2 papers
quant-ph2025
-QVAE: A Quantum Variational Autoencoder utilizing Regularized Mixed-state Latent Representations
Gaoyuan Wang, Jonathan Warrell, Prashant S. Emani +1
A major challenge in quantum computing is its application to large real-world datasets due to scarce quantum hardware resources. One approach to enabling tractable quantum models f…
cs.LG2024
Improved prediction of ligand-protein binding affinities by meta-modeling
Ho-Joon Lee, Prashant S. Emani, Mark B. Gerstein
The accurate screening of candidate drug ligands against target proteins through computational approaches is of prime interest to drug development efforts. Such virtual screening d…