ANN-PYSR, which combines attention neural networks with PySR symbolic regression, claims to identify governing PDEs from sparse and highly noisy data more robustly than the DLGA baseline.
Hawking , On the Shoulders of Giants: The Great Works of Physics and Astronomy, Running, 2004, Philadelphia, Pa.; London
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
math.NA 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Robust PDE discovery under sparse and highly noisy conditions via attention neural networks
ANN-PYSR, which combines attention neural networks with PySR symbolic regression, claims to identify governing PDEs from sparse and highly noisy data more robustly than the DLGA baseline.