Pages that link to "Item:Q5228359"
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The following pages link to Bayesian Model and Dimension Reduction for Uncertainty Propagation: Applications in Random Media (Q5228359):
Displaying 16 items.
- A nonparametric belief propagation method for uncertainty quantification with applications to flow in random porous media (Q340932) (← links)
- Bayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification (Q1721865) (← links)
- A generalized probabilistic learning approach for multi-fidelity uncertainty quantification in complex physical simulations (Q2083198) (← links)
- A probabilistic generative model for semi-supervised training of coarse-grained surrogates and enforcing physical constraints through virtual observables (Q2124009) (← links)
- Incorporating physical constraints in a deep probabilistic machine learning framework for coarse-graining dynamical systems (Q2125437) (← links)
- A data-driven surrogate to image-based flow simulations in porous media (Q2176870) (← links)
- A general frame for uncertainty propagation under multimodally distributed random variables (Q2186867) (← links)
- Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data (Q2222275) (← links)
- A physics-aware, probabilistic machine learning framework for coarse-graining high-dimensional systems in the small data regime (Q2222510) (← links)
- Data-driven surrogate modeling of multiphase flows using machine learning techniques (Q2664065) (← links)
- Bayesian-Validated Surrogates for Noisy Computer Simulations; Application to Random Media (Q4891747) (← links)
- Superposition, reduction of multivariable problems, and approximation (Q5132227) (← links)
- Infinite-dimensional stochastic transforms and reproducing kernel Hilbert space (Q6049820) (← links)
- Semi-supervised invertible neural operators for Bayesian inverse problems (Q6164274) (← links)
- Signal generator framework-based variation expansion-matching method for polynomial systems (Q6593759) (← links)
- Variational Bayesian surrogate modelling with application to robust design optimisation (Q6643588) (← links)
