Python notebooks for my graduate class on Detection, Estimation, and Learning. Intended for in-class demonstration. Notebooks illustrate a variety of concepts, from hypothesis testing to estimation to image denoising to Kalman filtering. Feel free to use or modify for your instruction or self-study.

A Julia package to perform Tikhonov regularization for small to moderate size problems.

Non-parametric T2 relaxometry methods for myelin water quantification

🔬 Numerical routines to inverse the Laplace Transform for semiconductor Deep Level Transient Spectroscopy.         To cite: Vasilev, A. (2024). Numerical Inverse Laplace Transform for Deep-Level Transient Spectroscopy. https://doi.org/10.5281/zenodo.10462383

pyDCONTINPALS - A Python program for running the historical FORTRAN code CONTIN-PALS which solves Fredholm integral equations with convoluted exponential decays as kernels of the type that occur in the analysis of Positron Annihilation Lifetime Spectra (PALS).

Primal-Dual algorithm for smooth regularization of non-smooth optimization functions

Python solver for Fredholm integral equation of the first kind.

A set of utilities for obtaining a Born cross section using visible cross section data

Прямая задача об установившихся продольных колебаниях стержня

This repository contains implementations of common numerical algorithms using MATLAB.

Boundary reconstruction in double-connected planar domains

Solving an integral equation with the Tikhonov regularization method

🚀 Streamline US healthcare reimbursement with Myelin, a Python toolkit for efficient access to CMS software and key claim processing functionalities.