Общедоступные статьи - Marcel NonnenmacherПодробнее...
7 статей доступны в некоторых источниках
Automatic posterior transformation for likelihood-free inference
D Greenberg, M Nonnenmacher, J Macke
International Conference on Machine Learning, 2404-2414, 2019
Финансирование: German Research Foundation, Federal Ministry of Education and Research, Germany
Flexible statistical inference for mechanistic models of neural dynamics
JM Lueckmann, PJ Goncalves, G Bassetto, K Öcal, M Nonnenmacher, ...
Advances in Neural Information Processing Systems, 1289-1299, 2017
Финансирование: German Research Foundation
Training deep neural density estimators to identify mechanistic models of neural dynamics
PJ Gonçalves, JM Lueckmann, M Deistler, M Nonnenmacher, K Öcal, ...
Elife 9, e56261, 2020
Финансирование: German Research Foundation, UK Biotechnology and Biological Sciences …
Signatures of criticality arise from random subsampling in simple population models
M Nonnenmacher, C Behrens, P Berens, M Bethge, JH Macke
PLoS Computational Biology 13 (10), e1005718, 2017
Финансирование: German Research Foundation, Federal Ministry of Education and Research, Germany
Deep Emulators for Differentiation, Forecasting and Parametrization in Earth Science Simulators
M Nonnenmacher, DS Greenberg
Journal of Advances in Modeling Earth Systems 13 (7), e2021MS002554, 2021
Финансирование: Helmholtz Association
Statistical Seasonal Prediction of European Summer Mean Temperature Using Observational, Reanalysis, and Satellite Data
M Pyrina, M Nonnenmacher, S Wagner, E Zorita
Weather and Forecasting 36 (4), 1537-1560, 2021
Финансирование: Helmholtz Association
Learning Implicit PDE Integration with Linear Implicit Layers
M Nonnenmacher, DS Greenberg
The Symbiosis of Deep Learning and Differential Equations, 2021
Финансирование: Helmholtz Association
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