Balaji Srinivasan

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Publications (45)

• Modified-inverse physics informed neural networks for determination of orthotropic thermal conductivities
  International Journal of Numerical Methods for Heat & Fluid Flow 2026 DOI: 10.1108/HFF-03-2026-0324
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• Eig-PIELM: an efficient mesh-free method for eigenvalue problems using physics-informed extreme learning machines
  Computer Methods in Applied Mechanics and Engineering 2026 DOI: 10.1016/j.cma.2025.118674
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• Reduced Order Models for Precision Thermal Control of Earth Observation Telescope
  Journal of Dynamic Systems, Measurement, and Control 2026 DOI: 10.1115/1.4071645
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• Towards Sustainable Scientific Machine Learning: Fast and interpretable PDE Solvers via RBF-PIELM
  2025 DOI: 10.1145/3799830.3799865
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• On Computational Aspects of Least-Squares Projection-Based Model Reduction for Conductive–Radiative Systems
  ASME Journal of Heat and Mass Transfer 2025 DOI: 10.1115/1.4068608
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• An inverse methodology to estimate the orthotropic thermal conductivities of AMP20M1HD-A pouch-type Li-ion battery
  International Journal of Heat and Mass Transfer 2025 DOI: 10.1016/j.ijheatmasstransfer.2025.126804
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• Distributed Physics-Informed machine learning strategies for two-phase flows
  International Journal of Multiphase Flow 2024 DOI: 10.1016/j.ijmultiphaseflow.2024.104861
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• Distributed learning machines for solving forward and inverse problems in partial differential equations
  Neurocomputing 2021 DOI: 10.1016/j.neucom.2020.09.006
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• An Auxiliary Inequality Based Method for Stabilization and Mesh-Adaptation of Steady and Time-Dependent Differential Equations
  2021 DOI: 10.1007/978-981-16-4772-7_1
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• Modeling the pressure-Hessian tensor using deep neural networks
  Physical Review Fluids 2020 DOI: 10.1103/PhysRevFluids.5.114604
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