Yiming Che (车一鸣)

Yiming Che, Ph.D., is a postdoctoral research fellow in Wu Lab at ASU, advised by Dr. Teresa Wu. My resume can be found Here. Previously, I received my Ph.D. in Systems Science from Binghamton University, advised by Dr. Changqing Cheng.

Research: I'm currently interested in generative model, e.g., medical imaging with diffusion model, Bayesian deep learning, Gaussian process and active learning. I'm switching my research direction to bioinformatics with deep learning.

Current Work:

Weakly-supervised brain tumor segmentation
Interpretable classification with generative models
Multi-modality fusion for traumatic brain injury diagnosis

News

Mar 21, 2024	Yiming Che received the 2023 Distinguished Dissertation Award, Binghamton University.
May 5, 2023	Yiming Che received the Excellence in Systems Science Research Award, Binghamton University.
Feb 22, 2021	Yiming Che received the Binghamton University Graduate Student Excellence Award in Research, Binghamton University.

Selected publications [full list]

Physica A

Physical-statistical learning in resilience assessment for power generation systems

Yiming Che, Ziang John Zhang, and Changqing Cheng

Physica A: Statistical Mechanics and its Applications 2023

Bib HTML

@article{che2023physical,
  bibtex_show = {true},
  abbr = {Physica A},
  title = {Physical-statistical learning in resilience assessment for power generation systems},
  author = {Che, Yiming and Zhang, Ziang John and Cheng, Changqing},
  journal = {Physica A: Statistical Mechanics and its Applications},
  pages = {128584},
  year = {2023},
  doi = {10.1103/PhysRev.47.777},
  html = {https://doi.org/10.1016/j.physa.2023.128584},
  publisher = {Elsevier},
  selected = {true}
}

J. Comput. Phys.

Generalized polynomial chaos-informed efficient stochastic Kriging

Yiming Che, Ziqi Guo, and Changqing Cheng

Journal of Computational Physics 2021

Bib HTML

@article{che2021generalized,
  bibtex_show = {true},
  abbr = {J. Comput. Phys.},
  title = {Generalized polynomial chaos-informed efficient stochastic Kriging},
  author = {Che, Yiming and Guo, Ziqi and Cheng, Changqing},
  journal = {Journal of Computational Physics},
  volume = {445},
  pages = {110598},
  year = {2021},
  publisher = {Elsevier},
  html = {https://doi.org/10.1016/j.jcp.2021.110598},
  selected = {true}
}

Physica D

Fast basin stability estimation for dynamic systems under large perturbations with sequential support vector machine

Yiming Che, Changqing Cheng, Zhao Liu, and Ziang John Zhang

Physica D: Nonlinear Phenomena 2020

Bib HTML

@article{che2020fast,
  bibtex_show = {true},
  abbr = {Physica D},
  title = {Fast basin stability estimation for dynamic systems under large perturbations with sequential support vector machine},
  author = {Che, Yiming and Cheng, Changqing and Liu, Zhao and Zhang, Ziang John},
  journal = {Physica D: Nonlinear Phenomena},
  volume = {405},
  pages = {132381},
  year = {2020},
  html = {https://doi.org/10.1016/j.physd.2020.132381},
  publisher = {Elsevier},
  selected = {true}
}

Chaos

Multi-fidelity modeling in sequential design for stability identification in dynamic time-delay systems

Yiming Che, Jiachen Liu, and Changqing Cheng

Chaos: An Interdisciplinary Journal of Nonlinear Science 2019

Bib HTML

@article{che2019multi,
  bibtex_show = {true},
  abbr = {Chaos},
  title = {Multi-fidelity modeling in sequential design for stability identification in dynamic time-delay systems},
  author = {Che, Yiming and Liu, Jiachen and Cheng, Changqing},
  journal = {Chaos: An Interdisciplinary Journal of Nonlinear Science},
  volume = {29},
  number = {9},
  pages = {093105},
  year = {2019},
  html = {https://doi.org/10.1063/1.5097934},
  publisher = {AIP Publishing LLC},
  selected = {true}
}

Chaos Solit. Frac.

Uncertainty quantification in stability analysis of chaotic systems with discrete delays

Yiming Che, and Changqing Cheng

Chaos, Solitons & Fractals 2018

Bib HTML

@article{che2018uncertainty,
  bibtex_show = {true},
  abbr = {Chaos Solit. Frac.},
  title = {Uncertainty quantification in stability analysis of chaotic systems with discrete delays},
  author = {Che, Yiming and Cheng, Changqing},
  journal = {Chaos, Solitons \& Fractals},
  volume = {116},
  pages = {208--214},
  year = {2018},
  publisher = {Elsevier},
  html = {https://doi.org/10.1016/j.chaos.2018.08.024},
  selected = {true}
}