PINNs solve the nonlinear bowed mass-spring system for all tested bow forces, PI-DeepONets fail at high bow force, and adding supervised data rescues them.
The training of PINNs follows a full-batch paradigm
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
eess.AS 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Physics-Informed Deep Learning for Nonlinear Friction Model of Bow-string Interaction
PINNs solve the nonlinear bowed mass-spring system for all tested bow forces, PI-DeepONets fail at high bow force, and adding supervised data rescues them.