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Nan Xu's Projects

ailearning icon ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

bomc icon bomc

Monte Carlo based generator of defect-free amorphous samples of Si and SiO2

cif2vasp icon cif2vasp

Converts (most) CIF files to VASP's POSCAR format

deepmd-kit icon deepmd-kit

A deep learning package for many-body potential energy representation and molecular dynamics (modified for training polarizability))

dmff icon dmff

DMFF (Differentiable Molecular Force Field) is a Jax-based python package that provides a full differentiable implementation of molecular force field models.

dmp icon dmp

Codes and sample data supporting the Dutch Microbiome Project. The preprint is currently available at https://www.biorxiv.org/content/10.1101/2020.11.27.401125v1 and full data can be requested from EGA (https://ega-archive.org/studies/EGAS00001005027) and Lifelines biobank (https://www.lifelines.nl/researcher)

dpgen icon dpgen

The deep potential generator

dscribe icon dscribe

DScribe is a python package for creating machine learning descriptors for atomistic systems.

ech60 icon ech60

Numerical Methods using Python

fudan-coursera icon fudan-coursera

复旦大学课程资源(计算机专业的课程已全部上传~)

gpuga icon gpuga

Graphics Processing Units Genetic Algorithm

gpumd icon gpumd

Graphics Processing Units Molecular Dynamics

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