Venkat Venkatasubramanian
Columbia University in the City of New York
H-index: 62
North America-United States
Top articles of Venkat Venkatasubramanian
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Density and Affinity Dependent Social Segregation and Arbitrage Equilibrium in a Multi-class Schelling Game | arXiv preprint arXiv:2403.04084 | Venkat Venkatasubramanian Jessica Shi Leo Goldman Abhishek Sivaram | 2024/3/6 |
Rethinking chemical engineering education | Nature Chemical Engineering | Jinlong Gong David C Shallcross Yan Jiao Venkat Venkatasubramanian Richard Davis | 2024/2 |
eSFILES: Intelligent process flowsheet synthesis using process knowledge, symbolic AI, and machine learning | Computers & Chemical Engineering | Vipul Mann Mauricio Sales-Cruz Rafiqul Gani Venkat Venkatasubramanian | 2024/2/1 |
G‐MATT: Single‐step retrosynthesis prediction using molecular grammar tree transformer | AIChE Journal | Kevin Zhang Vipul Mann Venkat Venkatasubramanian | 2024/1 |
Hybrid AI modeling techniques for pilot scale bubble column aeration: A comparative study | Computers & Chemical Engineering | Peter Jul-Rasmussen Arijit Chakraborty Venkat Venkatasubramanian Xiaodong Liang Jakob Kjøbsted Huusom | 2024/6/1 |
An Improved Machine Learning Model for Pure Component Property Estimation | Engineering | Xinyu Cao Ming Gong Anjan Tula Xi Chen Rafiqul Gani | 2024/4/27 |
Inhibiting PAC1 receptor internalization and endosomal ERK pathway activation may ameliorate hyperalgesia in a chronic migraine rat model | Cephalalgia | Lily Zhang Yanjie Zhou Yajuan Wang Liu Yang Yue Wang | 2023/4 |
Navigation Bar | Yaochen Zheng Xiaoxue Xu Zhigang Xu Junqiang Wang Hong Cai | 2017 | |
Identifying first-principles models for bubble column aeration using machine learning | Peter Jul-Rasmussen Arijit Chakraborty Venkat Venkatasubramanian Xiaodong Liang Jakob Kjøbsted Huusom | 2023/1/1 | |
SUSIE: Pharmaceutical CMC ontology-based information extraction for drug development using machine learning | Computers & Chemical Engineering | Vipul Mann Shekhar Viswanath Shankar Vaidyaraman Jeya Balakrishnan Venkat Venkatasubramanian | 2023/11/1 |
Intelligent process flowsheet synthesis and design using extended SFILES representation | Vipul Mann Rafiqul Gani Venkat Venkatasubramanian | 2023/1/1 | |
Jaynes Machine: The universal microstructure of deep neural networks | arXiv preprint arXiv:2310.06960 | Venkat Venkatasubramanian N Sanjeevrajan Manasi Khandekar | 2023/10/10 |
Arbitrage Equilibrium, Invariance, and the Emergence of Spontaneous Order in the Dynamics of Bird-like Agents | Entropy | Abhishek Sivaram Venkat Venkatasubramanian | 2023/7/11 |
Group contribution-based property modeling for chemical product design: A perspective in the AI era | Fluid Phase Equilibria | Vipul Mann Rafiqul Gani Venkat Venkatasubramanian | 2023/5/1 |
Invisible hand and arbitrage equilibrium in the self-organizing dynamics of pattern formation in ecological systems | arXiv preprint arXiv:2312.05765 | Venkat Venkatasubramanian Abhishek Sivaram | 2023/12/10 |
XAI‐MEG: Combining symbolic AI and machine learning to generate first‐principles models and causal explanations | AIChE Journal | Abhishek Sivaram Venkat Venkatasubramanian | 2022/3/25 |
Artificial intelligence in reaction prediction and chemical synthesis | Venkat Venkatasubramanian Vipul Mann | 2022/6/1 | |
Teaching Artificial Intelligence to Chemical Engineers: Experience from a 35-year-old course | Chemical Engineering Education | Venkat Venkatasubramanian | 2022 |
AI-driven Hypernetwork of Organic Chemistry: Network Statistics and Applications in Reaction Classification | CoRR | Vipul Mann Venkat Venkatasubramanian | 2022 |
Hybrid, interpretable machine learning for thermodynamic property estimation using grammar2vec for molecular representation | Fluid Phase Equilibria | Vipul Mann Karoline Brito Rafiqul Gani Venkat Venkatasubramanian | 2022/10/1 |
Co-Authors
