Srinivas Rangarajan

According to our database, Srinivas Rangarajan authored at least 13 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A condensing approach to multiple shooting neural ordinary differential equation.

Siddharth Prabhu, Srinivas Rangarajan, Mayuresh V. Kothare

CoRR, June, 2025

Bi-Level optimization for parameter estimation of differential equations using interpolation.

Siddharth Prabhu, Srinivas Rangarajan, Mayuresh V. Kothare

CoRR, June, 2025

An event-based neural partial differential equation model of heat and mass transport in an industrial drying oven.

Siddharth Prabhu, Sulman Haque, Dan Gurr, Loren Coley, Jim Beilstein, Srinivas Rangarajan, Mayuresh V. Kothare

Comput. Chem. Eng., 2025

Differential Dynamic Programming with Stagewise Equality and Inequality Constraints Using Interior Point Method.

Siddharth Prabhu, Srinivas Rangarajan, Mayuresh V. Kothare

Proceedings of the 2025 American Control Conference, 2025

2024

Machine learning in process systems engineering: Challenges and opportunities.

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

Comput. Chem. Eng., February, 2024

2023

Data-driven discovery of sparse dynamical model of cardiovascular system for model predictive control.

Siddharth Prabhu, Srinivas Rangarajan, Mayuresh V. Kothare

Comput. Biol. Medicine, November, 2023

2022

A conceptual study of transfer learning with linear models for data-driven property prediction.

Bowen Li, Srinivas Rangarajan

Comput. Chem. Eng., 2022

2021

Self-learn to Explain Siamese Networks Robustly.

Chao Chen, Yifan Shen, Guixiang Ma, Xiangnan Kong, Srinivas Rangarajan, Xi Zhang, Sihong Xie

Proceedings of the IEEE International Conference on Data Mining, 2021

2015

Reduction of complex energy-integrated process networks using graph theory.

Sujit S. Jogwar, Srinivas Rangarajan, Prodromos Daoutidis

Comput. Chem. Eng., 2015

2014

Language-oriented rule-based reaction network generation and analysis: Algorithms of RING.

Srinivas Rangarajan, Ted Kaminski, Eric Van Wyk, Aditya Bhan, Prodromos Daoutidis

Comput. Chem. Eng., 2014

2012

Language-oriented rule-based reaction network generation and analysis: Description of RING.

Srinivas Rangarajan, Aditya Bhan, Prodromos Daoutidis

Comput. Chem. Eng., 2012

Language-oriented rule-based reaction network generation and analysis: Applications of RING.

Srinivas Rangarajan, Aditya Bhan, Prodromos Daoutidis

Comput. Chem. Eng., 2012

Graph reduction for hierarchical control of energy integrated process networks.

Seongmin Heo, Sujit S. Jogwar, Srinivas Rangarajan, Prodromos Daoutidis

Proceedings of the 51th IEEE Conference on Decision and Control, 2012