@InProceedings{Tronci2026PhysicsInformedMachine, author = {Tronci, Eleonora Maria and Downey, Austin R. J. and Madden, Connor and Zardian, Mohsen Gol and Coble, Daniel}, booktitle = {Data Science in Engineering, 2026, Vol. 9}, title = {Physics-Informed Machine Learning Part IV: Weight-Tuned Soft-Constraint Method for Structural Dynamics}, year = {2026}, pages = {69--80}, publisher = {River Publishers}, series = {IMAC XLIV}, collection = {IMAC XLIV}, doi = {10.13052/rp-9788743814207a08}, }