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.
Principalele funcționalități ale lammps/lammps sunt: Interatomic Potentials, Parallel Simulations, Atomic System Simulations, Domain Decomposition, High-Performance Computing, Molecular Dynamics Simulators, Simulation Integrations, General Purpose Compute Backends.
Alternativele open-source pentru lammps/lammps includ: projectchrono/chrono — Chrono is a multi-physics simulation suite that functions as a multibody dynamics simulator, a finite element analysis… mesa/mesa — Mesa is a Python framework for agent-based modeling and complex systems simulation. It provides a toolkit for creating… nvidia/isaac-gr00t. google-deepmind/mujoco_menagerie — mujoco_menagerie is a curated library of physical robot specifications and XML model definitions designed for… robotlocomotion/drake — Drake is a robotics simulation framework and control system modeling tool used for designing, simulating, and… zhaochenyang20/awesome-ml-sys-tutorial — This project provides a comprehensive technical guide and framework for engineering large-scale machine learning…
Chrono is a multi-physics simulation suite that functions as a multibody dynamics simulator, a finite element analysis tool, and a robotics simulation framework. It provides specialized solvers for fluid-solid interaction and distributed physics engines capable of synchronizing multiple agents across a network. The project features a dedicated pipeline for converting CAD assemblies into simulation-ready formats and integrates directly with robot operating systems to validate autonomous control logic and sensors. It differentiates itself through the use of WebAssembly for portable browser-base
Mesa is a Python framework for agent-based modeling and complex systems simulation. It provides a toolkit for creating simulations where autonomous agents interact within a shared environment to observe emergent global behaviors. The project includes a browser-based interface for real-time visualization of simulation states and agent interactions. It also functions as a data analysis library for recording and processing metrics from model runs to quantify system behavior. The framework supports multiple environmental topologies, including grid-based spatial mapping and network-graph topologi
mujoco_menagerie is a curated library of physical robot specifications and XML model definitions designed for standardized dynamics and contact simulation. It provides a collection of high-quality robot model files for humanoids, quadrupeds, and manipulators, alongside detailed kinematic and inertial parameters used to reproduce real-world robot behavior in virtual environments. The project serves as a repository of robotics simulation assets and MJCF model definitions optimized for accuracy. It includes standardized model libraries specifically for bipedal, quadrupedal, and humanoid hardware