measure of this pairing is the …
thermodynamic properties of electrolytes. A fundamental measure of this pairing is the …
Pharmaceutical digital design: from chemical structure through crystal polymorph to conceptual crystallization process
A workflow for the digital design of crystallization processes starting from the chemical
structure of the active pharmaceutical ingredient (API) is a multistep, multidisciplinary …
structure of the active pharmaceutical ingredient (API) is a multistep, multidisciplinary …