Other

Transductive Transfer Learning Features for Prognostics and Health Management

Uncertainty Quantification of Additively Manufactured Architected Cellular Materials for Energy Absorption Applications

Uncertainty quantification of mechanical behavior of corroded Al-Fe self-pierce riveting joints with statistical shape modeling

Multi-Task Learning for Design Under Uncertainty With Multi-Fidelity Partially Observed Information

Adaptive machine learning with physics-based simulations for mean time to failure prediction of engineering systems

Co-design optimization of combined heat and power-based microgrids

A dynamic multi-stage design framework for staged deployment optimization of highly stochastic systems

A smart coating with integrated physical antimicrobial and strain-mapping functionalities for orthopedic implants

UNCERTAINTY QUANTIFICATION ON MECHANICAL BEHAVIOR OF CORRODED PLATE WITH STATISTICAL SHAPE MODELING

MULTI-TASK MULTI-FIDELITY MACHINE LEARNING FOR RELIABILITY-BASED DESIGN WITH PARTIALLY OBSERVED INFORMATION