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We propose a simple, hyperparameter-free method to address stiffness in Physics-Informed Neural Networks (PINNs) by normalizing loss residuals with the Jacobian. We show that Jacobian-based ...
Regression Task/ │ ├── eda.py # Step 1 — Exploratory Data Analysis ├── preprocess.py # Step 2 — Data Cleaning & Preparation ├── train.py # Step 3 — Model Training & Comparison ├── evaluate.py # Step 4 ...