Papers matching “explainable machine learning” 112
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Computing formation enthalpies through an explainable machine learning method: the case of lanthanide orthophosphates solid solutions2024 Frontiers in Applied Mathematics and Statistics article Materials Science Machine Learning in Materials Science Open access
Edoardo Di Napoli, Xinzhe Wu, Thomas Bornhake, Piotr M. Kowalski
1citations -
Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties2022 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access
Clara Betancourt, Timo T. Stomberg, Ann-Kathrin Edrich, Ankit Patnala, Martin G. Schultz, Ribana Roscher, +2 more
30citations -
Integrating Functional Genomic Descriptors into Explainable Machine-Learning Models for Cross-Aquatic Species Prediction of Metal-Containing Nanomaterials Ecotoxicity2026 Environmental Science & Technology Letters article Environmental Science Environmental Toxicology and Ecotoxicology
Yunchi Zhou, Ying Wang, Willie J.G.M. Peijnenburg, Martina G. Vijver, Kmy Leung, Surendra Balraadjsing, +3 more
0citations -
Perspectives of physics-based machine learning strategies for geoscientific applications governed by partial differential equations2023 Geoscientific model development article Physics and Astronomy Model Reduction and Neural Networks Open access
Denise Degen, Daniel Caviedes‐Voullième, Susanne Buiter, Harrie‐Jan Hendricks Franssen, Harry Vereecken, Ana González‐Nicolás, +1 more
39citations -
Machine learning cardiac-MRI features predict mortality in newly diagnosed pulmonary arterial hypertension2022 European Heart Journal - Digital Health article Medicine Pulmonary Hypertension Research and Treatments Open access
Samer Alabed, Johanna Uthoff, Shuo Zhou, Pankaj Garg, Krit Dwivedi, Faisal Alandejani, +12 more
35citations -
High‐Speed 3D Printing Coupled with Machine Learning to Accelerate Alloy Development for Additive Manufacturing2025 Advanced Science article Engineering Additive Manufacturing Materials and Processes Open access
Avinash Hariharan, Marc Ackermann, Stephan Koß, Ali Khosravani, Johannes Henrich Schleifenbaum, Patrick Köhnen, +2 more
22citations -
An interpretable machine learning framework with data-informed imaging biomarkers for diagnosis and prediction of Alzheimer’s disease2026 Computerized Medical Imaging and Graphics article Medicine Dementia and Cognitive Impairment Research Open access
Wenjie Kang, Bo Li, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, Huiberdina L. Koek, +6 more
6citations