2 papers
astro-ph.IM2026
SMR: Scheduler with Multi-Channel Map-Encoded Reinforcement Learning for Radio Telescopes
Zhenyang Huang, Na Wang, Zhiyong Liu +1
Observation scheduling for large single-dish radio telescopes is a multi-objective optimization problem: schedulers must maximize on-source scientific return under strict mechanica…
astro-ph.IM2025
An Interpretable AI Framework to Disentangle Self-Interacting and Cold Dark Matter in Galaxy Clusters: The CKAN Approach
Zhenyang Huang, Haihao Shi, Zhiyong Liu +1
Convolutional neural networks have shown their ability to differentiate between self-interacting dark matter (SIDM) and cold dark matter (CDM) on galaxy cluster scales. However, th…