Mengwu Guo
- Multi-fidelity reduced-order surrogate modeling
2023/09/01 by Paolo Conti, Conti, Paolo, Mengwu Guo +9 · 7 citations
Engineering · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Fluid Dynamics and Vibration Analysis #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods for differential equations
- Uncertainty quantification for nonlinear solid mechanics using reduced order models with Gaussian process regression
2023/02/16 by Ludovica Cicci, Cicci, Ludovica, Stefania Fresca +7 · 1 citation
Physics and Astronomy · Decision Sciences · Engineering · #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design #Hydraulic and Pneumatic Systems