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Ulissi Group's Projects

active_motif_orr icon active_motif_orr

active motif based screening to discover active, selective and stable ORR catalysts for H2O2 production

aflow icon aflow

Python API wrapping the AFLUX API language for AFLOW library.

amptorch icon amptorch

AMPtorch: Atomistic Machine Learning Package (AMP) - PyTorch

asap icon asap

ASAP is a package that can quickly analyze and visualize datasets of crystal or molecular structures.

camd icon camd

Agent-based sequential learning software for materials discovery

catapalt icon catapalt

CATalyst Analysis Package At Large Throughput: Dev package for high-throughput analysis tools

catgym icon catgym

Surface segregation using Deep Reinforcement Learning

catkit icon catkit

General purpose tools for high-throughput catalysis

catlas icon catlas

files for dask parallelization of OCP energy predictions.

cgcnn icon cgcnn

Crystal graph convolutional neural networks for predicting material properties.

cluster_mlp icon cluster_mlp

A Genetic algorithm + active learning framework to identify the optimal metallic nanoclusters for a given number of atoms

espresso_tools icon espresso_tools

The Quantum Simulation Group (QSG) at Lawrence Livermore National Lab (LLNL) has developed various tools to manage their [Quatum Espresso](https://www.quantum-espresso.org/) calculations. The Ulissi group has ported, open-sourced, and managed these tools to Github on their behalf.

finetuna icon finetuna

Active Learning for Machine Learning Potentials

gaspy_feedback icon gaspy_feedback

This is a GASpy submodule that is meant to work with GASpy_regressions to determine what GASpy simulations to run next.

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