Applying Classical, Ab Initio, and Machine-Learning Molecular Dynamics Simulations to the Liquid Electrolyte for Rechargeable Batteries

N Yao, X Chen, ZH Fu, Q Zhang - Chemical Reviews, 2022 - ACS Publications
Rechargeable batteries have become indispensable implements in our daily life and are
considered a promising technology to construct sustainable energy systems in the future …

Review on nanoporous composite phase change materials: Fabrication, characterization, enhancement and molecular simulation

D Feng, Y Feng, L Qiu, P Li, Y Zang, H Zou, Z Yu… - … and Sustainable Energy …, 2019 - Elsevier
Solid-liquid phase change material (PCM) is the key factor for the development of thermal
energy storage (TES) technology, which substantially contributes to the utilization of …

A simple AIMD approach to derive atomic charges for condensed phase simulation of ionic liquids

Y Zhang, EJ Maginn - The Journal of Physical Chemistry B, 2012 - ACS Publications
The atomic charges for two ionic liquids (ILs), 1-n-butyl-3-methylimidazolium
hexafluorophosphate ([BMIM][PF6]) and 1-ethyl-3-methylimidazolium hexafluorophosphate …

A Knowledge–Data Dual‐Driven Framework for Predicting the Molecular Properties of Rechargeable Battery Electrolytes

YC Gao, YH Yuan, S Huang, N Yao, L Yu… - Angewandte …, 2025 - Wiley Online Library
Develo** rechargeable batteries that operate within a wide temperature range and
possess high safety has become necessary with increasing demands. Rapid and accurate …

A general guidebook for the theoretical prediction of physicochemical properties of chemicals for regulatory purposes

C Nieto-Draghi, G Fayet, B Creton, X Rozanska… - Chemical …, 2015 - ACS Publications
The REACH regulation (recent EU regulation for “Registration, Evaluation, Authorization,
and Restriction of Chemicals”) entered its product-recording phase after December 2008. 1 …

A comprehensive investigation on the accuracy and efficiency of methods for melting temperature calculation using molecular dynamics simulations

X Wang, M Yang, X Gai, Y Sun, B Cao, J Chen… - Journal of Molecular …, 2024 - Elsevier
Abstract Machine learning approaches have been extensively applied to improve the
accuracy and reliability of potentials, addressing inherent limitations in molecular dynamics …

Molecular mechanisms by which tetrahydrofuran affects CO2 hydrate Growth: Implications for carbon storage

A Phan, H Schlösser, A Striolo - Chemical Engineering Journal, 2021 - Elsevier
Gas hydrates have attracted significant fundamental and applied interests due to their
important role in various technological and environmental processes. More recently, gas …

Continuous gas-phase synthesis of core–shell nanoparticles via surface segregation

M Snellman, N Eom, M Ek, ME Messing… - Nanoscale …, 2021 - pubs.rsc.org
Synthesis methods of highly functional core@ shell nanoparticles with high throughput and
high purity are in great demand for applications, including catalysis and optoelectronics …

Equilibrium phase behavior of a continuous-space microphase former

Y Zhuang, K Zhang, P Charbonneau - Physical review letters, 2016 - APS
Periodic microphases universally emerge in systems for which short-range interparticle
attraction is frustrated by long-range repulsion. The morphological richness of these phases …

Importance of dispersion forces for prediction of thermodynamic and transport properties of some common ionic liquids

EI Izgorodina, D Golze, R Maganti, V Armel… - Physical Chemistry …, 2014 - pubs.rsc.org
An extensive study of interaction energies in ion pairs of pyrrolidinium and imidazolium ionic
liquids is presented. The Cnmpyr and Cnmim cations with varying alkyl chains from Methyl …