Physics-informed Polynomial Chaos Expansion with Enhanced Constrained Optimization Solver and D-optimal Sampling

Qitian Lu, Himanshu Sharma, Michael D. Shields +1

Physics-informed polynomial chaos expansions (PC${}^2$) provide an efficient physically constrained surrogate modeling framework by embedding governing equations and other physical c…