Shri Balaji PADMANABHAN
- Département Systèmes Energétiques et Environnement (IMT Atlantique - DSEE)
- Optimisation - Système - Energie (GEPEA-OSE)
Compétences
Publications
Publications
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Combining physics-based models and machine learning for multi-energy system modelingThermics [physics.class-ph]. Ecole nationale supérieure Mines-Télécom Atlantique, 2025. English. ⟨NNT : 2025IMTA0503⟩ |
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Neural-accelerated numerical model for packed bed latent heat storage systemEnergy and AI, 2025, 22 (1), pp.100602. ⟨10.1016/j.egyai.2025.100602⟩ |
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Neural-Accelerated Dynamic modeling of heat pumpsApplied Thermal Engineering, 2025, 274, pp.126653. ⟨10.1016/j.applthermaleng.2025.126653⟩ |
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A hybrid model for packed bed thermal energy storage systemJournal of Energy Storage, 2024, 98, pp.113068. ⟨10.1016/j.est.2024.113068⟩ |
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Opportunities for Hybrid Modeling Approaches in Energy Systems optimizationECOS 2025: 38th international conference on Efficiency, Cost, Optimization, Simulation and environmental impact of energy systems, Jun 2025, Paris, France |
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A surrogate model for heat exchanger using non-intrusive reduced order modelingECOS 2024: 37th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, Jun 2024, Rhodes, Greece. pp.1023-1034, ⟨10.52202/077185-0088⟩ |