This project implements a 5th degree polynomial curve-fitting algorithm using gradient descent. Given seven y-values sampled at x ∈ {−3, −2, −1, 0, 1, 2, 3 ...

Abstract: In the process of curve fitting, the unknown relationship between the data sampling rate and the frequency of the measured signal as well as signal's ...

Curve fitting is ubiquitous in the analysis of biological data. For example, super-resolution images reconstructed during image analysis in single-molecule localization microscopy (SMLM) can require ...

ABSTRACT: A hyperbolic model for the diffusion of proteins through the blood-cerebrospinal fluid (CSF) barrier revolutionized clinical neurochemistry thirty years ago. The regression curves were ...

Caruana, Richard A., et al. "Fast algorithm for the resolution of spectra." Analytical chemistry 58.6 (1986): 1162-1167.

Abstract: In robotic coherent line welding of pipelines, weld trajectory data points are typically fitted using NURBS. However, conventional NURBS fitting methods exhibit limited accuracy, resulting ...