Title
Interpretable Machine Learning in Physics: A Review Sebastian Johann Wetzel Seungwoong Ha Raban Iten Miriam Klopotek Ziming Liu AI4CE 80 0 0 30 Mar 2025
The Clear Sky Corridor: Insights Towards Aerosol Formation in Exoplanets Using An AI-based Survey of Exoplanet Atmospheres Reza Ashtari Kevin B. Stevenson David Sing Mercedes Lopez-Morales Munazza K. Alam Nikolay K. Nikolov Thomas M. Evans-Soma 16 1 0 09 Oct 2024
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Single Transit Detection In Kepler With Machine Learning And Onboard Spacecraft Diagnostics Matthew T. Hansen Jason A. Dittmann 16 1 0 06 Mar 2024
Datacube segmentation via Deep Spectral Clustering A. Bombini Fernando García-Avello Bofías Caterina Bracci Michele Ginolfi Chiara Ruberto 90 1 0 31 Jan 2024
Disentangling CO Chemistry in a Protoplanetary Disk Using Explanatory Machine Learning Techniques Amina Diop I. Cleeves Dana E. Anderson J. Pegues Adele Plunkett 27 0 0 08 Dec 2023
Identifying Light-curve Signals with a Deep Learning Based Object Detection Algorithm. II. A General Light Curve Classification Framework Kaiming Cui D. J. Armstrong Fabo Feng 29 2 0 14 Nov 2023
Insightful analysis of historical sources at scales beyond human capabilities using unsupervised Machine Learning and XAI Oliver Eberle Jochen Büttner Hassan el-Hajj G. Montavon Klaus-Robert Muller Matteo Valleriani 25 1 0 13 Oct 2023
Multiplicity Boost Of Transit Signal Classifiers: Validation of 69 New Exoplanets Using The Multiplicity Boost of ExoMiner Haowen Sun Miguel J. S. Martinho J. Jenkins D. Caldwell Joseph D. Twicken Stephen T. Bryson 19 6 0 04 May 2023
Discovering Long-period Exoplanets using Deep Learning with Citizen Science Labels Shreshth A. Malik N. Eisner Chris J. Lintott Y. Gal 24 3 0 13 Nov 2022
Data Models for Dataset Drift Controls in Machine Learning With Optical Images Luis Oala Marco Aversa Gabriel Nobis Kurt Willis Yoan Neuenschwander ... E. Pomarico Wojciech Samek Roderick Murray-Smith Christoph Clausen B. Sanguinetti 31 5 0 04 Nov 2022