Lily-Belle Sweet

Lily-Belle Sweet

Helmholtz-Zentrum für Umweltforschung - Leipzig / Germany
Engineering & Technology / Computer Science
AD Scientific Index ID: 5276956
Helmholtz Centre for Environmental Research
person_outline Lily-Belle Sweet's MOST POPULAR ARTICLES
1-) Cross-validation strategy impacts the performance and interpretation of machine learning modelsL Sweet, C Müller, M Anand, J ZscheischlerArtificial Intelligence for the Earth Systems 2 (4), e230026, 2023102023
2-) How Interpretable Machine Learning Can Benefit Process Understanding in the GeosciencesS Jiang, L Sweet, G Blougouras, A Brenning, W Li, M Reichstein, ...Earth\\\'s Future 12 (7), e2024EF004540, 202432024
3-) Using interpretable machine learning to identify compound meteorological drivers of crop yield failureL Sweet, J ZscheischlerEGU General Assembly Conference Abstracts, EGU22-5464, 202222022
4-) Identifying compound weather drivers of forest biomass loss with generative deep learningM Anand, FJ Bohn, G Camps-Valls, R Fischer, A Huth, L Sweet, ...Environmental Data Science 3, e4, 202412024
5-) Causal machine learning for sustainable agroecosystemsV Sitokonstantinou, EDS Porras, JC Bautista, M Piles, I Athanasiadis, ...arXiv preprint arXiv:2408.13155, 20242024