cpfpengfei Goto Github PK
Name: Pengfei
Type: User
Company: MIT
Bio: AI for materials discovery, scientific ML, differentiable simulations
Location: Cambridge, MA
Name: Pengfei
Type: User
Company: MIT
Bio: AI for materials discovery, scientific ML, differentiable simulations
Location: Cambridge, MA
for Hack&Roll 2020; tutor recommender website
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
An effort to reduce potential community spread during COVID-19 outbreak
Deep learning for molecules and materials book
A variational autoencoder that generates images of dogs (instead of cats)
personal collection of analysis / helper scripts
Basic alarm system connected to HandBrew tablet app for Makerthon 2019. Built for iOS and Android with Flutter.
A Python Telegram Bot that works as a helpdesk software.
Differentiable Finite Element Method with JAX
Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint
A collection of machine learning examples and tutorials.
This is the code and data by Jiali Li and Pengfei Cai for the paper "Self-Improving Photosensitizer Discovery System via Bayesian Search with First-Principle Simulations"
Prediction model used in the paper: Accelerated Design of Near-Infrared-II Molecular Fluorophores via First-Principle Understanding and Machine Learning.
Python Materials Genomics (pymatgen) is a robust materials analysis code that defines core object representations for structures and molecules with support for many electronic structure codes. It is currently the core analysis code powering the Materials Project.
sgTuitions Exploratory Data Analysis
torch-fenics
Code for: Decoding Complexity in Chemical Compositions from Optical Absorption Spectra by Machine Learning
Compilation of some VASP notes, tutorials, and examples!
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.