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Learn about scaling laws for amplitude surrogates in this 36-minute conference talk by Joaquin Iturriza Ramirez from IPhT-TV. Explore the mathematical principles and theoretical frameworks that govern how amplitude surrogates behave across different scales, examining the relationships between various parameters and their scaling properties. Discover the applications of these scaling laws in theoretical physics contexts and understand how surrogate models can effectively approximate complex amplitude behaviors. Gain insights into the computational and analytical techniques used to derive and validate these scaling relationships, and examine case studies that demonstrate the practical implementation of amplitude surrogate scaling laws in research scenarios.
