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梁湧

管理科學與工程系    副教授

電話:(86)(10)62794867

辦公室:李華樓B424

郵箱:liangyong@sem.tsinghua.edu.cn

開放時間:周四10:00

教育經曆

  • 2005 本科,BETVLCTOR伟德官方网站工程物理系

  • 2008 碩士,普渡大學核工程系

  • 2013 博士,加州大學伯克利分校工業工程與運籌學系

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工作經曆

2013-2014 Google Inc. Quantitative Analyst

2014-2018 BETVLCTOR伟德官方网站 助理教授
2018-至今 BETVLCTOR伟德官方网站 副教授



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講授課程

BETVLCTOR伟德官方网站:

1. 本科課程:《生産與運營管理》
2. 博士課程:《高級運籌學》、《動态規劃》
3. MBA: 《數據、模型與決策》,《運營管理》

加州大學伯克利分校:
1. 本科課程:Service Operations Design and Analysis


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研究領域

  1. Data-Driven Decision Analytics

  2. Supply Chain Management: Disruption Management and Integrated Design in Supply Chain

  3. Mechanism/Contract Design

  4. Fusion of Learning Algorithms and Operations Research

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學術成果

11. Efficient Resource Allocation Contracts to Reduce Adverse Events (with Peng Sun, Runyu Tang, Chong Zhang), Operations Research, accepted 2022. 

10. Offline-Channel Planning in Omnichannel Retailing (with Jian Chen, Hao Shen, Max Shen, and Mengying Xue), Manufacturing & Service Operations Management, accepted, 2021, (winner prize, originally titled "An Analytics Approach to Integrated Location, Inventory and Assorment Planning in Omni-Channel Retail", POMS-JD.com data-driven paper competition, 2019 POMS annual Conference, 2019)

9. Data Center Network Design for Internet-Related Services and Cloud Computing (with Mengshi Lu, Max Shen, and Runyu Tang), 2020, Production and Operations Management, accepted.

8. Reliable Hub Location Air Transportation Network Design under Random Disruptions (with Hao Shen and Max Shen), 2019, Manufacturing & Service Operations Management, accepted.

7. Demand Side Energy Management under Time-Varying Pricing (with Tianhu Deng and Max Shen), IISE Transactions 51.4 (2019): 422-436.

6. Reliable Flexibility Design of Supply Chains via Extended Graph Expanders (with Hao Shen, Chung-Piaw Teo and Max Shen), Production and Operations Management 28.3 (2019): 700-720.

5. A Dynamic Programming Approach to Power Consumption Minimization in Gubbarrel Natural Gas Networks with Non-identical Compressor Unites (with T. Deng, S. Zhang, J. Ren, and S. Zheng), INFORMS Journal on Computing 31.3 (2019): 593-611.

4. Joint Planning of Energy Storage and Transmission for Wind Energy Generation (with W. Qi, and Z-J M. Shen). Operations Research 63.6 (2015): 1280-1293.

3. A harmony search-based memetic optimization model for integrated production and transportation scheduling in MTO manufacturing (with Z. Guo, L. Shi, and L. Chen). Omega 66 (2017): 327-343.

2. Stochastic Control for Smart Grid Users with Flexible Demand (with L. He, Z-J M. Shen, and X. Cao). IEEE Trans. on Smart Grid, 4(4), 2013.

1. Thermostats for SmartGrid: Models, Benchmarks and Insights (with Z-J M. Shen, and D. Levine). the Energy Journal, 33(4), 2012


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業界經曆

畢業生(博士)及首份任職:

  1. 沈浩(人民大學,co-advised with Zuo-Jun Max Shen)

  2. 張沖(Tilburg University,co-advised with Jian Chen)

  3. 唐潤宇(西安交通大學)

  4. 吳蘊之(北京市經信局)


在讀(博士):

  1. 李澤超(co-advised with Jian Chen)

  2. 王詩媛

  3. 劉敏

  4. 喻靜(co-advised with Yongbo Xiao)


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