Publications

Selected publications and conference papers. View Google Scholar ↗

Mechano-diffusion of particles in hydrogels
Jie Ma , Tsz Hung Wong , Zhaohan Yu , Xinzhe Dai , Chuwei Ye , Jingjie Yeo , Shaoting Lin
Extreme Mechanics Letters (2026)
URL DOI
BibTeX 
@article{ma2026mechanodiffusion,
  title={Mechano-diffusion of particles in hydrogels},
  author={Ma, Jie and Wong, Tsz Hung and Yu, Zhaohan and Dai, Xinzhe and Ye, Chuwei and Yeo, Jingjie and Lin, Shaoting},
  year={2026}
}
Crystal structure prediction with host-guided inpainting generation and foundation potentials
Peichen Zhong , Xinzhe Dai , Bowen Deng , Gerbrand Ceder , Kristin A. Persson
Materials Horizons (2025)
URL DOI
BibTeX 
@article{zhong2025chggen,
  title={Crystal structure prediction with host-guided inpainting generation and foundation potentials},
  author={Zhong, Peichen and Dai, Xinzhe and Deng, Bowen and Ceder, Gerbrand and Persson, Kristin A.},
  year={2025}
}
Practical approaches for crystal structure predictions with inpainting generation and universal interatomic potentials
Peichen Zhong , Xinzhe Dai , Bowen Deng , Gerbrand Ceder , Kristin A. Persson
AI4X 2025 International Conference (2025)
URL
BibTeX 
@inproceedings{zhong2025practical,
  title={Practical approaches for crystal structure predictions with inpainting generation and universal interatomic potentials},
  author={Zhong, Peichen and Dai, Xinzhe and Deng, Bowen and Ceder, Gerbrand and Persson, Kristin A.},
  year={2025}
}
Inpainting crystal structure generations with score-based denoising
Xinzhe Dai , Peichen Zhong , Bowen Deng , Yifan Chen , Gerbrand Ceder
ICML 2024 AI for Science Workshop (2024)
PDF
BibTeX 
@inproceedings{dai2024inpainting,
  title={Inpainting crystal structure generations with score-based denoising},
  author={Dai, Xinzhe and Zhong, Peichen and Deng, Bowen and Chen, Yifan and Ceder, Gerbrand},
  year={2024}
}
Low-dose imaging denoising with one pair of noisy images
Dongyu Yang , Wenjin Lv , Junhao Zhang , Hao Chen , Xinkai Sun , Shenzhen Lv , Xinzhe Dai , Ruichun Luo , Wu Zhou , Jisi Qiu , Yishi Shi
Optics Express (2023)
URL DOI
BibTeX 
@article{yang2023lowdose,
  title={Low-dose imaging denoising with one pair of noisy images},
  author={Yang, Dongyu and Lv, Wenjin and Zhang, Junhao and Chen, Hao and Sun, Xinkai and Lv, Shenzhen and Dai, Xinzhe and Luo, Ruichun and Zhou, Wu and Qiu, Jisi and Shi, Yishi},
  year={2023}
}