20 citations · 35 across the 3 of their papers we have counts for
3 papers
cs.LG2023★ 3 cited
G-MATT: Single-step Retrosynthesis Prediction using Molecular Grammar Tree Transformer
Kevin Zhang, Vipul Mann, Venkat Venkatasubramanian
Various template-based and template-free approaches have been proposed for single-step retrosynthesis prediction in recent years. While these approaches demonstrate strong performa…
q-bio.MN2022★ 20 cited
AI-driven Hypergraph Network of Organic Chemistry: Network Statistics and Applications in Reaction Classification
Vipul Mann, Venkat Venkatasubramanian
Rapid discovery of new reactions and molecules in recent years has been facilitated by the advancements in high throughput screening, accessibility to a much more complex chemical…
cs.NE2020★ 12 cited
Robust and Efficient Swarm Communication Topologies for Hostile Environments
Vipul Mann, Abhishek Sivaram, Laya Das +1
Swarm Intelligence-based optimization techniques combine systematic exploration of the search space with information available from neighbors and rely strongly on communication amo…