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Jinghai He

University of California, Berkeley - Department of Industrial Engineering and Operations Research

4141 Etcheverry Hall

Berkeley, CA 94720-1777

United States

  • University of California, Berkeley - Department of Industrial Engineering and Operations Research

SCHOLARLY PAPERS

5

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1,236

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Scholarly Papers (5)

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1.

Learning to Simulate from Heavy-tailed Distribution via Diffusion Model

Number of pages: 62 Posted: 23 Oct 2024
Haoyu Liu, Tingyu Zhu, Nanshan Jia, Jinghai He and Zeyu Zheng
University of California, Berkeley, University of California, Berkeley, University of California Berkeley, University of California, Berkeley - Department of Industrial Engineering and Operations Research and University of California, Berkeley
Downloads 575 (125,561)

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Diffusion models, heavy-tailed distribution, learning to simulate

2.

Enhancing Language Model with Both Human and Artificial Intelligence Feedback Data

Number of pages: 15 Posted: 30 Apr 2024
Haoting Zhang, Jinghai He, Jingxu Xu, Jingshen Wang and Zeyu Zheng
University of California, Berkeley - Department of Industrial Engineering and Operations Research, University of California, Berkeley - Department of Industrial Engineering and Operations Research, University of California, Berkeley, Department of Industrial Engineering and Operations Research, University of California, Berkeley and University of California, Berkeley
Downloads 249 (307,444)

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3.

Neural Network-Assisted Simulation Optimization with Covariates

Number of pages: 15 Posted: 19 Apr 2021 Last Revised: 04 May 2021
Haoting Zhang, Jinghai He, Donglin Zhan and Zeyu Zheng
University of California, Berkeley - Department of Industrial Engineering and Operations Research, University of California, Berkeley - Department of Industrial Engineering and Operations Research, Columbia University and University of California, Berkeley
Downloads 216 (353,017)

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4.

Machine Learning-Assisted Stochastic Kriging Metamodel for Offline Simulation Online Application

Number of pages: 68 Posted: 08 Sep 2025
Haoting Zhang, Jinghai He, Rhonda Righter, Zuo-Jun Max Shen and Zeyu Zheng
University of California, Berkeley - Department of Industrial Engineering and Operations Research, University of California, Berkeley - Department of Industrial Engineering and Operations Research, University of California, Berkeley, University of California, Berkeley and University of California, Berkeley
Downloads 129 (649,907)

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simulation metamodel, stochastic kriging, offline-simulation-online-application, machine learning

5.

Online Document for WSC 2021 con132

Number of pages: 6 Posted: 23 Jul 2021
Haoting Zhang, Jinghai He, Donglin Zhan and Zeyu Zheng
University of California, Berkeley - Department of Industrial Engineering and Operations Research, University of California, Berkeley - Department of Industrial Engineering and Operations Research, Columbia University and University of California, Berkeley
Downloads 67 (907,769)

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