Xiaowei Jia
University of Pittsburgh — Computer Science (School of Computing & Information) · Assistant Professor
Research focus: machine learning · knowledge-guided / physics-guided ML · spatio-temporal data mining · AI for science (Earth systems / water)
保护项目 2 的预审审核：构建基于知识引导和生理引导的 machine learning, spatio-temporal data mining, 图/深度模型，以科学系统为对象；针对地球/水系统，构建 AI 框架；针对社会效益，构建 ai 框架；进行降采样；针对复杂系统，引入主动学习和强化学习；引用一个可见的项目、实验室主题、资助/招募信号、课程、领域或放置模式，并提出首个学期的具体扩展方案。
Who this advisor fits / 什么情况下适合你
- You care about faculty-track outcomes; public alumni rows include verifiable faculty placements.
- Industry research or startup/translation paths appeal to you (meaningful share in public outcomes).
- Use the research-fit evidence first, then verify recent advisor-specific placements, current funding, active recruiting, and program home directly.
- 你在意学术教职/教职轨去向，公开校友里有可核对的教职案例。
- 工业研究或创业/转化路径对你有吸引力（公开去向里占比不低）。
- 首先，请优先使用研究契合度证据，随后核实近期导师的具体安置情况、当前资助状态、活跃招募状态以及项目所在地。
What to watch for / 什么情况下要慎重
- Faculty-only is your sole goal and you want zero industry/translation exposure.
- 你把「教职为唯一目标」且完全不想碰工业/转化网络。
Public evidence as of 2026-06-10
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Ask a verified 学长学姐 / 同校 .edu 认证点评
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