Browsing School of Engineering by Author "Mahadevan, Sankaran"
Now showing items 1-3 of 3
-
Adaptive Learning for Surrogate Models in Active Subspace for High Dimensional Problems
Mahadevan, Sankaran; Nath, Paromita; ICASP14; Guo, Yulin (2023)Surrogate models are often employed in engineering analysis to replace a detailed model with complicated geometry, loading, material properties and boundary conditions, in order to achieve computational efficiency in ... -
Physics model-based probabilistic process optimization and control
Mahadevan, Sankaran; Nath, Paromita; ICASP14 (2023)A model-based approach for process design and control is more efficient and economical than the physical experiment-based trial-and-error approach in advanced manufacturing processes such as additive manufacturing (AM). ... -
Structural Health Monitoring and Uncertainty Quantification in Large Steel Frame Structures
Nikabou, Gbandi; ICASP14; Eick, Brian A.; Karve, Pranav M.; Mahadevan, Sankaran (2023)Large structural systems, under extreme natural hazard loadings, exhibit strongly nonlinear behavior that challenges commonly used diagnosis and modeling techniques. In such situations, the initial model may be quite ...