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Short-duration Backward Integrations as Phase-space Diagnostics: A Sequence-based Machine Learning Approach to Near-Earth Asteroid Triage

  • Authors: Chetan Abhijnanam Bora, Badam Singh Kushvah

Chetan Abhijnanam Bora and Badam Singh Kushvah 2026 The Planetary Science Journal 7 .

  • Provider: AAS Journals

Caption: Figure 6.

Comprehensive SHAP-based explainability for the GRU orbital prediction model. Panels (a)–(d) present the local SHAP heat map, global SHAP heat map, local feature-importance ranking, and global feature-importance ranking, respectively, providing both instance-level and dataset-wide perspectives on model behavior.

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