12 open-source projects similar to deepmodeling/dmff, ranked by how many features they have in common. Compare stars, activity and what each one does to find the best DMFF alternative.
This project is a parallel simulation engine and molecular dynamics simulator designed to model the physical movements of atoms and molecules. It functions as an interatomic potential framework for calculating forces between particles and a materials analysis tool for computing thermodynamic, structural, and transport properties of solids and fluids. The engine is distinguished by its high-performance computing capabilities, utilizing spatial-domain decomposition and message-passing interface communication to distribute workloads across processors. It supports multi-backend GPU acceleration v
Muse (Mixture builder for simulation environments) is a Python package for rapidly building amorphous solids and liquid mixtures from relaxed solid-state structures on Materials Project. It uses Packmol for packing molecules into simulation cells and supports density equilibration through…
You could get the supported version of LAMMPS from GitHub repository
SOMD is an ab-initio molecular dynamics (AIMD) package designed for the SIESTA DFT code. The SOMD code provides some common functionalities to perform standard Born-Oppenheimer molecular dynamics (BOMD) simulations, and contains a simple wrapper to the Neuroevolution Potential (NEP) package. The…
Quickstart | Reference docs | Paper | NeurIPS 2020
Machine Learning Collective Variables for Enhanced Sampling
Psiflow is a scalable molecular simulation engine for chemistry and materials science applications. It supports: - quantum mechanical calculations at various levels of theory (GGA and hybrid DFT, post-HF methods such as MP2 or RPA, and even coupled cluster; using CP2K|GPAW|ORCA) - trainable…
This is a high level API for using machine learning models in OpenMM simulations. With just a few lines of code, you can set up a simulation that uses a standard, pretrained model to represent some or all of the interactions in a system.
Copyright (2017) Zheyong Fan. This is the GPUMD software package. This software is distributed under the GNU General Public License (GPL) version 3.