Vipul Mann

According to our database, Vipul Mann authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

<i>eSFILES</i>: Intelligent process flowsheet synthesis using process knowledge, symbolic AI, and machine learning.

Vipul Mann, Mauricio Sales-Cruz, Rafiqul Gani, Venkat Venkatasubramanian

Comput. Chem. Eng., February, 2024

2023

SUSIE: Pharmaceutical CMC ontology-based information extraction for drug development using machine learning.

Vipul Mann, Shekhar Viswanath, Shankarraman Vaidyaraman, Jeya Balakrishnan, Venkat Venkatasubramanian

Comput. Chem. Eng., November, 2023

G-MATT: Single-step Retrosynthesis Prediction using Molecular Grammar Tree Transformer.

Kevin Zhang, Vipul Mann, Venkat Venkatasubramanian

CoRR, 2023

2022

AI-driven Hypernetwork of Organic Chemistry: Network Statistics and Applications in Reaction Classification.

Vipul Mann, Venkat Venkatasubramanian

CoRR, 2022

2021

Robust and efficient swarm communication topologies for hostile environments.

Vipul Mann, Abhishek Sivaram, Laya Das, Venkat Venkatasubramanian

Swarm Evol. Comput., 2021

Retrosynthesis prediction using grammar-based neural machine translation: An information-theoretic approach.

Vipul Mann, Venkat Venkatasubramanian

Comput. Chem. Eng., 2021