Clara Betancourt - Publications, H-index & Citations

Clara Betancourt

Helmholtz Association

6H指数

24论文数

650被引数

收录论文 7

发表时间

Interpolation of missing ozone data using graph machine learning and parameter analysis through eXplainable artificial intelligence comparison 基于图机器学习的缺失臭氧数据插值与通过可解释人工智能比较的参数分析

ENVIRONMENTAL MODELLING & SOFTWARE

IF4.6

2025-05-01

PREAI

Jung, Seonje; Gil, Junsu; Lee, Meehye; Betancourt, Clara; Schultz, Martin; Choi, Yunsoo; Joo, Taekyu; Kim, Daigon

Graph Machine Learning for Improved Imputation of Missing Tropospheric Ozone Data

ENVIRONMENTAL SCIENCE & TECHNOLOGY

IF11.3

2023-09-04

OAAI

Betancourt, Clara; Li, Cathy W. Y.; Kleinert, Felix; Schultz, Martin G.

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

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2022-06-03

OAAI

Betancourt, Clara; Stomberg, Timo T.; Edrich, Ann-Kathrin; Patnala, Ankit; Schultz, Martin G.; Roscher, Ribana; Kowalski, Julia; Stadtler, Scarlet

Explainable Machine Learning Reveals Capabilities, Redundancy, and Limitations of a Geospatial Air Quality Benchmark Dataset 可解释的机器学习揭示了地理空间空气质量基准数据集的功能，冗余和局限性

MACHINE LEARNING AND KNOWLEDGE EXTRACTION

IF6

2022-02-11

OAAI

Stadtler, Scarlet; Betancourt, Clara; Roscher, Ribana

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

EARTH SYSTEM SCIENCE DATA

IF11.6

2021-06-24

OAAI

Betancourt, Clara; Stomberg, Timo; Roscher, Ribana; Schultz, Martin G.; Stadtler, Scarlet

Firewood residential heating - local versus remote influence on the aerosol burden

ATMOSPHERIC CHEMISTRY AND PHYSICS

IF5.1

2021-04-20

OAAI

Betancourt, Clara; Kueppers, Christoph; Piansawan, Tammarat; Sager, Uta; Hoyer, Andrea B.; Kaminski, Heinz; Rapp, Gerhard; John, Astrid C.; Kuepper, Miriam; Quass, Ulrich; Kuhlbusch, Thomas; Rudolph, Jochen; Kiendler-Scharr, Astrid; Gensch, Iulia

Can deep learning beat numerical weather prediction?深度学习能战胜数值天气预报吗？

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

IF3.7

2021-02-15

249

OAAI

Schultz, M. G.; Betancourt, C.; Gong, B.; Kleinert, F.; Langguth, M.; Leufen, L. H.; Mozaffari, A.; Stadtler, S.

研究方向