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

1

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...”
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2

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

3

Preprint

Temperature forecasting by deep learning methods

Gong, Bing
2022

Geoscientific model development (2022)

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

4

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

5

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

6

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

7

Journal Article

Can deep learning beat numerical weather prediction?

Schultz, Martin
2021

Philosophical transactions of the Royal Society of London / A, 379 (2021) 2194, S. 20200097

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
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8

Conference Presentation

Global fine resolution mapping of ozone metrics through explainable machine learning

Betancourt, Clara
2021

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

9

Abstract

Global fine resolution mapping of ozone metrics through explainable machine learning

Betancourt, Clara
2021

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

10

Conference Presentation

Near-surface temperature forecasting by deep learning

Gong, Bing
2021

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

11

Journal Article

AQ-Bench: a benchmark dataset for machine learning on global air quality metrics

Betancourt, Clara
2021

Earth system science data, 13 (2021) 6, S. 3013 - 3033

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

12

Contribution to a book
Contribution to a conference proceedings

JUWELS Booster – A Supercomputer for Large-Scale AI Research

Kesselheim, Stefan
2021

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

13

Abstract

Deep learning for short-term temperature forecasts with video prediction methods

Gong, Bing
2020

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

14

Conference Presentation

Deep learning for short-term temperature forecasts with video prediction methods

Gong, Bing
2020

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

15

Journal Article

SALSA2.0: The sectional aerosol module of the aerosol–chemistry–climate model ECHAM6.3.0-HAM2.3-MOZ1.0

Kokkola, Harri
2018

Geoscientific model development, 11 (2018) 9, S. 3833 - 3863

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

16

Journal Article

The chemistry–climate model ECHAM6.3-HAM2.3-MOZ1.0

Schultz, Martin G.
2018

Geoscientific model development, 11 (2018) 5, S. 1695 - 1723

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

17

Journal Article

Ozone impacts of gas–aerosol uptake in global chemistry transport models

Stadtler, Scarlet
2018

Atmospheric chemistry and physics, 18 (2018) 5, S. 3147 - 3171

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
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18

Journal Article

Isoprene-derived secondary organic aerosol in the global aerosol–chemistry–climate model ECHAM6.3.0–HAM2.3–MOZ1.0

Stadtler, Scarlet
2018

Geoscientific model development, 11 (2018) 8, S. 3235 - 3260

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
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19

Journal Article

Isoprene derived secondary organic aerosol in a global aerosol chemistry climate model

Stadtler, Scarlet
2017

Geoscientific model development discussions, 244 (2017) S. 1 - 35

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

20

Journal Article

The Chemistry Climate Model ECHAM6.3-HAM2.3-MOZ1.0

Schultz, Martin G.
2017

Geoscientific model development discussions, 191 (2017) S. 1 - 43

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

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