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)

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

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.

Convert combinatorial problems to Ising/QUBO form and solve them with a fast Rust simulated-annealing & parallel-tempering kernel.