APIC: Amortized Physics-Informed Calibration using Neural Processes

Aishwarya Venkataramanan, Sai Karthikeya Vemuri, Joachim Denzler

Physics models are inherently imperfect due to misspecified or missing mechanisms, resulting in systematic discrepancies between model predictions and real-world observations. The…