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Capturing dichotomic solvent behavior in solute–solvent reactions with neural...
Simulations of chemical reactivity in condensed phase systems represent an ongoing challenge in computational chemistry, where traditional quantum chemical approaches typically... -
From organic fragments to photoswitchable catalysts: the off-on structural re...
Structurally and conformationally diverse databases are needed to train accurate neural networks or kernel-based potentials capable of exploring the complex free energy... -
Coherent and semicoherent interfaces in titanium: structure, thermodynamics, ...
The α/β interface is central to the microstructure and mechanical properties of titanium alloys. We investigate the structure, thermodynamics and migration of the coherent and... -
Learning a reactive potential for silica-water through uncertainty attribution
The reactivity of silicates in aqueous solution is relevant to various chemistries ranging from silicate minerals in geology, to the C-S-H phase in cement, nanoporous zeolite... -
Property map collective variable as a useful tool for force field correction
Molecular mechanics potentials for small molecules suffer inaccuracies. To apply corrections we used a concept called property map to calculate corrections. It was calculated as... -
Phase equilibrium of liquid water and hexagonal ice from enhanced sampling mo...
We study the phase equilibrium between liquid water and ice Ih modeled by the TIP4P/Ice interatomic potential using enhanced sampling molecular dynamics simulations. Our... -
Oxygen evolution reaction: Bifunctional mechanism breaking the linear scaling...
The bifunctional mechanism for the oxygen evolution reaction (OER) involving two distinct reaction sites is studied through the computational hydrogen electrode method for a set... -
Rethinking Metadynamics
Metadynamics is an enhanced sampling method of great popularity, based on the on-the-fly construction of a bias potential that is a function of a selected number of collective... -
Making the best of a bad situation: a multiscale approach to free energy calc...
Many enhanced sampling techniques rely on the identification of a number of collective variables that describe all the slow modes of the system. By constructing a bias potential... -
Making the best of a bad situation: a multiscale approach to free energy calc...
Many enhanced sampling techniques rely on the identification of a number of collective variables that describe all the slow modes of the system. By constructing a bias potential... -
Free-Energy Surface Prediction by Flying Gaussian Method
Molecular simulations are computationally expensive, especially in systems with multiple free energy minima. To address this problem many enhanced sampling techniques have been... -
Understanding imidazolium-based ionic liquids role in the CO₂ electroreductio...
Seven imidazolium-based ionic liquids (ILs) with different anions and cations were investigated as catholytes for the CO₂ electrocatalytic reduction to CO over silver. A... -
Property map collective variable as a useful tool for force field correction
Molecular mechanics potentials for small molecules suffer inaccuracies. To apply corrections we used a concept called property map to calculate corrections. It was calculated as... -
Making the best of a bad situation: a multiscale approach to free energy calc...
Many enhanced sampling techniques rely on the identification of a number of collective variables that describe all the slow modes of the system. By constructing a bias potential... -
Calculation of phase diagrams in the multithermal-multibaric ensemble
From the Ising model and the Lennard-Jones fluid to water and the iron-carbon system, phase diagrams are an indispensable tool to understand phase equilibria. Despite the effort... -
Rethinking Metadynamics
Metadynamics is an enhanced sampling method of great popularity, based on the on-the-fly construction of a bias potential that is function of a selected number of collective... -
Making the best of a bad situation: a multiscale approach to free energy calc...
Many enhanced sampling techniques rely on the identification of a number of collective variables that describe all the slow modes of the system. By constructing a bias potential...