Automated Curve Fitting Tool
Undergraduate Research Project
Timeline: May 2025 – August 2025
H
Automated-Curve-Fitting-Tool
GitHub Repository • nathanchiu05
The use of AI in research laboratories has been transforming scientific research by automating complex tasks once limited to manual effort.
I built a TensorFlow-based neural network tool in Python for a materials lab that automates the curve fitting process of experimental stress-strain data. The model achieved 93% accuracy in recreating experimental stress-strain curves, providing reliable results for material characterization analysis.