MATDRAM: Delayed-Rejection Adaptive Metropolis MCMC

MatDRAM is a pure-MATLAB Adaptive Markov Chain Monte Carlo simulation and visualization library.

Time-Fractional Diffusion-Wave Eq. in Various Geometries

Numerical solutions of the Time-Fractional Diffusion-Wave Equation as a general one-dimensional model in various geometries.

CaΣoS

CaΣoS is a nonlinear sum-of-squares optimization suite based on the symbolic framework of CasADi.

sum-of-squares optimization suite’, in _2025 American Control Conference_, (Denver, CO), pp. 1659–1666, 2025. doi: [10.23919/ACC63710.2025.11107794](https://doi.org/10.23919/ACC

D8 Algorithm for Hydrological Models

Finds most likely locations for water channels given a potential

Step 1: Find flow direction (find min. potential of all adjacent cells)Step 2: Follow flow direction to sum the cumulative # cells flowing into a given "minimum" cell.Step 3: Find the maximum

Hamiltonian-Neural-Network

Hamiltonian Neural Network[1], a physics-informed neural network method, enables you to use AI under the law of conservation of energy.

dlarray([1,0],"BC");dlfeval(accOde,t0,x,net);% Since the original ode45 can't use dlarray we need to write an ODE% function that wraps accOde by converting the inputs to dlarray, and% extracting them again after accOde is applied. f = @(t,x

Newer-Metaheuristic-Algorithm-Feature-Selection-Toolbox

This toolbox offers more than 40 wrapper feature selection methods include PSO, GA, DE, ACO, GSA, and etc. They are simple and easy to impl

`A_Fitness_Wilcoxon`, you can perform the wilcoxon rank-sum test on multiple algorithms* The parameters in the code are commented ## Input* *`feat`* : feature vector matrix ( Instance *x* Features )* *`label`* :

ParaMonte

ParaMonte: Parallel Monte Carlo, MCMC, and Machine Learning Library for Bayesian inference in MATLAB, Python, Fortran, C++, C.