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2020 – today
- 2024
[j4]Vipul Mann
, Mauricio Sales-Cruz, Rafiqul Gani, Venkat Venkatasubramanian:
eSFILES: Intelligent process flowsheet synthesis using process knowledge, symbolic AI, and machine learning. Comput. Chem. Eng. 181: 108505 (2024)- 2023
- [j3]Vipul Mann, Shekhar Viswanath, Shankarraman Vaidyaraman, Jeya Balakrishnan, Venkat Venkatasubramanian:
SUSIE: Pharmaceutical CMC ontology-based information extraction for drug development using machine learning. Comput. Chem. Eng. 179: 108446 (2023) - [i3]Kevin Zhang, Vipul Mann, Venkat Venkatasubramanian:
G-MATT: Single-step Retrosynthesis Prediction using Molecular Grammar Tree Transformer. CoRR abs/2305.03153 (2023) - 2022
- [i2]Vipul Mann, Venkat Venkatasubramanian:
AI-driven Hypernetwork of Organic Chemistry: Network Statistics and Applications in Reaction Classification. CoRR abs/2208.01647 (2022) - 2021
- [j2]Vipul Mann, Venkat Venkatasubramanian:
Retrosynthesis prediction using grammar-based neural machine translation: An information-theoretic approach. Comput. Chem. Eng. 155: 107533 (2021) - [j1]Vipul Mann, Abhishek Sivaram, Laya Das, Venkat Venkatasubramanian:
Robust and efficient swarm communication topologies for hostile environments. Swarm Evol. Comput. 62: 100848 (2021) - 2020
- [i1]Vipul Mann, Abhishek Sivaram, Laya Das, Venkat Venkatasubramanian:
Robust and Efficient Swarm Communication Topologies for Hostile Environments. CoRR abs/2008.09575 (2020)
Coauthor Index
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