most citedRobust optimal design of large-scale Bayesian nonlinear inverse problems

1 citations · 1 across the 1 of their papers we have counts for

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math.NA2024★ 1 cited

Robust optimal design of large-scale Bayesian nonlinear inverse problems

Abhijit Chowdhary, Ahmed Attia, Alen Alexanderian

We consider robust optimal experimental design (ROED) for nonlinear Bayesian inverse problems governed by partial differential equations (PDEs). An optimal design is one that maxim…

math.OC2024

Probabilistic Approach to Black-Box Binary Optimization with Budget Constraints: Application to Sensor Placement

Ahmed Attia

This paper presents a fully probabilistic approach for solving optimal experimental design problems under budget constraints. The experimental design is viewed as a random variable…