The following repo contains implementations of various optimization algorithms in Julia. I created this project to be better understand how these algortihms work and how they could be implemented in ...

This study presents a comprehensive approach for assessing multiple quality attributes of antibody-oligonucleotide conjugates ...

This project implements the Conjugate Gradient (CG) method (without preconditioning) to solve large sparse linear systems Ax = b. Features Custom CG Solver: Computes ...

First-order derivatives: n additional function calls are needed. Second-order derivatives based on gradient calls, when the "grd" module is specified (Dennis and Schnabel 1983): n additional gradient ...

Abstract: In order to address unconstrained optimization problems, conjugate gradient methods are frequently employed. When considering the unconstrained optimization issue, the accelerated conjugate ...

Abstract: The Insulated Gate Bipolar Transistor (IGBT) is a critical component of power electronic devices, and its reliability significantly impacts the overall system performance. To enhance IGBT ...

1 Petroleum Institute, China University of Petroleum-Beijing at Karamay, Karamay, China 2 Shenli Well Logging Company, Sinopec, Dongying, China Accurate assessment of shale brittleness is crucial for ...