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Sampreeti Bhattacharya's Projects

autobahn icon autobahn

Repository for Autobahn: Automorphism Based Graph Neural Networks

deepchem icon deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

latticedynamics icon latticedynamics

Python tools for phenomenological phonon calculations in the bulk and at surfaces

map4 icon map4

The MinHashed Atom Pair fingerprint of radius 2

ml-dft icon ml-dft

A package for density functional approximation using machine learning.

phononplotter icon phononplotter

A tool for plotting phonon dispersion curves and phonon density of states.

prop_gen icon prop_gen

A novel hybrid method for generating molecules with desired property scores.

publication_fingerprint icon publication_fingerprint

Contains code for "“Comparative analysis of molecular fingerprint generation methods in drug synergy and sensitivity prediction"

shakenbreak icon shakenbreak

Defect structure-searching employing chemically-guided bond distortions

vqe_from_scratch icon vqe_from_scratch

Tutorial on Variational Quantum Eigensolver (VQE). Originally created for QOSF Mentorship Screening Task Submission (Task 4, batch 2020).

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