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22 results on '"Girolami, Mark"'

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1. Random Grid Neural Processes for Parametric Partial Differential Equations

2. Fully probabilistic deep models for forward and inverse problems in parametric PDEs

3. Error analysis for a statistical finite element method

4. Theoretical Guarantees for the Statistical Finite Element Method

5. Statistical Finite Elements via Langevin Dynamics

6. Low-rank statistical finite elements for scalable model-data synthesis

7. Digital twinning of self-sensing structures using the statistical finite element method

8. Integration in reproducing kernel Hilbert spaces of Gaussian kernels

9. Convergence Guarantees for Gaussian Process Means With Misspecified Likelihoods and Smoothness

10. Embedded Ridge Approximations

11. The statistical finite element method (statFEM) for coherent synthesis of observation data and model predictions

12. Rejoinder for 'Probabilistic Integration: A Role in Statistical Computation?'

13. A Bayesian Conjugate Gradient Method

14. Bayesian Quadrature for Multiple Related Integrals

15. On the Sampling Problem for Kernel Quadrature

16. Geometry and Dynamics for Markov Chain Monte Carlo

17. Bayesian Probabilistic Numerical Methods

18. Probabilistic Numerical Methods for PDE-constrained Bayesian Inverse Problems

19. Probabilistic Numerical Methods for Partial Differential Equations and Bayesian Inverse Problems

20. Probabilistic Integration: A Role in Statistical Computation?

21. Probabilistic Numerics and Uncertainty in Computations

22. Riemannian Manifold Hamiltonian Monte Carlo

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