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Siddharth Prabhu, Srinivas Rangarajan, and Mayuresh Kothare. Bi-level optimization for parameter estimation of differential equations using interpolation, 2025. Paper. Code |
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Siddharth Prabhu, Sulman Haque, Dan Gurr, Loren Coley, Jim Beilstein, Srinivas Rangarajan, and Mayuresh Kothare. An event-based neural partial differential equation model of heat and mass transport in an industrial drying oven. Computers & Chemical Engineering, page 109171, 2025. Paper. Code. |
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Siddharth Prabhu, Srinivas Rangarajan, and Mayuresh Kothare. A condensing approach to multiple shooting neural ordinary differential equation, 2025. Paper. Code. |
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Siddharth Prabhu, Srinivas Rangarajan and Mayuresh Kothare, “Differential Dynamic Programming with Stagewise Equality and Inequality Constraints Using Interior Point Method,” 2025 American Control Conference (ACC), Denver, CO, USA, 2025, pp. 2255-2261, doi: 10.23919/ACC63710.2025.11108083. Paper. Code. |
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Siddharth Prabhu, Nick Kosir, Mayuresh Kothare, and Srinivas Rangarajan. Derivative-free domain-informed data-driven discovery of sparse kinetic models. Industrial & Engineering Chemistry Research, 2025 Paper. Code. |
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Siddharth Prabhu, Srinivas Rangarajan, and Mayuresh Kothare. Data-driven discovery of sparse dynamical model of cardiovascular system for model predictive control. Computers in biology and medicine, 166:107513, 2023. Paper. |
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Ou Yang, Siddharth Prabhu, and Marianthi Ierapetritou. Comparison between Batch and Continuous Monoclonal Antibody Production and Economic Analysis. Industrial & Engineering Chemistry Research, 2019. Paper. |
