Author

L. Rodríguez

University of California, Los AngelesORCID 0000-0002-2527-7204Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:graph neural network· 1

Frequent Co-Authors

Chinmai PindiiD· 1 shared Giulia PalermoiD· 1 shared Mohd AhsaniD· 1 shared Paaras ShahiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBiophysics

Chinmai PindiORCID

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1 paper

Recent·Most cited

Edge-Aware Graph Attention Networks for Interpreting Biophysical Mechanisms from Molecular Dynamics Simulations

Mohd Ahsan, Chinmai Pindi, L. Rodríguez, Paaras Shah, Giulia Palermo

This paper introduces edge-aware graph attention networks to interpret biophysical mechanisms from molecular dynamics simulations, showing improved prediction and communication network analysis.

bioRxiv · Oct 14, 2026 · PreprintBiophysics