Water in nanopores and biological channels: a molecular simulation perspective

CI Lynch, S Rao, MSP Sansom - Chemical reviews, 2020 - ACS Publications
This Review explores the dynamic behavior of water within nanopores and biological
channels in lipid bilayer membranes. We focus on molecular simulation studies, alongside …

Nuclear quantum effects enter the mainstream

TE Markland, M Ceriotti - Nature Reviews Chemistry, 2018 - nature.com
Atomistic simulations of chemical, biological and materials systems have become
increasingly precise and predictive owing to the development of accurate and efficient …

Realistic phase diagram of water from “first principles” data-driven quantum simulations

SL Bore, F Paesani - Nature communications, 2023 - nature.com
Since the experimental characterization of the low-pressure region of water's phase diagram
in the early 1900s, scientists have been on a quest to understand the thermodynamic …

The TensorMol-0.1 model chemistry: a neural network augmented with long-range physics

K Yao, JE Herr, DW Toth, R Mckintyre, J Parkhill - Chemical science, 2018 - pubs.rsc.org
Traditional force fields cannot model chemical reactivity, and suffer from low generality
without re-fitting. Neural network potentials promise to address these problems, offering …

Signatures of a liquid–liquid transition in an ab initio deep neural network model for water

TE Gartner III, L Zhang, PM Piaggi… - Proceedings of the …, 2020 - National Acad Sciences
The possible existence of a metastable liquid–liquid transition (LLT) and a corresponding
liquid–liquid critical point (LLCP) in supercooled liquid water remains a topic of much …

Ab initio thermodynamics of liquid and solid water

B Cheng, EA Engel, J Behler… - Proceedings of the …, 2019 - National Acad Sciences
Thermodynamic properties of liquid water as well as hexagonal (Ih) and cubic (Ic) ice are
predicted based on density functional theory at the hybrid-functional level, rigorously taking …

Maxima in the thermodynamic response and correlation functions of deeply supercooled water

KH Kim, A Späh, H Pathak, F Perakis, D Mariedahl… - Science, 2017 - science.org
Femtosecond x-ray laser pulses were used to probe micrometer-sized water droplets that
were cooled down to 227 kelvin in vacuum. Isothermal compressibility and correlation length …

Δ-machine learned potential energy surfaces and force fields

JM Bowman, C Qu, R Conte, A Nandi… - Journal of Chemical …, 2022 - ACS Publications
There has been great progress in developing machine-learned potential energy surfaces
(PESs) for molecules and clusters with more than 10 atoms. Unfortunately, this number of …

Elucidating the Competitive Adsorption of H2O and CO2 in CALF-20: New Insights for Enhanced Carbon Capture Metal–Organic Frameworks

CH Ho, F Paesani - ACS applied materials & interfaces, 2023 - ACS Publications
In light of the pressing need for efficient carbon capture solutions, our study investigates the
simultaneous adsorption of water (H2O) and carbon dioxide (CO2) as a function of relative …

Elevating density functional theory to chemical accuracy for water simulations through a density-corrected many-body formalism

S Dasgupta, E Lambros, JP Perdew… - Nature communications, 2021 - nature.com
Density functional theory (DFT) has been extensively used to model the properties of water.
Albeit maintaining a good balance between accuracy and efficiency, no density functional …