Concepedia

Vipul Mann

VM

9

Publications

293

Citations

9

H-Index

2021

Active since

Affiliations

Columbia University(Current)

Hong Kong University of Science and Technology

Vipul Mann is an author at Columbia University specializing in engineering, machine learning, and computational biology.

Top concepts

EngineeringMachine LearningData ScienceComputational BiologyDesignLanguageLinguisticsSemantic WebMachine TranslationArtificial Intelligence

Publications per year

2021–2023

9

Publications

9

Artificial intelligence in reaction prediction and chemical synthesis

Venkat Venkatasubramanian, Vipul Mann · Current Opinion in Chemical Engineering · 2021 · 71 citations

Artificial Intelligence, Chemical Engineering, Engineering +5

Predicting chemical reaction outcomes: A grammar ontology‐based transformer framework

Vipul Mann, Venkat Venkatasubramanian · AIChE Journal · 2021 · 44 citations

Ontology (Information Science), Engineering, Machine Learning +22

Group contribution-based property modeling for chemical product design: A perspective in the AI era

Vipul Mann, Rafiqul Gani, Venkat Venkatasubramanian · Fluid Phase Equilibria · 2023 · 39 citations

Process Design, Industrial Design, Engineering +9

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

Vipul Mann, Venkat Venkatasubramanian · Computers & Chemical Engineering · 2021 · 36 citations

Natural Language Processing, Syntax, Engineering +11

eSFILES: Intelligent process flowsheet synthesis using process knowledge, symbolic AI, and machine learning

Vipul Mann, Mauricio Sales‐Cruz, Rafiqul Gani et al. · Computers & Chemical Engineering · 2023 · 30 citations

Artificial Intelligence, Engineering, Machine Learning +16

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