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

1

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

2

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

3

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

4

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

5

Poster

Advancing FAIRness for global air quality data analyses

Mozaffari, Amirpasha
2022

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

6

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

7

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

8

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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9

Journal Article

IntelliO3-ts v1.0: a neural network approach to predict near-surface ozone concentrations in Germany

Kleinert, Felix
2021

Geoscientific model development, 14 (2021) 1, S. 1 - 25

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

10

Abstract

Representing chemical history for ozone time-series predictions - a method development study for deep learning models

Kleinert, Felix
2021

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

11

Journal Article

MLAir (v1.0) – a tool to enable fast and flexible machine learning on air data time series

Leufen, Lukas Hubert
2021

Geoscientific model development, 14 (2021) 3, S. 1553 - 1574

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
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12

Preprint

MLAir (v1.0) – a tool to enable fast and flexible machine learning on air data time series

Leufen, Lukas H.
2020

Geoscientific model development discussions, 2020 (2020) S. 1-41

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

13

Preprint

IntelliO3-ts v1.0: A neural network approach to predict near-surface ozone concentrations in Germany

Kleinert, Felix
2020

Geoscientific model development discussions, 2020 (2020) S. 1--69

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

14

Abstract

Near Surface Ozone Predictions Based on Multiple Artificial Neural Network Architectures

Kleinert, Felix
2019

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

15

Preprint

A New Tool for Automated Quality Control of Environmental Data in Open Web Services

Kaffashzadeh, Najmeh
2019

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

16

Software

AutoQC4Env software package

Kaffashzadeh, Najmeh
2019

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

17

Conference Presentation

Prediction of Daily Maximum Ozone Threshold Exceedances by Artificial Intelligence Techniques in Germany

Gong, Bing
2019

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

18

Conference Presentation

Near Surface Ozone Predictions Based on Multiple ANN Architectures

Kleinert, Felix
2019

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

19

Conference Presentation

A New Tool for Automated Quality Control of Environmental Time Series (AutoQC4Env) in Open Web Services

Kaffashzadeh, Najmeh
2019

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

20

Contribution to a book
Contribution to a conference proceedings

A New Tool for Automated Quality Control of Environmental Time Series (AutoQC4Env) in Open Web Services

Kaffashzadeh, Najmeh
2019

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

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