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Data-Driven Surrogate Models for Computational Fluid Dynamics

The use of computational fluid dynamics (CFD) has become essential for aerospace design optimization processes. The computational cost of high-fidelity CFD is often very large and can make design optimization prohibitively expensive if a large number of design evaluations are required.
openaire   +1 more source

Reservoir-Based Surrogate Modeling of Dynamic User Equilibrium

Transportation Research Part C: Emerging Technologies, 2020
Daisuke Fukuda, Ke Han, Qian Ge
exaly  

Nondeterministic Dynamic Stability Assessment of Euler–Bernoulli Beams Using Chebyshev Surrogate Model

Applied Mathematical Modelling, 2019
By Professor Wei Gao   +2 more
exaly  

Surrogate modeling of vehicle dynamics using deep learning

The Proceedings of Design & Systems Conference, 2019
Kohei MAKINO   +4 more
openaire   +1 more source

Neural operators for surrogate modeling in complex dynamic systems

Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications VII
Yuandi Wu   +5 more
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