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Deep Emulators for Differentiation, Forecasting, and Parametrization in Earth Science Simulators.

Authors : Nonnenmacher, Marcel¹ (AUTHOR) ; Greenberg, David S.¹ (AUTHOR)

Source: Journal of Advances in Modeling Earth Systems. Jul2021, Vol. 13 Issue 7, p1-13. 13p.

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Signatures of criticality arise from random subsampling in simple population models.

Authors : Nonnenmacher, Marcel^1,2,3 ; Behrens, Christian^3,4,5; Berens, Philipp^3,4,5

Source: PLoS Computational Biology. 10/3/2017, Vol. 13 Issue 10, p1-23. 23p.

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Training deep neural density estimators to identify mechanistic models of neural dynamics.

Authors : Gonçalves, Pedro J.; Lueckmann, Jan-Matthis; Deistler, Michael

Source: eLife; 10/22/2020, p1-45, 45p

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