redmod-team / profit Star 15 Code Issues Pull requests Discussions Probabilistic Response mOdel Fitting with Interactive Tools uncertainty-quantification uq gaussian-processes active-learning surrogate polynomial-chaos-expansion model-emulation reduced-order-surrogate-model reduced-order-models Updated Feb 3, 2025 Python
JBris / model-calibration-evaluation Star 12 Code Issues Pull requests Discussions Evaluating model calibration methods for sensitivity analysis, uncertainty analysis, optimisation, and Bayesian inference deep-learning pymc global-optimization sensitivity-analysis bayesian-optimization bayesian-statistics kriging uncertainty-analysis approximate-bayesian-computation polynomial-chaos-expansion surrogate-models generative-neural-network optuna likelihood-free-inference simulation-based-inference sobol-indices shuffled-complex-evolution differential-evolution-mcmc polynomial-chaos bolfi Updated Mar 18, 2025 Python
j-jith / orthopoly Star 5 Code Issues Pull requests Generate orthogonal polynomials for arbitrary probability density functions pce orthogonal-polynomials polynomial-chaos-expansion Updated Dec 9, 2017 Python
zhang-zengjie / pce-intent-aware-control Star 1 Code Issues Pull requests Intention-aware control using stochastic expansion methods formal-methods model-predictive-control polynomial-chaos-expansion signal-temporal-logic formal-methods-in-robotics-and-automation Updated Sep 7, 2024 Python
GianniCassoni / various-old-works Star 0 Code Issues Pull requests particle-in-cell chaos polynomial-chaos-expansion polyno laser-plasma chaotic-pendulum Updated Nov 23, 2024 Python