Recorded 06 February 2026. Franca Hoffmann of the California Institute of Technology presents "Efficient calibration for black-box physics-based models" at IPAM's Mathematics and Machine Learning for Earth System Simulation Workshop. Learn more online at: https://www.ipam.ucla.edu/programs/workshops/mathematics-and-machine-learning-for-earth-system-simulation/?tab=overview