Physics-Informed and Hybrid Machine Learning in Additive Manufacturing: Application to Fused Filament Fabrication von Kapusuzoglu, Berkcan, Mahadevan, Sankaran

Volltext

Information fusion and machine learning for sensitivity analysis using physics knowledge and experimental data von Kapusuzoglu, Berkcan, Mahadevan, Sankaran

Volltext

Discrete eigenseparation-based reduced order homogenization method for failure modeling of composite materials von Oskay, Caglar, Su, Zimu, Kapusuzoglu, Berkcan

Volltext

Digital twin approach for damage-tolerant mission planning under uncertainty von Karve, Pranav M., Guo, Yulin, Kapusuzoglu, Berkcan, Mahadevan, Sankaran, Haile, Mulugeta A.

Volltext

Adaptive surrogate modeling for high-dimensional spatio-temporal output von Kapusuzoglu, Berkcan, Mahadevan, Sankaran, Matsumoto, Shunsaku, Miyagi, Yoshitomo, Watanabe, Daigo

Volltext

Process Optimization Under Uncertainty for Improving the Bond Quality of Polymer Filaments in Fused Filament Fabrication von Kapusuzoglu, Berkcan, Sato, Matthew, Mahadevan, Sankaran, Witherell, Paul

Volltext

Multi-Level Bayesian Calibration of a Multi-Component Dynamic System Model von Kapusuzoglu, Berkcan, Mahadevan, Sankaran, Matsumoto, Shunsaku, Miyagi, Yoshitomo, Watanabe, Daigo

Volltext

Physics-Informed Machine Learning for Uncertainty Quantification and Optimization von Kapusuzoglu, Berkcan

Volltext bestellen

Multi-Objective Optimization Under Uncertainty of Part Quality in Fused Filament Fabrication von Kapusuzoglu, Berkcan, Nath, Paromita, Sato, Matthew, Mahadevan, Sankaran, Witherell, Paul

Volltext