An information-based model selection criterion for data-driven model discovery

Michael C Chung, Alen Zacharia, Juan Guan

Data-driven model discovery (DDMD) algorithms are powerful tools for extracting interpretable symbolic models from data. However, identifying the model that best balances goodness-…