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Name: Joseph W. Abbott

Type: User

Company: Lab COSMO, EPFL

Bio: PhD candidate @lab-cosmo, EPFL in ML for atomistic simulations. Currently working on machine learning the electron density.

Twitter: jwasci

Location: Lausanne

🌱 I'm a computational chemist / materials scientist working towards my PhD...
📍 ... in lab COSMO at EPFL, Lausanne, Switzerland...
🔭 ... currently working on integrated machine learning models for electronic structure theory...
📫 ... and contactable at [email protected] or find me on X @jwasci !

Joseph W. Abbott's Projects

A tool to calculate and visualise molecular orbitals using RHF and DFT, written in MATLAB.

An open source predictive model of protein expression in yeast, written in Python.

Example repository as a teaching aid for class "CH-200: Practical Programming in Chemistry" at EPFL.

A tool to model the bath relaxation dynamics of open quantum systems by Lindblad and Hierarchical Equations of Motion (HEOM) approaches.

A proof-of-concept framework for torch-based learning of the electron density and related scalar fields

Analyzing chemical databases and predicting reaction conditions with cheminformatics

A collection of scikit-learn compatible utilities that implement methods born out of the materials science and chemistry communities

Spectra prediction software and GUI for anyone to use.

React

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Vue.js

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Typescript

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TensorFlow

An Open Source Machine Learning Framework for Everyone
Django

The Web framework for perfectionists with deadlines.
Laravel

A PHP framework for web artisans
D3

Bring data to life with SVG, Canvas and HTML. 📊📈🎉

javascript

JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
web

Some thing interesting about web. New door for the world.
server

A server is a program made to process requests and deliver data to clients.
Machine learning

Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Visualization

Some thing interesting about visualization, use data art
Game

Some thing interesting about game, make everyone happy.

Facebook

We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft

Open source projects and samples from Microsoft.
Google

Google ❤️ Open Source for everyone.
Alibaba

Alibaba Open Source for everyone
D3

Data-Driven Documents codes.
Tencent

China tencent open source team.