西湖大学工学院人工智能与科学仿真发现实验室2026年秋季入学推免博士招生
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<strong style="box-sizing: border-box;">吴泰霖博士</strong><span leaf="" style="box-sizing: border-box;">为西湖大学工学院人工智能方向特聘研究员、助理教授、博士生导师。2012年于北京大学物理学院获得学士学位，2019年获得麻省理工学院理学博士学位（师从Max Tegmark教授），2020年-2023年5月在斯坦福大学计算机系从事博士后研究（师从Jure Leskovec教授）。</span>
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<span leaf="" style="box-sizing: border-box;">吴泰霖博士的主要研究方向为 AI for Science，开发<span textstyle="" style="font-weight: bold; box-sizing: border-box;">基于生成模型、AI智能体、大模型的方法，用于科学中的核心、普适问题，包括基于生成模型用于科学中的仿真和控制问题（流体、能源、机械等），开发AI智能体等方法用于科学发现（物理、生命科学）。</span></span>
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<span leaf="" style="box-sizing: border-box;">吴泰霖博士的代表性工作包括：在科学仿真方面，通过图神经网络模拟大规模系统方面成数量级地加快了仿真速度，解决其多尺度、多分辨率、大规模的核心挑战；在控制方面，提出基于扩散生成模型的将仿真和控制融为一体的控制方式，用于复杂物理系统的控制；在表示学习方面，吴泰霖博士提出的图信息瓶颈（GIB）架构大幅度提高了图表示学习的鲁棒性。</span>
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<span leaf="" style="box-sizing: border-box;">吴泰霖博士的工作正被应用于流体、等离子体、能源等的大规模仿真以及物理、天文等领域的科学发现中。</span><strong style="box-sizing: border-box;">其工作发表在 NeurIPS、ICLR、UAI 等机器学习顶级会议以及物理学顶级期刊上，并被 MIT Technology Review 等报道。吴泰霖博士也是美国国家科学院院刊（PNAS）、Nature Communications、Nature Machine Intelligence、Science Advances 等多个综合类顶级期刊的审稿人，以及机器学习顶级会议的审稿人和领域主席。</strong>
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<span leaf="" style="box-sizing: border-box;">吴泰霖博士实验室主页：人工智能与科学仿真发现实验室：</span><span style="text-decoration-line: underline;text-decoration-style: solid;text-decoration-color: rgb(0,0,0);text-decoration-thickness: 2px;"><span leaf="" style="box-sizing: border-box;">ai4s.lab.westlake.edu.cn</span></span>
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<span leaf="" style="box-sizing: border-box;">吴泰霖博士个人主页：</span><span style="text-decoration-line: underline;text-decoration-style: solid;text-decoration-color: rgb(0,0,0);text-decoration-thickness: 2px;"><span leaf="" style="box-sizing: border-box;">http://tailin.org</span></span>
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<strong style="box-sizing: border-box;">课题组长期开展AI + Science学科交叉的核心、普适问题。</strong><span leaf="" style="box-sizing: border-box;">主要研究方向包括：</span>
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<strong style="box-sizing: border-box;">1.生成式AI用于科学仿真、控制和设计：</strong><span leaf="" style="box-sizing: border-box;">开发基于扩散模型、flow matching的生成式AI方法以及新一代的生成模型，用于大规模科学系统的仿真、控制和设计，并在流体、能源、机械、生命科学等关键领域应用。</span>
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<strong style="box-sizing: border-box;">2.AI智能体用于科学发现：</strong><span leaf="" style="box-sizing: border-box;">开发结合AI智能体、表示学习、大模型的机器学习方法，逐步构建通用AI科学家，用于科学实验的智能化并产生新的科学发现，在生命科学、物理等关键领域应用。</span>
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<strong style="box-sizing: border-box;">团队自2023年7月组建以来，已与多个国内外领域顶尖团队建立合作关系，从事多项有重大影响力的AI + 科学仿真、控制和发现的研究。</strong>
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<span leaf="" style="box-sizing: border-box;">· 从事最前沿的AI方法的开发（发表于AI顶会），并与具体科学领域国际顶尖研究组合作，解决重要的科学问题（target Nature系列期刊），产生重要的影响力。</span>
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<span leaf="" style="box-sizing: border-box;">· 团队有活跃的讨论氛围，大家来自AI和科学背景，互相分享，共同进步。</span>
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<strong style="box-sizing: border-box;">学生去向</strong>
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<span style="font-size: 15px;box-sizing: border-box;">吴</span><span style="font-size: 15px;box-sizing: border-box;">泰霖博士具有丰富的科研指导经验，在博士后、PI期间指导的学生进入到 Stanford、MIT、UC Berkeley、UCLA 等国际顶尖高校计算机系或统计系攻读博士学位。</span>
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<strong style="box-sizing: border-box;"><span style="font-size: 16px;box-sizing: border-box;">申请条件</span></strong>
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<strong style="box-sizing: border-box;">（1）博士生（2026年秋季入学）</strong>
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<span leaf="" style="box-sizing: border-box;">课题组计划招收博士生（包括推免生）。诚邀对AI与自然科学交叉领域（AI + Science）研究充满热情的优秀学子加入，共同探索前沿创新方向。</span>
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<span leaf="" style="box-sizing: border-box;"><br style="box-sizing: border-box;"/></span>
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<span leaf="" style="box-sizing: border-box;">基本要求：</span>
</p>
<p style="text-wrap: wrap; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">
<span leaf="" style="box-sizing: border-box;">· 本科就读于国内外知名高校，且课业成绩或科研成果拔尖</span>
</p>
<p style="text-wrap: wrap; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">
<span leaf="" style="box-sizing: border-box;">· 有机器学习或相关领域科研经验</span>
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<p style="text-wrap: wrap; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">
<span leaf="" style="box-sizing: border-box;">· 有志于在 AI + Science 领域做出开创性研究</span>
</p>
<p style="text-wrap: wrap; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">
<span leaf="" style="box-sizing: border-box;">· 积极主动、热爱研究</span>
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<span leaf="" style="box-sizing: border-box;"><br style="box-sizing: border-box;"/></span>
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<strong style="box-sizing: border-box;">（2）博士后</strong>
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<span leaf="" style="box-sizing: border-box;"><br style="box-sizing: border-box;"/></span>
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<span leaf="" style="box-sizing: border-box;">计划招聘博士后，基本要求：</span>
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<span leaf="" style="box-sizing: border-box;"><br style="box-sizing: border-box;"/></span>
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<p style="text-wrap: wrap; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">
<span leaf="" style="box-sizing: border-box;">· 博士毕业或者将毕业，在机器学习顶级会议有 2-3 篇优秀代表作</span>
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<p style="text-wrap: wrap; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">
<span leaf="" style="box-sizing: border-box;">· 编程能力强</span>
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<p style="text-wrap: wrap; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">
<span leaf="" style="box-sizing: border-box;">· 对于 AI + Science 领域有 strong passion</span>
</p>
<p style="text-wrap: wrap; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">
<span leaf="" style="box-sizing: border-box;">· 善于团队合作，有领导大型项目经验的加分</span>
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<span leaf="" style="box-sizing: border-box;"><br style="box-sizing: border-box;"/></span>
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<span leaf="" style="box-sizing: border-box;">博士后将领导本课题组进行的 AI + Science 的大型项目，做出引领领域研究方向、有重大影响力的工作。欢迎有志于做出有重要国际影响力工作、并有相关领域经验的同学报名。</span>
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<span leaf="" style="box-sizing: border-box;"><br style="box-sizing: border-box;"/></span>
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<strong style="box-sizing: border-box;">博士后薪酬待遇：</strong><span leaf="" style="box-sizing: border-box;">根据个人科研工作能力和博士后有关规定从优发放。实验室将提供稳定的工作环境与一流的研究平台，协助申报博士后相关项目，并根据兴趣与需求支持个人的职业发展。对获得中国博士后科学基金资助和浙江省博士后择优项目资助的，杭州市给予 1:1 配套资助。对于非大陆的博士毕业生，可申请博士后海外引才专项。对出站留杭（来杭）工作的博士后，杭州市给予每人 40 万元补助。</span>
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<span leaf="" style="box-sizing: border-box;"><br style="box-sizing: border-box;"/></span>
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<strong style="box-sizing: border-box;">（3）实习生</strong>
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<span leaf="" style="box-sizing: border-box;">课题组长期招收实习生（3 个月或以上）。尤其欢迎对AI+Science感兴趣的博士生（AI背景或者科学背景）来本组长期访问实习或者合作。实习生将能参与并有机会领导独立项目，并 target 机器学习顶级会议和国际综合期刊（PNAS、Nature 子刊等）。欢迎编程好、并对本课题组研究领域有强烈兴趣的同学报名。</span>
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<strong style="box-sizing: border-box;"><span style="font-size: 16px;box-sizing: border-box;">我们提供优越的研究环境</span></strong>
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<strong style="box-sizing: border-box;">1、与科学和工业界顶尖团队合作：</strong><span leaf="" style="box-sizing: border-box;">与多个科学领域顶尖团队紧密合作，共同攻克具有重大影响力的科学问题，并在这一过程中实现AI方法的突破创新。欢迎来自国内外高校、研究所、工业界志同道合的合作者，在相同研究兴趣的支持下达成形式自由的科研合作。</span>
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<strong style="box-sizing: border-box;">2、充足的计算资源：</strong><span leaf="" style="box-sizing: border-box;">可调用西湖大学AI Station集群（H800/A100/A800/V100等百余张GPU），实验室拥有多台8卡服务器（A6000/L40）并长期租用多台8卡H800服务器，计算资源在国内高校中，处于最为丰富的第一梯队。</span>
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<strong style="box-sizing: border-box;">3、交换&实习&博后推荐：</strong><span leaf="" style="box-sizing: border-box;">吴泰霖博士与国际上各AI + Science的著名研究组（包括Stanford、DeepMind、MIT、Caltech等）有广泛的联系，会推荐优秀的高年级博士生到相应的组实习以及攻读博士后。</span>
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<strong style="box-sizing: border-box;">4、学生成长：</strong><span leaf="" style="box-sizing: border-box;">实验室注重<span textstyle="" style="font-weight: bold; box-sizing: border-box;">work-life balance</span>，认为良好的科研状态来自健康和积极的生活状态。吴泰霖博士将密切陪伴和引导学生成长，同时鼓励学生<span textstyle="" style="font-weight: bold; box-sizing: border-box;">自主驱动（self-motivated）</span>，培养独立思考、自主探索、交流和领导能力，做出具有影响力的突破性成果。</span>
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<strong style="box-sizing: border-box;">5、频繁的学术交流：</strong><span leaf="" style="box-sizing: border-box;">实验室鼓励博士生多次参加国内外顶级学术会议，通过研究成果和经历建立个人履历与人脉。</span>
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<span style="font-size: 12px;color: rgb(160, 160, 160);box-sizing: border-box;">吴泰霖组博后和学生在维也纳召开的ICLR 2024做报告</span>
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<span style="font-family: 等线; box-sizing: border-box;"><span leaf="" style="color: rgba(0, 0, 0, 0.9); font-size: 17px; font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, " helvetica="" pingfang="" hiragino="" sans="" microsoft="" yahei="" letter-spacing:="" box-sizing:=""><span textstyle="" style="font-size: 12px; color: rgb(136, 136, 136); box-sizing: border-box;">吴泰霖组博后（正中）在温哥华</span></span></span><span leaf="" style="color: rgba(0, 0, 0, 0.9); font-size: 17px; font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, " helvetica="" pingfang="" hiragino="" sans="" microsoft="" yahei="" letter-spacing:="" box-sizing:=""><span textstyle="" style="font-size: 12px; color: rgb(136, 136, 136); box-sizing: border-box;">NeurIPS 2024</span></span><span style="font-family: 等线; box-sizing: border-box;"><span leaf="" style="color: rgba(0, 0, 0, 0.9); font-size: 17px; font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, " helvetica="" pingfang="" hiragino="" sans="" microsoft="" yahei="" letter-spacing:="" box-sizing:=""><span textstyle="" style="font-size: 12px; color: rgb(136, 136, 136); box-sizing: border-box;">共同主办的</span></span></span><span style="box-sizing: border-box;"><span leaf="" style="color: rgba(0, 0, 0, 0.9); font-size: 17px; font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, " helvetica="" pingfang="" hiragino="" sans="" microsoft="" yahei="" letter-spacing:="" box-sizing:=""><span textstyle="" style="font-size: 12px; color: rgb(136, 136, 136); box-sizing: border-box;">Safe Generative AI workshop</span></span></span><span style="font-family: 等线; box-sizing: border-box;"><span leaf="" style="color: rgba(0, 0, 0, 0.9); font-size: 17px; font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, " helvetica="" pingfang="" hiragino="" sans="" microsoft="" yahei="" letter-spacing:="" box-sizing:=""><span textstyle="" style="font-size: 12px; color: rgb(136, 136, 136); box-sizing: border-box;">上与组织者和嘉宾共进午餐</span></span></span>
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<strong style="box-sizing: border-box;"><span style="font-size: 16px;box-sizing: border-box;">申请流程</span></strong>
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<section style="max-width: 100%; display: inline-block; width: 100%; flex: 0 0 auto; vertical-align: top; box-sizing: border-box;">
<section style="display: inline-block; height: auto; background-color: rgb(247, 251, 253); padding: 21px; box-sizing: border-box; width: 100%; position: static;">
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<p style="text-wrap: wrap; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">
<span style="font-size: 15px;box-sizing: border-box;"><span leaf="" style="box-sizing: border-box;">应聘者通过电子邮件</span><strong style="box-sizing: border-box;"><span leaf="" style="box-sizing: border-box;"> wutailin@westlake.edu.cn</span></strong><span leaf="" style="box-sizing: border-box;"> 联系吴泰霖博士，并附上简历。</span></span>
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<p style="text-wrap: wrap; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">
<span leaf="" style="box-sizing: border-box;"><br style="box-sizing: border-box;"/></span>
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<span style="font-size: 15px;box-sizing: border-box;">邮件主题：博士后 / 博士生 / 实习生- 名字</span>
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<p style="text-wrap: wrap; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">
<span leaf="" style="box-sizing: border-box;"><br style="box-sizing: border-box;"/></span>
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<span style="font-size: 15px;box-sizing: border-box;">邮件附件：个人简历（包括个人基本情况，教育和工作经历，科研工作概述，论文发表情况或其他成果）。</span>
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<p style="text-wrap: wrap; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">
<span leaf="" style="box-sizing: border-box;"><br style="box-sizing: border-box;"/></span>
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<span style="font-size: 15px;box-sizing: border-box;">收到邮件的简历提交后，如果与本实验室可能match，会在2周之内回复，并会follow up之后的面试。</span>
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<span leaf="" style="box-sizing: border-box;"><br style="box-sizing: border-box;"/></span>
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<span style="font-size: 15px;box-sizing: border-box;">期待你的加入！在西湖大学，我们共同解决重要的问题，and have fun!</span>
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<p style="margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">
<span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box;overflow-wrap: break-word !important;font-size: 13px;"><span leaf="" style="-webkit-tap-highlight-color: transparent; margin: 0px; padding: 0px; outline: 0px; max-width: 100%; box-sizing: border-box; overflow-wrap: break-word !important;">来源</span><span style="-webkit-tap-highlight-color: transparent; margin: 0px; padding: 0px; outline: 0px; max-width: 100%; box-sizing: border-box; overflow-wrap: break-word !important;"><span leaf="" style="-webkit-tap-highlight-color: transparent; margin: 0px; padding: 0px; outline: 0px; max-width: 100%; box-sizing: border-box; overflow-wrap: break-word !important;">｜吴泰霖实验室</span></span></span><span style="-webkit-tap-highlight-color: transparent; margin: 0px; padding: 0px; outline: 0px; max-width: 100%; letter-spacing: 0.034em; box-sizing: border-box; overflow-wrap: break-word !important;"></span>
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<img class="raw-image" style="vertical-align: middle; max-width: 100%; width: 100%; box-sizing: border-box;" data-ratio="0.198" data-w="500" _width="100%" data-s="300,640" crossorigin="anonymous" src="http://prebyrapi.yunjijiaoyu.club/static/1745401240559.png"/>
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<strong style="box-sizing: border-box;">官方链接：</strong>
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<p style="word-break: break-all; margin-top: 0px; margin-bottom: 0px; padding: 0px; box-sizing: border-box;">
<a href="http://www.apm.cas.cn/zs/202405/W020240508483464826303.docx" target="_blank" style="box-sizing: border-box;"></a>https://mp.weixin.qq.com/s/SLQCiaiiMurWKkETaTRJyw<a href="http://www.apm.cas.cn/zs/202405/W020240508483465003930.xlsx" target="_blank" style="box-sizing: border-box;"></a>
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