2 citations · 2 across the 2 of their papers we have counts for
2 papers
stat.AP2025
On the Impact of Monte Carlo Statistical Uncertainty on Surrogate-based Design Optimization
Omer F. Erdem, David P. Broughton, Josef Svoboda +2
In multi-objective design tasks, the computational cost increases rapidly when high-fidelity simulations are used to evaluate objective functions. Surrogate models help mitigate th…
physics.data-an2024★ 2 cited
Physics-informed Meta-instrument for eXperiments (PiMiX) with applications to fusion energy
Zhehui Wang, Shanny Lin, Miles Teng-Levy +24
Data-driven methods (DDMs), such as deep neural networks, offer a generic approach to integrated data analysis (IDA), integrated diagnostic-to-control (IDC) workflows through data…