MIT researchers propose “PEDS” method for developing models of complex physical systems
Researchers from MIT have proposed a new method called “PEDS” (Progressive Extrapolation-based Data-driven Simulation) for developing models of complex physical systems. The method combines data-driven modeling with scientific knowledge to create accurate simulations of various fields, including mechanics, optics, thermal transport, fluid dynamics, physical chemistry, and climate. PEDS aims to overcome the limitations of traditional simulation techniques by leveraging large amounts of data and extrapolating from known information to predict the behavior of physical systems.