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cs.CE2026
Scientific Machine Learning-assisted Model Discovery from Telemetry Data
Sebastian Micluta-Campeanu, Avinash Subramanian, Anas Abdelrehim +4
Calibration of dynamic models to data is an important step in building building digital twins of HVAC equipment, thermal loads and control systems. Sometimes, when a model fails to…
cs.CE2025
Active Learning Enhanced Surrogate Modeling of Jet Engines in JuliaSim
Anas Abdelrehim, Dhairya Gandhi, Sharan Yalburgi +3
Surrogate models are effective tools for accelerated design of complex systems. The result of a design optimization procedure using surrogate models can be used to initialize an op…