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

1

Dissertation / PhD Thesis

Mapping and Interpolation of Tropospheric Ozone Data with Machine Learning Methods

Betancourt, Clara
2023

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

2

Journal Article

Graph Machine Learning for Improved Imputation of Missing Tropospheric Ozone Data

Betancourt, Clara
2023

Environmental science & technology, 57 (2023) S. 18246-18258

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

3

Journal Article

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

4

Journal Article

Using Regionalized Air Quality Model Performance and Bayesian Maximum Entropy data fusion to map global surface ozone concentration

Becker, Jacob S.
2023

Elementa, 11 (2023) 1, S. 00025

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

5

Poster

Geodata enrichment for air quality

Selke, Niklas
2022

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

6

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

7

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

8

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

9

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

10

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

11

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

12

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

13

Poster

Advancing FAIRness for global air quality data analyses

Mozaffari, Amirpasha
2022

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

14

Preprint

Temperature forecasting by deep learning methods

Gong, Bing
2022

Geoscientific model development (2022)

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

15

Journal Article

Exploring decomposition of temporal patterns to facilitate learning of neural networks for ground-level daily maximum 8-hour average ozone prediction

Leufen, Lukas Hubert
2022

Environmental data science, 1 (2022) S. e10

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

16

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

17

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

18

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

19

Conference Presentation

TOAR-II Overview and Database

Cooper, Owen
2022

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

20

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

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