Lectures related to Metropolis light transport

Sampling from Rough Energy Landscapes

Explores challenges and strategies for sampling from rough energy landscapes, focusing on Monte Carlo integration and tuning algorithms.

Monte Carlo Methods: Metropolis Algorithm

Explores Monte Carlo methods and the Metropolis algorithm for efficient simulations in complex systems.

Optimization and Simulation: Bayesian Inference

Explores Bayesian inference, knapsack problem, and prediction using Markov Chain Monte Carlo methods.

Radiative Transport Equation

Explores the Radiative Transport Equation in tissue optics, covering radiance, photon distribution, and numerical solutions like Monte Carlo simulations.