Mesoscopic and multiscale modelling in materials

J Fish, GJ Wagner, S Keten - Nature materials, 2021 - nature.com
The concept of multiscale modelling has emerged over the last few decades to describe
procedures that seek to simulate continuum-scale behaviour using information gleaned from …

[HTML][HTML] Classical and reactive molecular dynamics: Principles and applications in combustion and energy systems

Q Mao, M Feng, XZ Jiang, Y Ren, KH Luo… - Progress in Energy and …, 2023 - Elsevier
Molecular dynamics (MD) has evolved into a ubiquitous, versatile and powerful
computational method for fundamental research in science branches such as biology …

LAMMPS-a flexible simulation tool for particle-based materials modeling at the atomic, meso, and continuum scales

AP Thompson, HM Aktulga, R Berger… - Computer Physics …, 2022 - Elsevier
Since the classical molecular dynamics simulator LAMMPS was released as an open source
code in 2004, it has become a widely-used tool for particle-based modeling of materials at …

Tuning MOF/polymer interfacial pore geometry in mixed matrix membrane for upgrading CO2 separation performance

A Ozcan, D Fan, SJ Datta, A Diaz-Marquez… - Science …, 2024 - science.org
The current paradigm considers the control of the MOF/polymer interface mostly for
achieving a good compatibility between the two components to ensure the fabrication of …

Enhanced sampling in molecular dynamics

YI Yang, Q Shao, J Zhang, L Yang… - The Journal of chemical …, 2019 - pubs.aip.org
Although molecular dynamics simulations have become a useful tool in essentially all fields
of chemistry, condensed matter physics, materials science, and biology, there is still a large …

Computational approaches for organic semiconductors: from chemical and physical understanding to predicting new materials

V Bhat, CP Callaway, C Risko - Chemical Reviews, 2023 - ACS Publications
While a complete understanding of organic semiconductor (OSC) design principles remains
elusive, computational methods─ ranging from techniques based in classical and quantum …

Simulation strategies for ReaxFF molecular dynamics in coal pyrolysis applications: A review

S Liu, L Wei, Q Zhou, T Yang, S Li, Q Zhou - Journal of Analytical and …, 2023 - Elsevier
Research on pyrolysis mechanisms has attracted significant attention as they can efficiently
assist in coal resource utilization. Although experimental techniques have significant …

Defect-interface interactions

IJ Beyerlein, MJ Demkowicz, A Misra… - Progress in Materials …, 2015 - Elsevier
Nanostructured materials contain an extremely high density of interfaces. The properties of
these materials when exposed to extreme conditions of radiation dose, stress, deformation …

Adaptive machine learning framework to accelerate ab initio molecular dynamics

V Botu, R Ramprasad - International journal of quantum …, 2015 - Wiley Online Library
Quantum mechanics‐based ab initio molecular dynamics (MD) simulation schemes offer an
accurate and direct means to monitor the time evolution of materials. Nevertheless, the …

Roadmap on multiscale materials modeling

E Van Der Giessen, PA Schultz, N Bertin… - … and Simulation in …, 2020 - iopscience.iop.org
Modeling and simulation is transforming modern materials science, becoming an important
tool for the discovery of new materials and material phenomena, for gaining insight into the …