parallel-tempering

Sampling from intractable distributions, with support for distributed and parallel methods

High Quality Geophysical Analysis provides a general purpose Bayesian and deterministic inversion framework for various geophysical methods and spatially distributed / timeseries data

Receiver function inversion by reversible-jump Markov-chain Monte Carlo

Latent Dirichlet Allocation coupled with Bayesian Time Series analyses

Bayeisan inversion to recover Green's functions of receiver-side structures from teleseismic waveforms

Variance reduction in energy estimators accelerates the exponential convergence in deep learning (ICLR'21)

HPC-parallelized Bayesian Parametric Slip Inversion (PSI)

Examples of several Markov Chain Monte Carlo methods such as t walk, emcee,Hamiltonian MC, Parallel Tempering HMC applied to UQ in ODEs

HPC-parallelized Bayesian Inversion for Near-surface Imaging (NEOPSY)

Parallel tempering code for an Ising spin glass (fortran90)

Langevin Gradient Parallel Tempering for Bayesian Neural Learning.

Algorithms for solving circuit-fault-diagnosis problems

High-performance C++17 simulation for the 3D XY Spin Glass model. Implements Hybrid Monte Carlo algorithms (Metropolis, Over-relaxation, Parallel Tempering) with HPC optimizations and scientific validation against Pixley & Young (2008) data.

Parallel Tempering Metropolis Monte Carlo

Replica Exchange Monte Carlo using PyStan2

JuMP wrapper for NASA PySA (ft QUBODrivers.jl)

Algorithm for ATSP using SA and PT algorithms

Thermodynamic computing in pure Rust: energy-based models, block-Gibbs, parallel tempering, thermodynamic linear algebra, stochastic differentiable programs, a variational compiler onto device topologies, and a joules ledger. Zero deps, wasm-clean, verified against exact physics — and it reaches real Ising silicon through the same trait as a CPU.

Distributed C/MPI parallel-tempering TSP solver with TSPLIB validation and a repeated 1–24 process strong-scaling benchmark.

This repository contains the Python code associated with the scientific publication "Exploring Quantum Annealing Architectures: A Spin Glass Perspective".