Bing Gong's publications
Journal Article
Diagnosing ozone–NO x –VOC–aerosol sensitivity and uncovering causes of urban–nonurban discrepancies in Shandong, China, using transformer-based estimations
Atmospheric chemistry and physics 24(7), 4177 - 4192 (2024) [10.5194/acp-24-4177-2024]
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Journal Article
Temperature forecasting by deep learning methods
Geoscientific model development 15(23), 8931 - 8956 (2022) [10.5194/gmd-15-8931-2022]
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Journal Article
HPC-oriented Canonical Workflows for Machine Learning Applications in Climate and Weather Prediction
Data Intelligence 4(2), 271-285 (2022) [10.1162/dint_a_00131]
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Journal Article
Artificial intelligence for air quality
The project repository journal 12(1), 70 - 73 (2022) [10.54050/PRJ1218384]
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Contribution to a conference proceedings/Contribution to a book
JUWELS Booster – A Supercomputer for Large-Scale AI Research
High Performance Computing / Jagode, Heike (Editor)
ISC High Performance 2021, ISC21, DigitalDigital, Germany, 24 Jun 2021 - 2 Jul 2021
Lecture Notes in Computer Science 12761, 453 - 468 (2021) [10.1007/978-3-030-90539-2_31]
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Journal Article
Can deep learning beat numerical weather prediction?
Philosophical transactions of the Royal Society of London / A 379(2194), 20200097 (2021) [10.1098/rsta.2020.0097] special issue: "Machine learning for weather and climate modelling"
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Abstract
Deep learning for short-term temperature forecasts with video prediction methods
European Geosciences Union 2020, EGU2020, VirtualVirtual, Austria, 4 May 2020 - 8 May 2020
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Abstract
On the use of containers for machine learning and visualization workflows on JUWELS
NIC Symposium 2020, JülichJülich, Germany, 27 Feb 2020 - 28 Feb 2020
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Abstract
Satellite observations of cirrus clouds in the lower stratosphere
EGU General Assembly 2020, WienWien, Austria, 4 May 2020 - 8 May 2020
[10.5194/egusphere-egu2020-8953]
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Journal Article
Revisiting global satellite observations of stratospheric cirrus clouds
Atmospheric chemistry and physics 20(16), 9939 - 9959 (2020) [10.5194/acp-20-9939-2020]
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Abstract
Near Surface Ozone Predictions Based on Multiple Artificial Neural Network Architectures
EGU General Assembly 2019, EGU2019, WienWien, Austria, 7 Apr 2019 - 12 Apr 2019
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Journal Article
The Use of the Internet of Things for Estimating Personal Pollution Exposure
International journal of environmental research and public health 16(17), 3130 (2019) [10.3390/ijerph16173130] special issue: "Integrated human exposure to air pollution"
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