G.V.T. Swapna

Memorization Bias Impacts Modeling of Alternative Conformational States of Symmetric Solute Carrier Membrane Proteins with Methods from Deep Learning

The paper assesses how memorization affects AlphaFold's ability to model multiple conformational states of symmetric SLC proteins and proposes a combined ESM-template-based method to improve this.

SpecDB: A Relational Database for Archiving Biomolecular NMR Spectra Data

The paper introduces SpecDB, a relational database for archiving NMR FID data and metadata, to support machine learning in biomolecular NMR analysis.