Underfox on X: "In this paper, researchers have introduced a new optimized version of DeePMD-kit, based in a novel tabulated deep potential model and system optimizations, able to save 82% of floating-point
![PDF] DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics | Semantic Scholar](https://d3i71xaburhd42.cloudfront.net/7de41d2b8140f39c646b20db858d47dac9f87b7f/16-Figure5-1.png "PDF] DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics | Semantic Scholar")
PDF] DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics | Semantic Scholar
![PDF] DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics | Semantic Scholar](https://d3i71xaburhd42.cloudfront.net/7de41d2b8140f39c646b20db858d47dac9f87b7f/16-Figure4-1.png "PDF] DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics | Semantic Scholar")
PDF] DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics | Semantic Scholar
Machine Learning Software that Enhances Molecular Dynamics Modeling Wins Gordon Bell Prize
3.5. Descriptor "se_atten" — DeePMD-kit documentation
DeepModeling (@DeepModeling) / X
Specialising neural network potentials for accurate properties and application to the mechanical response of titanium | npj Computational Materials
![PDF] DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics | Semantic Scholar](https://d3i71xaburhd42.cloudfront.net/7de41d2b8140f39c646b20db858d47dac9f87b7f/15-Figure3-1.png "PDF] DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics | Semantic Scholar")
PDF] DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics | Semantic Scholar
Yifan Li - From Deep Potential to DeePMD-kit, to DeepModeling - YouTube
deepmd-kit - Python Package Health Analysis | Snyk
DeePMD-kit's documentation — DeePMD-kit documentation
86 PFLOPS Deep Potential Molecular Dynamics simulation of 100 million atoms with ab initio accuracy - ScienceDirect
DeePMD-kit TensorBoard usage — DeePMD-kit documentation
The architecture of the DeePMD-kit code. The red boxes are modules... | Download Scientific Diagram
The architecture of the DeePMD-kit code. The red boxes are modules... | Download Scientific Diagram
DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics | DeepAI
Accelerated Molecular Simulation Using Deep Potential Workflow with NGC | NVIDIA Technical Blog
Publications driven by DeePMD-kit | DeepModeling
DeePMD-kit | NVIDIA NGC
Complex reaction processes in combustion unraveled by neural network-based molecular dynamics simulation | Nature Communications
DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics - ScienceDirect
新闻动态- 松山湖材料实验室
GitHub - deepmodeling/deepmd-kit: A deep learning package for many-body potential energy representation and molecular dynamics
Installation from conda-forge provides lammps without deepmd pairstyle · Issue #2451 · deepmodeling/deepmd-kit · GitHub
