Few examples of monte carlo simulations
-
Updated
Apr 13, 2020 - Jupyter Notebook
Few examples of monte carlo simulations
C++ Markov Chain Monte Carlo Sampling
Supporting information for Aggregate Size Dependence of Amyloid Adsorption onto Charged Interfaces
In summer 2017, I was an intern at the Purdue University working under Prof Bruno Ribeiro on improving the training of Restricted Boltzmann Machines. We used the Las Vegas transformation of Markov Chain Monte Carlo method to obtain better samples to estimate the negative phase of the gradient. The model trained via this method achieved a signifi…
demonstration of methods implemented in my thesis "Robustness assessment of the biological processor using hyperellipsoids"
raccolta dei codici per il corso di metodi numerici
Ray's Ray Tracer - A Monte Carlo Path Tracer
ScaleLat program enables an direct analysis and extraction of all symmetry-reduced characteristic atomic cluster cells for a multi-phase system or high-entropy alloys, and then mapping those chemical cells to a user defined small supercell.
Bioconductor Package - Permutation-Based Analysis associating Conserved Differentially Methylated Elements Across Multiple Generations to a Treatment Effect
This is a Bayesian model for sequence and structure alignment of multiple proteins in a star phylogeny. The structural divergence across time is modelled by letting the dihedral angles of the backbones evolve according to a diffusion over the flat square torus.
Descriptor and Generator components of CoopNet
Sampling and resampling techniques for random sample generation, estimation, and simulation
Programming Assignments for Reinforcement Learning Specialization
Statistical Modelling for the Problem related to the field of Classical and Quantum Mechanics.
Lattice-Switching Monte Carlo Code for the mW water model
Simulation and Optimizing of 2D mail delivery system with Monte Carlo and Genetic Algorithms for the SUTD Virtual Research Hackathon
Variational autoencoders using Kera's modular design
Add a description, image, and links to the monte-carlo-sampling topic page so that developers can more easily learn about it.
To associate your repository with the monte-carlo-sampling topic, visit your repo's landing page and select "manage topics."