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#machine learning Preprint Sep 2026

SomBench: Benchmark Dataset for Advancing Machine Learning in Lunar Science

Lunar orbital missions, such as Lunar Reconnaissance Orbiter, Kaguya/SELENE, Gravity Recovery and Interior Laboratory, and Lunar Prospector, among others, provide rich multi-instrument observations, but their heterogeneity in sampling, projection, and conventions limits reproducible machine learning (ML). We introduce...

Himanshu Patil, Gabrielle Nyirjesy, R. Slank et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Multimodal-Multiresolution Foundation Model for Lunar Remote Sensing

Among adaptation strategies, LoRA matches or surpasses full fine-tuning on crater detection and IMP segmentation while using far fewer trainable parameters, whereas full fine-tuning performs best for ice prospectivity regression.

Paolo Fraccaro, Gabrielle Nyirjesy, Daniela Szwarcman et al. · 0 citations

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