Abandoned, lost, or discarded fishing gear is a major source of global marine plastic pollution. It causes lasting harm to marine ecosystems and fisheries. This study focuses on seafaring fishermen, recycling and regeneration enterprises, and local governments. We construct a stochastic evolutionary game model for ALDF...
Qiao-Rong Yin, Xin Ding, An Yan et al.· Marine Pollution Bulletin· 0 citations
JEPA-Anything, a domain-agnostic framework based on orthogonal predictive factorization (OPF), achieves the lowest one-step and 100-step molecular errors among compared methods in all four systems and supports a common factorized predictive principle across heterogeneous worlds.
Tao-Yong Cui, Zhong-Yao Wang, Xin-Yue Xu et al.· 2 citations
The model family shows gains in held-out scientific-code repair and across selected general-purpose benchmarks in code, reasoning, and knowledge, providing evidence of positive transfer from scientific experience to broader capabilities.
He-Jia Geng, Ze-Sen Huang, Hao-Yang Li et al.· 3 citations
This work introduces and releases ScienceBuddy, an interactive scientific research workspace that brings continually improving scientific agents into researchers'everyday workflows and presents case studies of researcher interaction, harness refinement, and model learning, with the benchmark cases spanning four scienti...
Shu-Han Xue, Jian-Yuan Zhong, Ziyuan Nan et al.· 2 citations
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