The explicit constraint force method (ECFM) makes the source terms induced by enforcing data constraints explicit and selects physics parameters by minimizing their total magnitude, improving interpretability and robustness when the assumed physics is misspecified.
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Physics-informed solution reconstruction in elasticity and heat transfer using the explicit constraint force method
The explicit constraint force method (ECFM) makes the source terms induced by enforcing data constraints explicit and selects physics parameters by minimizing their total magnitude, improving interpretability and robustness when the assumed physics is misspecified.