GMG-NCDVAE: guided de novo molecule generation using NLP techniques and constrained diverse variational autoencoder

AS Bhadwal, K Kumar, N Kumar - ACM Transactions on Asian and Low …, 2023 - dl.acm.org
Text processing techniques in Natural Language Processing (NLP) find applications in
many industries such as pharmaceutical, automation, and automotive. Drug design using …

Nc-vae: normalised conditional diverse variational autoencoder guided de novo molecule generation

AS Bhadwal, K Kumar - The Journal of Supercomputing, 2024 - Springer
This work proposes a novel approach for drug molecule design using data-assisted
techniques. This approach leverages a generation-based framework to expedite the drug …

[PDF][PDF] Unlocking the Future of Pharmaceuticals: AI Techniques in Drug Discovery

C Adhikari - researchgate.net
The pharmaceutical industry stands on the precipice of a transformative era, with artificial
intelligence (AI) techniques playing a pivotal role in resha** drug discovery processes …