Srinivas Rangarajan

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 5

Top Topics

Complex Networks

Transfer Learning

Gaussian Processes

Top Venues

Comput. Chem. Eng.

Comput. Biol. Medicine

Publications

Prodromos Daoutidis, Jay H. Lee, Srinivas Rangarajan, Leo Chiang, R. Bhushan Gopaluni, Artur M. Schweidtmann, Iiro Harjunkoski, Mehmet Mercangöz, Ali Mesbah, Fani Boukouvala, Fernando V. Lima, Ehecatl Antonio del Rio-Chanona, Christos Georgakis
Machine learning in process systems engineering: Challenges and opportunities. Comput. Chem. Eng. 181 (2024)
Siddharth Prabhu, Srinivas Rangarajan, Mayuresh V. Kothare
Data-driven discovery of sparse dynamical model of cardiovascular system for model predictive control. Comput. Biol. Medicine 166 (2023)
Bowen Li, Srinivas Rangarajan
A conceptual study of transfer learning with linear models for data-driven property prediction. Comput. Chem. Eng. 157 (2022)
Chao Chen, Yifan Shen, Guixiang Ma, Xiangnan Kong, Srinivas Rangarajan, Xi Zhang, Sihong Xie
Self-learn to Explain Siamese Networks Robustly. ICDM (2021)
Chao Chen, Yifan Shen, Guixiang Ma, Xiangnan Kong, Srinivas Rangarajan, Xi Zhang, Sihong Xie
Self-learn to Explain Siamese Networks Robustly. CoRR (2021)
Sujit S. Jogwar, Srinivas Rangarajan, Prodromos Daoutidis
Reduction of complex energy-integrated process networks using graph theory. Comput. Chem. Eng. 79 (2015)
Srinivas Rangarajan, Ted Kaminski, Eric Van Wyk, Aditya Bhan, Prodromos Daoutidis
Language-oriented rule-based reaction network generation and analysis: Algorithms of RING. Comput. Chem. Eng. 64 (2014)
Seongmin Heo, Sujit S. Jogwar, Srinivas Rangarajan, Prodromos Daoutidis
Graph reduction for hierarchical control of energy integrated process networks. CDC (2012)
Srinivas Rangarajan, Aditya Bhan, Prodromos Daoutidis
Language-oriented rule-based reaction network generation and analysis: Applications of RING. Comput. Chem. Eng. 46 (2012)
Srinivas Rangarajan, Aditya Bhan, Prodromos Daoutidis
Language-oriented rule-based reaction network generation and analysis: Description of RING. Comput. Chem. Eng. 45 (2012)