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Automated Identification of Differential-Variational Equations for Static Systems
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Data-driven equation identification for dynamical systems has achieved great progress, which for static systems, however, has not kept pace. Unlike dynamical systems, static systems are time invariant, so we cannot capture ...
AI-Timoshenko: Automatedly Discovering Simplified Governing Equations for Applied Mechanics Problems From Simulated Data
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The simplified governing equations of applied mechanics play a pivotal role and were derived based on ingenious assumptions or hypotheses regarding the displacement fields for specific problems. In this paper, we introduce ...