Jiangce Chen

@article{chen2022graph,
  doi = {10.1016/j.cad.2021.103125},
  url = {https://doi.org/10.1016/j.cad.2021.103125},
  title = {Graph-Based Shape Analysis for Heterogeneous Geometric Datasets: Similarity, Retrieval and Substructure Matching},
  author = {Chen, Jiangce and Ilie{\c{s}}, Horea T and Ding, Caiwen},
  journal = {Computer-Aided Design},
  volume = {143},
  pages = {103125},
  year = {2022},
  publisher = {Elsevier},
  mdbd = {true}
}

@article{chen2020maximal,
  doi = {10.1016/j.cad.2020.102850},
  url = {https://doi.org/10.1016/j.cad.2020.102850},
  title = {Maximal Disjoint Ball Decompositions for shape modeling and analysis},
  author = {Chen, Jiangce and Ilie{\c{s}}, Horea T},
  journal = {Computer-Aided Design},
  volume = {126},
  pages = {102850},
  year = {2020},
  publisher = {Elsevier},
  mdbd = {true}
}

@inproceedings{chen2022automatic,
  doi = {https://doi.org/10.1115/DETC2022-89054},
  url = {https://doi.org/10.1115/DETC2022-89054},
  title = {Automatic Shape Modification for Self-Supporting Structures in Additive Manufacturing},
  author = {Chen, Jiangce and Patterson, Matt and Mirzendehdel, Amir M and Behandish, Morad},
  booktitle = {International Design Engineering Technical Conferences and Computers and Information in Engineering Conference},
  volume = {86229},
  pages = {V03AT03A027},
  year = {2022},
  organization = {American Society of Mechanical Engineers},
}

@article{chen2024accelerating,
  doi = {10.1115/1.4062852},
  url = {https://doi.org/10.1115/1.4062852},
  title = {Accelerating Thermal Simulations in Additive Manufacturing by Traing Physics-Informed Neural Networks with Randomly-Synthesized Data},
  author = {Chen, Jiangce and Pierce, Justin and Williams, Glen and Simpson, Timothy W and Meisel, Nicholas and Prabha Narra, Sneha and McComb, Christopher},
  journal = {Journal of Computing and Information Science in Engineering},
  pages = {1--14},
  year = {2024},
  thermal_simu = {true},
}

@article{chen2024data,
  title = {Data-driven inpainting for full-part temperature monitoring in additive manufacturing},
  author = {Chen, Jiangce and Khrenov, Mikhail and Jin, Jiayi and Narra, Sneha Prabha and McComb, Christopher},
  journal = {Journal of Manufacturing Systems},
  volume = {77},
  pages = {558--575},
  year = {2024},
  publisher = {Elsevier},
  thermal_simu = {true},
}

@article{chen2024capturing,
  title = {Capturing Local Temperature Evolution During Additive Manufacturing Through Fourier Neural Operators},
  author = {Chen, Jiangce and Xu, Wenzhuo and Baldwin, Martha and Nijhuis, Bj{\"o}rn and den Boogaard, Ton van and Grande Guti{\'e}rrez, Noelia and Prabha Narra, Sneha and McComb, Christopher},
  journal = {Journal of Manufacturing Science and Engineering},
  volume = {146},
  number = {9},
  year = {2024},
  publisher = {American Society of Mechanical Engineers Digital Collection},
  thermal_simu = {true},
}

@article{behzadi2024taming,
  title = {Taming Connectedness in Machine-Learning-Based Topology Optimization with Connectivity Graphs},
  author = {Behzadi, Mohammad Mahdi and Chen, Jiangce and Ilies, Horea T},
  journal = {Computer-Aided Design},
  volume = {168},
  pages = {103634},
  year = {2024},
  publisher = {Elsevier},
}

@article{chen2024datb,
  title = {Data Scoping: Effectively Learning the Evolution of Generic Transport PDEs},
  author = {Chen, Jiangce and Xu, Wenzhuo and Xu, Zeda and Guti{\'e}rrez, Noelia Grande and Narra, Sneha Prabha and McComb, Christopher},
  journal = {arXiv preprint arXiv:2405.01319},
  year = {2024},
}