Density Functional Theory with plane waves basis, applied on a 'quantum dot'. Volumetric visualization of orbitals with VTK
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Updated
Jun 16, 2024 - C++
Density Functional Theory with plane waves basis, applied on a 'quantum dot'. Volumetric visualization of orbitals with VTK
Python Implementation and Visualization of Numerical Optimization Techniques
numerical optimization subroutines in Fortran generated by ChatGPT-4
Gradient Descent (GD) v.s. Conjugate Gradient Descent (CGD) for 2-D Linear Regression
Implementation of optimization algorithms in python
Optimization in ML
Identical directions generated by Linear Conjugate Gradient and David-Fletcher-Powell
Implementation of nonlinear Optimization Algorithms in Python
Implementation and visualization (some demos) of search and optimization algorithms.
(Nonlinear) optimization algorithms in C#
Reimplementation of optimization algorithms.
Topology optimization code utilizing a Multi-Grid Conjugate Gradient solver.
MATLAB implementations of a variety of nonlinear programming algorithms.
CG is a FORTRAN77 library by Sourangshu Ghosh which implements a simple version of the conjugate gradient (CG) method for solving a system of linear equations of the form A*x=b, suitable for situations in which the matrix A is positive definite (only real, positive eigenvalues) and symmetric.
Conjugate Gradient method (CG)
Reports of the assignments: Decision Models a.y. 2018/2019
Forecasting for AirQuality UCI dataset with Conjugate Gradient Artificial Neural Network based on Feature Selection L1 Regularized and Genetic Algorithm for Parameter Optimization
Numerical Optimization Methods coursework | Institute for Applied System Analysis (2017)
Monte Carlo based method for Radioactive Particle Tracking technique based on Qt C++/C++
Computational Methods for Optimization
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