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Deep learning in high dimension: ReLU neural network expression for Bayesian PDE inversion. (English) Zbl 1487.68200

Herzog, Roland (ed.) et al., Optimization and control for partial differential equations. Uncertainty quantification, open and closed-loop control, and shape optimization. Berlin: De Gruyter. Radon Ser. Comput. Appl. Math. 29, 419-462 (2022).
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Uncertainty quantification in variational inequalities. Theory, numerics, and applications. (English) Zbl 1479.49002

Boca Raton, FL: CRC Press (ISBN 978-1-138-62632-4/hbk; 978-1-032-14849-6/pbk; 978-1-315-22896-9/ebook). xviii, 386 p. (2022).
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