Search Results for author: Simiao Chen

Found 2 papers, 1 papers with code

Estimating air quality co-benefits of energy transition using machine learning

no code implementations • 29 May 2021 • Da Zhang, Qingyi Wang, Shaojie Song, Simiao Chen, MingWei Li, Lu Shen, Siqi Zheng, Bofeng Cai, Shenhao Wang

Applications of the framework with Chinese data reveal highly heterogeneous health benefits of reducing fossil fuel use in different sectors and regions in China with a mean of \$34/tCO2 and a standard deviation of \$84/tCO2.

BIG-bench Machine Learning

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OutbreakFlow: Model-based Bayesian inference of disease outbreak dynamics with invertible neural networks and its application to the COVID-19 pandemics in Germany

1 code implementation • 1 Oct 2020 • Stefan T. Radev, Frederik Graw, Simiao Chen, Nico T. Mutters, Vanessa M. Eichel, Till Bärnighausen, Ullrich Köthe

Mathematical models in epidemiology are an indispensable tool to determine the dynamics and important characteristics of infectious diseases.

Bayesian Inference Epidemiology

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