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Developing machine learning-based protein-ligand binding affinity predictors and ultra large datasets using molecular dynamics simulations

Innovator Details

Innovator
Dr. Divya Nayar

About

To identify and evaluate the biases in the datasets for improving the performance of ML-based models in predicting binding affinities. To generate an ultra-large synthetic dataset for protein-ligand binding affinities using MD simulations., To generate the dataset of binding affinities of high energy protein-ligand complexes using MD simulations
Funding Organization
Funding Organization
Department of Science and Technology (DST)
Quick Information
TRL: Technology Readiness Level
4
TIH Name
iHub-Data, IIIT Hyderabad
Status
completed
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