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Utkarsh Singh's Projects

bandup icon bandup

BandUP: Band Unfolding code for Plane-wave based calculations

benchmarks icon benchmarks

benchmarks for VASP and other first principles codes

charge3net icon charge3net

Higher-order equivariant neural networks for charge density prediction in materials

chgnet icon chgnet

Pretrained universal neural network potential for charge-informed atomistic modeling

custodian icon custodian

A simple, robust and flexible just-in-time job management framework in Python.

ewaldmp icon ewaldmp

Reference implementation of "Ewald-based Long-Range Message Passing for Molecular Graphs" (ICML 2023)

gpt-engineer icon gpt-engineer

Specify what you want it to build, the AI asks for clarification, and then builds it.

jupynium.nvim icon jupynium.nvim

Selenium-automated Jupyter Notebook that is synchronised with NeoVim in real-time.

jx_dmft icon jx_dmft

Exchange parameter calculation combined with DMFT

mace icon mace

MACE - Fast and accurate machine learning interatomic potentials with higher order equivariant message passing.

mace-jax icon mace-jax

Equivariant machine learning interatomic potentials in JAX.

mdcode icon mdcode

MDCode is a high-throughput molecular dynamics program based on the ASE and ASAP libraries. It is realized as a group project for the 2021 course in "Collaborative Software Engineering in Computational Physics" at LiU.

modemap icon modemap

A set of tools for mapping and analysing the potential-energy surfaces along phonon modes.

nonrad icon nonrad

Implementation for computing nonradiative recombination rates in semiconductors

notify.run icon notify.run

A client for sending notifications to your own phone or desktop.

palm-rlhf-pytorch icon palm-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

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