Sparse representations and compressive sampling approaches in engineering mechanics: A review of theoretical concepts and diverse applications - Kougioumtzoglou, Ioannis A.; Petromichelakis, Ioannis; Psaros, Apostolos F. (Probabilistic engineering mechanics, 2020)
Keywords: Algorithms; Bayesian analysis; Compressive sampling; Computer simulation; Engineering mechanics; Incomplete data; Inverse problems; Iterative methods; Machine learning; Optimization; R&D; Representations; Research & development; Sampling; Sparse representations; Sparsity; Structural health monitoring; Uncertainty; Uncertainty quantification; Uncertainty quantification; Incomplete data; Engineering mechanics; Sparse representations; Compressive sampling