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20052025
most citedEnforcing Statistical Constraints in Generative Adversarial Networks for Modeling Chaotic Dynamical Systems

169 citations

Showing 2019Show all

5 papers · 1 filter

astro-ph.EP2019★ 34 cited

A New Model Suite to Determine the Influence of Cosmic Rays on (Exo)planetary Atmospheric Biosignatures -- Validation based on Modern Earth

Konstantin Herbst, John Lee Grenfell, Miriam Sinnhuber +8

The first opportunity to detect indications for life outside the Solar System may be provided already within the next decade with upcoming missions such as the James Webb Space Tel…

q-bio.PE2019★ 60 cited

Diverse interactions and ecosystem engineering stabilize community assembly

Justin D. Yeakel, Mathias M. Pires, Marcus A. M. de Aguiar +4

The complexity of an ecological community can be distilled into a network, where diverse interactions connect species in a web of dependencies. Species interact not only with each…

q-bio.PE2019★ 4 cited

Mapping the bacterial ways of life

Ashkaan K Fahimipour, Thilo Gross

The rise in the availability of bacterial genomes defines a need for synthesis: abstracting from individual taxa, to see larger patterns of bacterial lifestyles across systems. A k…

physics.app-ph2019

Library based identification and characterisation of polymers with nano-FTIR and IR-sSNOM imaging

Michaela Meyns, Sebastian Primpke, Gunnar Gerdts

AFM is a technique widely applied in the nanoscale characterisation of polymers and their surface properties. With nano-FTIR and IR-sSNOM imaging an optical dimension is added to t…

physics.comp-ph2019★ 169 cited

Enforcing Statistical Constraints in Generative Adversarial Networks for Modeling Chaotic Dynamical Systems

Jin-Long Wu, Karthik Kashinath, Adrian Albert +3

Simulating complex physical systems often involves solving partial differential equations (PDEs) with some closures due to the presence of multi-scale physics that cannot be fully…