2025
Optimization under Uncertainty for Efficient Laser Powder Bed Fusion Additive Manufacturing
Yulin Guo, Boris Kramer
The 14th International Conference on Structural Safety and Reliability (ICOSSAR'25) University of Southern California June 2025
Optimization under Uncertainty for Efficient Laser Powder Bed Fusion Additive Manufacturing
Yulin Guo, Boris Kramer
East Coast Optimization Meeting 2025 George Mason April 2025
2024
Sparsity-promoting design under uncertainty for a char combustion problem
Yulin Guo, Dongjin Lee, Elle Lavichant, Boris Kramer
The 21st Working Conference of the IFIP Working Group 7.5 on Reliability and Optimization of Structural Systems UC Berkeley August 2024
2023
Adaptive surrogate improvement for high-dimensional problems
Yulin Guo, Paromita Nath, Sankaran Mahadevan, Paul Witherell
Engineering Mechanics Institute Conference Georgia Tech June 2023
2022
Surrogate modeling for engineering problems with high-dimensional input and output
Yulin Guo, Sankaran Mahadevan, Shunsaku Matsumoti, Shunsake Taba, Daigo Watanabe
Engineering Mechanics Institute Conference Johns Hopkins University June 2022
Surrogate modeling for high-dimensional engineering problems
Yulin Guo, Sankaran Mahadevan, Shunsaku Matsumoti, Shunsake Taba, Daigo Watanabe
SIAM Conference on Uncertainty Quantification Atlanta, GA April 2022
2021
Reduced-space surrogate models for high-dimensional input and output
Yulin Guo, Sankaran Mahadevan, Shunsaku Matsumoti, Shunsake Taba, Daigo Watanabe
Mechanistic Machine Learning and Digital Twins for Computational Science, Engineering & Technology (MMLDT-CSET 2021), An IACM Conference UC San Diego September 2021
Surrogate modeling with high-dimensional input and output
Yulin Guo, Sankaran Mahadevan, Shunsaku Matsumoti, Shunsake Taba, Daigo Watanabe
AIAA Scitech 2021 Forum Virtual conference Januaray 2021