Shri Balaji PADMANABHAN

Identifiants chercheurs

IdHAL :

shri-balaji-padmanabhan

ORCID :

0009-0007-3300-9596

IdRef :

292967578

Publications

Thèse (1)

Combining physics-based models and machine learning for multi-energy system modeling Shri Balaji Padmanabhan Thermics [physics.class-ph]. Ecole nationale supérieure Mines-Télécom Atlantique, 2025. English. ⟨NNT : 2025IMTA0503⟩ Thèse tel-05455817v1

Article dans une revue (3)

Neural-accelerated numerical model for packed bed latent heat storage system Dessie Tadele Embiale,Shri Balaji Padmanabhan,Mohamed Tahar Mabrouk,Stéphane Grieu,Bruno Lacarrière Energy and AI, 2025, 22 (1), pp.100602. ⟨10.1016/j.egyai.2025.100602⟩ Article dans une revue hal-05285919v1
Neural-Accelerated Dynamic modeling of heat pumps Shri Balaji Padmanabhan,Mohamed Tahar Mabrouk,Bruno Lacarrière Applied Thermal Engineering, 2025, 274, pp.126653. ⟨10.1016/j.applthermaleng.2025.126653⟩ Article dans une revue hal-05086722v1
A hybrid model for packed bed thermal energy storage system Shri Balaji Padmanabhan,Mohamed Tahar Mabrouk,Bruno Lacarrière Journal of Energy Storage, 2024, 98, pp.113068. ⟨10.1016/j.est.2024.113068⟩ Article dans une revue (article de synthèse) hal-04746406v1

Communication dans un congrès (2)

Opportunities for Hybrid Modeling Approaches in Energy Systems optimization Mohamed Tahar Mabrouk,Shri Balaji Padmanabhan,Bruno Lacarrière,Benoit Delinchant,Sacha Hodencqet al. ECOS 2025: 38th international conference on Efficiency, Cost, Optimization, Simulation and environmental impact of energy systems, Jun 2025, Paris, France Communication dans un congrès hal-05397875v1
A surrogate model for heat exchanger using non-intrusive reduced order modeling Shri Balaji Padmanabhan,Mohamed Tahar Mabrouk,Bruno Lacarrière ECOS 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⟩ Communication dans un congrès hal-04962935v1