blackbox-optimization mathematical-software multicriteria-optimization multiobjective multiobjective-optimization numerical-optimization python3 response-surface-methodology simulation-based-optimization simulation-optimization surrogate-based-optimization

automatic-differentiation differential-equations high-performance-computing julia optimization scientific-machine-learning sciml surrogate surrogate-based-optimization surrogate-models surrogates

asynchronous bayesian-optimization black-box-optimization gaussian-processes global-optimization global-optimization-algorithms optimization radial-basis-function surrogate-based-optimization surrogate-models

blackbox-optimization blackbox-optimizer derivative-free-optimization mathematical-algorithms optimization-algorithms simulation-based-optimization solver surrogate-based-optimization

abc active-learning approximate-bayesian-computation bayesian-calibration bayesian-optimization bayesian-quadrature evolutionary-algorithms experimental-design history-matching model-calibration optimal-experimental-design optimisation reliability-analysis sbi sensitivity-analysis simulation-based-inference surrogate-based-optimization surrogate-models uncertainty-analysis uncertainty-quantification

bayesian-methods bayesian-neural-networks empirical-bayes fitting fitting-curve least-squares least-squares-regression machine-learning maximum-a-posteriori-estimation optimization parameter-estimation regression surrogate-based-optimization

bayesian-inference bayesian-optimization blackbox-optimization gaussian-processes julia optimization surrogate-based-optimization

abc active-learning approximate-bayesian-computation bayesian-calibration bayesian-inference bayesian-statistics evolutionary-algorithms history-matching optimal-experimental-design sbi sensitivity-analysis surrogate-based-optimization surrogate-models uncertainty-quantification