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Junyao Xie

University of Alberta

Edmonton, T6G 2R3

Canada

SCHOLARLY PAPERS

6

DOWNLOADS

342

TOTAL CITATIONS

0

Scholarly Papers (6)

1.

Transfer Learning in Bayesian Optimization: An Accelerated Search Strategy

Number of pages: 27 Posted: 29 Jun 2024
Negareh Mahboubi, Junyao Xie and Biao Huang
University of Alberta, University of Alberta and University of Alberta
Downloads 94 (720,278)

Abstract:

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Bayesian optimization, Transfer learning, Gaussian process, Similarity factor, Mixture of Gaussains

2.

Robust Mpc Design for Multi-Model Infinite-Dimensional Distributed Parameter Systems

Number of pages: 12 Posted: 10 May 2024
University of Alberta, University of Alberta, University of Alberta and University of Alberta
Downloads 64 (924,743)

Abstract:

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Distributed parameter systems, infinite-dimensional systems, partial differential equations, robust model predictive control, multi-model uncertainty

3.

Robust and Constrained Tracking of Psv Interface Using Convolutional Neural Networks and Optimistic Moving Horizon Estimation

Number of pages: 11 Posted: 08 Jul 2024
University of Alberta, University of Alberta, University of Alberta and University of Alberta
Downloads 53 (1,031,043)

Abstract:

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Image Processing, Primary Separation Vessels, Moving Horizon Estimation, Interface Level Estimation, Robust and Constrained Estimation, Convolutional Neural Networks

4.

Physics-Guided Transfer Learning for Bayesian Optimization of Chemical Port-Hamiltonian Systems

Number of pages: 32 Posted: 27 Mar 2025
Negareh Mahboubi, Junyao Xie and Biao Huang
University of Alberta, University of Alberta and University of Alberta
Downloads 51 (1,052,702)

Abstract:

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Bayesian optimization, Transfer learning, Gaussian process, Port-Hamiltonian systems, Physics-enhanced machine learning

5.

Real-Time Freeze Point Prediction Using Multi-Rate Measurements in the Blending Process

Number of pages: 12 Posted: 22 May 2025
University of Alberta, University of Alberta, University of Alberta, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Alberta
Downloads 48 (1,086,013)

Abstract:

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Freeze point, Soft sensor, Multi-rate measurements, Expectation-Maximization, Particle filtering

6.

Moving Horizon Estimation for Pipeline Leak Detection, Localization, and Constrained Size Estimation

Number of pages: 29 Posted: 18 Feb 2024
Junyao Xie, Biao Huang and Stevan Dubljevic
University of Alberta, University of Alberta and University of Alberta
Downloads 32 (1,290,922)

Abstract:

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Distributed Parameter Systems, Hyperbolic Partial Differential Equations, Moving Horizon Estimation, Pipeline Leak Detection and Localization, Constrained Estimation