JuLib | Articles & more - {"Jülich Supercomputing Center; JSC"}

1

O3ResNet: A Deep Learning–Based Forecast System to Predict Local Ground-Level Daily Maximum 8-Hour Average Ozone in Rural and Suburban Environments

Leufen, Lukas Hubert
2023

Artificial Intelligence for the Earth Systems, 2 (2023) 3, S. 1 - 16

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
Get full text OpenAccess

2

Journal Article

Generating Views Using Atmospheric Correction for Contrastive Self-Supervised Learning of Multispectral Images

Patnala, Ankit
2023

IEEE geoscience and remote sensing letters, 20 (2023) 2502305, S. 1 - 5

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
Get full text OpenAccess

3

Journal Article

Enabling Canonical Analysis Workflows:Documented Data Harmonization on Global Air Quality Data

Schröder, Sabine
2022

Data Intelligence, 4 (2022) 2, S. 259 - 270

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess OpenAccess

4

Preprint

Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties

Betancourt, Clara
2022

Geoscientific model development discussions (2022)

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

5

Preprint

Representing chemical history in ozone time-series predictions – a model experiment study building on the MLAir (v1.5) deep learning framework

Kleinert, Felix
2022

Geoscientific model development discussions, 2022 (2022) S. 1-27

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

6

Preprint

Temperature forecasting by deep learning methods

Gong, Bing
2022

Geoscientific model development (2022)

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

7

Poster

Stochastic downscaling of meteorological fields with deep neural networks

Langguth, Michael
2022

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

8

Conference Presentation

Stochastic downscaling of the 2m temperature with a generative adversarial network (GAN)

Langguth, Michael
2022

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess OpenAccess

9

Journal Article

How to develop new digital knowledge transfer products for communicating strategies and new ways towards a carbon-neutral Germany

Preuschmann, Swantje
2022

Advances in science and research, 19 (2022) S. 51 - 71

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

10

Journal Article

Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties

Betancourt, Clara
2022

Geoscientific model development, 15 (2022) 11, S. 4331 - 4354

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

11

Journal Article

Representing chemical history in ozone time-series predictions – a model experiment study building on the MLAir (v1.5) deep learning framework

Kleinert, Felix
2022

Geoscientific model development, 15 (2022) 23, S. 8913 - 8930

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

12

Conference Presentation

Statistical Downscaling of Surface Temperature and Precipitation with Deep Neural Networks

Gong, Bing
2022

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
Get full text OpenAccess

13

Journal Article

Explainable Machine Learning Reveals Capabilities, Redundancy, and Limitations of a Geospatial Air Quality Benchmark Dataset

Stadtler, Scarlet
2022

Machine learning and knowledge extraction, 4 (2022) 1, S. 150 - 171

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

14

Journal Article

Artificial intelligence for air quality

Schultz, Martin
2022

The project repository journal, 12 (2022) 1, S. 70 - 73

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

15

Book

Final report of the DeepRain project - Abschlußbericht des DeepRain Projektes

Schultz, Martin
2022

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

16

Conference Presentation

TOAR-II data portal for global measurements of ozone and its precursors

Schröder, Sabine
2022

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

17

Journal Article

Temperature forecasting by deep learning methods

Gong, Bing
2022

Geoscientific model development, 15 (2022) 23, S. 8931 - 8956

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

18

Journal Article

Editors’ Note: Special Issue on Canonical Workflow Frameworks for Research

Wittenburg, Peter
2022

Data Intelligence, 4 (2022) 2, S. 149 - 154

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

19

Journal Article

Advancing caching and automation with FDO

Mozaffari, Amirpasha
2022

Research ideas and outcomes, 8 (2022) S. e94856

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

20

Journal Article

Canonical Workflows to Make Data FAIR

Wittenburg, Peter
2022

Data Intelligence, 4 (2022) 2, S. 286–305

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

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