Optimization of Stochastic Differential Equation Solver for Particle Data Set Generation using Fast Point Cloud Diffusion (FPCD) model.

PSM - Population Stochastic Modelling

Small collection of numerical experiments

We modeled groundwater particles trajectories as a random-motion and computed their probability of polluting a well. We compared different Montecarlo techniques with a deterministic approach based on PDEs

stodes is a stochastic differential equation solver.

Suggested solutions to the course Principles of Modelling and Simulation in Epidemiology in R

Exploring the Information Content of Glioma Differentiation using SDEs

Here you'll find the code for generating and analyzing Notch-Delta mediated pattern formation. Our results can be found in "Stochastic fluctuations promote ordered pattern formation of cells in the Notch-Delta signaling pathway" https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1010306

C++ code to solve a general stochastic differential equation (SDE)

[ECE NTUA] 🎓 Diploma Thesis - Compressed Sensing MRI using Score-based Implicit Model (2022)

Yet Another Numeric Library

Homework for UCAS Numerical Solutions of Stochastic Differential Equations 2024-Spring course

Various Numerical Analysis algorithms for science and engineering.

Code for joint online parameter estimation and optimal sensor placement.

R and Julia codes for case study 2 (Breast Cancer toxicity model) in the manuscript titled "Adding noise to Markov cohort state-transition models."

Application to find parameters of inter-particle forces from stochastic trajectories using Bayesian inference.

Euler-Maruyama and Milstein methods for solving a general SDE

Numerical schemes to find solutions of SDEs

Time series analysis of COVID-19 data using two unique methods