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@ARTICLE{Kegler:901967,
author = {Kegler, Philip and Klinkenberg, Martina and Bukaemskiy,
Andrey and Murphy, Gabriel L. and Deissmann, Guido and
Brandt, Felix and Bosbach, Dirk},
title = {{C}hromium {D}oped {UO}2-{B}ased {C}eramics: {S}ynthesis
and {C}haracterization of {M}odel {M}aterials for {M}odern
{N}uclear {F}uels},
journal = {Materials},
volume = {14},
number = {20},
issn = {1996-1944},
address = {Basel},
publisher = {MDPI},
reportid = {FZJ-2021-03942},
pages = {6160 -},
year = {2021},
abstract = {We here unify the field-theoretical approach to neuronal
networks with large deviations theory. For a prototypical
random recurrent network model with continuous-valued units,
we show that the effective action is identical to the rate
function and derive the latter using field theory. This rate
function takes the form of a Kullback-Leibler divergence
which enables data-driven inference of model parameters and
calculation of fluctuations beyond mean-field theory.
Lastly, we expose a regime with fluctuation-induced
transitions between mean-field solutions.},
cin = {IEK-6},
ddc = {600},
cid = {I:(DE-Juel1)IEK-6-20101013},
pnm = {1411 - Nuclear Waste Disposal (POF4-141)},
pid = {G:(DE-HGF)POF4-1411},
typ = {PUB:(DE-HGF)16},
pubmed = {34683751},
UT = {WOS:000716269400001},
doi = {10.3390/ma14206160},
url = {https://juser.fz-juelich.de/record/901967},
}