Model uncertainty analysis using data analytics for life-cycle assessment (LCA) applications - Ziyadi, Mojtaba; Al-Qadi, Imad L. (The international journal of life cycle assessment, 2019)
Keywords: Analytics; artificial intelligence; Basis functions; Bayesian analysis; Bayesian theory; case studies; Climate change; Computer simulation; Data analysis; Data processing; Decision making; Earth and Environmental Science; Energy; Environment; Environmental Chemistry; Environmental Economics; Environmental Engineering/Biotechnology; Environmental impact; Global warming; global warming potential; Illinois; Learning algorithms; Life cycle analysis; Life cycle assessment; Machine learning; Mathematical functions; Mathematical models; Methods; Metropolitan areas; Model accuracy; model uncertainty; Optimization; Parameter uncertainty; Pavements; Robustness (mathematics); Sampling; Statistical inference; Uncertainties in Lca; Uncertainty analysis; Variation; Illinois; Model correction; Uncertainty quantification; Data analytics; Impact assessment; Bayesian inference; Model uncertainty; Life-cycle assessment