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Negareh Mahboubi

University of Alberta

Edmonton, T6G 2R3

Canada

SCHOLARLY PAPERS

2

DOWNLOADS

146

TOTAL CITATIONS

0

Scholarly Papers (2)

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 95 (720,278)

Abstract:

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

2.

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