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Open nowPosted 40 days ago

【实习】气象建模实习生

aicarrier/522799209 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen now【实习】气象建模实习生aicarrier/522799 · Shanghai, Chinese Mainland

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  3. 12.3%7 days
  4. 19.3%14 days
  5. 35.6%30 days
  6. 58.1%60 days
This job: posted 40 days ago

The posting

研究方向 将大气动力学、物理约束及领域知识引入深度学习天气模型，提高模型的物理一致性、泛化能力和极端天气预测能力； 研究卫星、雷达、地面站、再分析等多源异构观测数据的融合方法，探索从原始观测到预报模型的端到端建模； 围绕模型架构、训练策略、数据体系、损失函数和推理方法持续优化模型性能； 在 WeatherBench 等国际公认气象预报 Benchmark 上开展标准化实验，与主流 AI 天气模型及数值天气预报系统进行系统比较，并持续提交和更新预报结果； 进一步关注台风、强降水、强对流等高影响天气过程的建模与预测。

岗位目标 实习期间将参与团队核心气象基础模型研发，与团队共同推进模型的训练、评测与持续迭代。研究成果将面向 WeatherBench 等国际 Benchmark 的领先性能，并以发表 Nature / Science 子刊或 CCF-A 类会议、期刊论文为重要研究目标。

计算机、人工智能、大气科学、地球科学、应用数学等相关专业本科高年级、硕士或博士研究生； 熟悉深度学习，具有较好的 Python / PyTorch 编程能力； 对 AI for Weather / AI for Science 有较强研究兴趣，具备独立开展科研工作的能力； 有天气预报、地球系统建模、时空预测、基础模型或科学机器学习相关研究经历者优先； 以第一作者或主要作者在 Nature / Science 子刊或 CCF-A 类会议、期刊发表过论文者优先； 可长期实习优先。

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