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Stochastic micromagnetics can bypass sequential PDE integration entirely: horizon-conditioned flow matching over local rotation manifolds directly predicts stochastic full-field states while matching exact geometric invariants at a 3,062脳 speedup over MuMax鲁.
Doubling photocathode coverage with cost-effective MCP-PMTs cuts underground muon direction reconstruction error to just 6掳 while boosting detection efficiency by 59%, successfully isolating CJPL's first up-going neutrino-induced event.
Adversarial clothing can successfully evade thermal person detectors with over 80% effectiveness, exposing critical security flaws in AI-driven surveillance systems.
TCM diagnosis gets a boost: RAG enhanced with knowledge graphs and chain-of-thought reasoning leaps ahead of fine-tuning and other RAG methods, particularly for non-Chinese LLMs tackling individualized cases.