Deep neural network expression of posterior expectations in Bayesian PDE inversion

@article{Herrmann2020Bayesian,
    AUTHOR = {Herrmann, Lukas and Schwab, Christoph and Zech, Jakob},
    TITLE = {Deep neural network expression of posterior expectations in {B}ayesian {PDE} inversion},
    JOURNAL = {Inverse Problems},
    FJOURNAL = {Inverse Problems. An International Journal on the Theory and Practice of Inverse Problems, Inverse Methods and Computerized Inversion of Data},
    VOLUME = {36},
    YEAR = {2020},
    NUMBER = {12},
    PAGES = {125011, 32},
    ISSN = {0266-5611,1361-6420},
    MRCLASS = {62F15 (65J22)},
    MRNUMBER = {4186180},
    DOI = {10.1088/1361-6420/abaf64},
    URL = {https://doi.org/10.1088/1361-6420/abaf64}
}