Srinivas Rangarajan

15 papers A* 1C 1Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A condensing approach to multiple shooting neural ordinary differential equation.
CoRR
Siddharth Prabhu, Srinivas Rangarajan, Mayuresh V. Kothare
2025 J jnl
An event-based neural partial differential equation model of heat and mass transport in an industrial drying oven.
Comput. Chem. Eng.
Siddharth Prabhu, Sulman Haque, Dan Gurr, Loren Coley, Jim Beilstein, Srinivas Rangarajan, Mayuresh V. Kothare
2025 J jnl
Bi-Level optimization for parameter estimation of differential equations using interpolation.
CoRR
Siddharth Prabhu, Srinivas Rangarajan, Mayuresh V. Kothare
2025 C conf
Differential Dynamic Programming with Stagewise Equality and Inequality Constraints Using Interior Point Method.
ACC
Siddharth Prabhu, Srinivas Rangarajan, Mayuresh V. Kothare
2024 J jnl
Differential dynamic programming with stagewise equality and inequality constraints using interior point method.
CoRR
Siddharth Prabhu, Srinivas Rangarajan, Mayuresh V. Kothare
2024 J jnl
Machine learning in process systems engineering: Challenges and opportunities.
Comput. Chem. Eng.
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
2023 J jnl
Data-driven discovery of sparse dynamical model of cardiovascular system for model predictive control.
Comput. Biol. Medicine
Siddharth Prabhu, Srinivas Rangarajan, Mayuresh V. Kothare
2022 J jnl
A conceptual study of transfer learning with linear models for data-driven property prediction.
Comput. Chem. Eng.
Bowen Li, Srinivas Rangarajan
2021 A* conf
Self-learn to Explain Siamese Networks Robustly.
ICDM
Chao Chen, Yifan Shen, Guixiang Ma, Xiangnan Kong, Srinivas Rangarajan, Xi Zhang, Sihong Xie
2021 J jnl
Self-learn to Explain Siamese Networks Robustly.
CoRR
Chao Chen, Yifan Shen, Guixiang Ma, Xiangnan Kong, Srinivas Rangarajan, Xi Zhang, Sihong Xie
2015 J jnl
Reduction of complex energy-integrated process networks using graph theory.
Comput. Chem. Eng.
Sujit S. Jogwar, Srinivas Rangarajan, Prodromos Daoutidis
2014 J jnl
Language-oriented rule-based reaction network generation and analysis: Algorithms of RING.
Comput. Chem. Eng.
Srinivas Rangarajan, Ted Kaminski, Eric Van Wyk, Aditya Bhan, Prodromos Daoutidis
2012 — conf
Graph reduction for hierarchical control of energy integrated process networks.
CDC
Seongmin Heo, Sujit S. Jogwar, Srinivas Rangarajan, Prodromos Daoutidis
2012 J jnl
Language-oriented rule-based reaction network generation and analysis: Applications of RING.
Comput. Chem. Eng.
Srinivas Rangarajan, Aditya Bhan, Prodromos Daoutidis
2012 J jnl
Language-oriented rule-based reaction network generation and analysis: Description of RING.
Comput. Chem. Eng.
Srinivas Rangarajan, Aditya Bhan, Prodromos Daoutidis