University of Illinois Urbana-Champaign

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Showing 1–6 of 6 items
Thumbnail for Surrogate-Assisted Reliability-Based Design Optimization in a Composite Structure under Constraints
Surrogate-Assisted Reliability-Based Design Optimization in a Composite Structure under Constraints
Kumar, Dinesh; Verma, Richa; Kobayashi, Kazuma; Alam, Syed Bahauddin • 2024

Thumbnail for Interpretable Machine Learning Approach for Reliability Analysis
Interpretable Machine Learning Approach for Reliability Analysis
More, Kalpesh; Mathpati, Yogesh; Tripura, Tapas; Nayek, Rajdip; Alam, Syed Bahauddin; Chakraborty, Souvik • 2024

Thumbnail for Implementation of Neural Operator Learning in Digital Twin Systems
Implementation of Neural Operator Learning in Digital Twin Systems
Kobayashi, Kazuma; Daniell, James; Kumar, Dinesh; Alam, Syed Bahauddin • 2024

Thumbnail for Multi-Stage Neural Network Architecture for Improving Continuous Prediction Reliability
Multi-Stage Neural Network Architecture for Improving Continuous Prediction Reliability
Daniell, James; Kobayashi, Kazuma; Kumar, Dinesh; Chakraborty, Souvik; Alam, Syed Bahauddin • 2024