@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},}
JMS
Data-driven inpainting for full-part temperature monitoring in additive manufacturing
Jiangce Chen, Mikhail Khrenov, Jiayi Jin, Sneha Prabha Narra, and Christopher McComb
@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},}
JMSE
Capturing Local Temperature Evolution During Additive Manufacturing Through Fourier Neural Operators
Jiangce Chen, Wenzhuo Xu, Martha Baldwin, Björn Nijhuis, Ton van Boogaard, Noelia Grande Gutiérrez, Sneha Prabha Narra, and Christopher McComb
Journal of Manufacturing Science and Engineering, 2024
@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},}
CAD
Taming Connectedness in Machine-Learning-Based Topology Optimization with Connectivity Graphs
Mohammad Mahdi Behzadi, Jiangce Chen, and Horea T Ilies
@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},}
arXiv
Data Scoping: Effectively Learning the Evolution of Generic Transport PDEs
Jiangce Chen, Wenzhuo Xu, Zeda Xu, Noelia Grande Gutiérrez, Sneha Prabha Narra, and Christopher McComb
@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},}
2023
2022
CAD
Graph-Based Shape Analysis for Heterogeneous Geometric Datasets: Similarity, Retrieval and Substructure Matching
@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}}
IDETC
Automatic Shape Modification for Self-Supporting Structures in Additive Manufacturing
Jiangce Chen, Matt Patterson, Amir M Mirzendehdel, and Morad Behandish
In International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, 2022
@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},}
BMC
A centenary tale: population genetic insights into the introduction history of the oriental fire-bellied toad (Bombina orientalis) in Beijing
Shan Zhang, Meixi Lin, Jiawei Liu, Jiangce Chen, Dong Liu, Jindong Zhao, and Meng Yao
@article{zhang2022centenary,title={A centenary tale: population genetic insights into the introduction history of the oriental fire-bellied toad (Bombina orientalis) in Beijing},author={Zhang, Shan and Lin, Meixi and Liu, Jiawei and Chen, Jiangce and Liu, Dong and Zhao, Jindong and Yao, Meng},journal={BMC Ecology and Evolution},volume={22},number={1},pages={1--14},year={2022},publisher={BioMed Central},}
2020
CAD
Maximal Disjoint Ball Decompositions for shape modeling and analysis
@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}}
2016
JSTAT
Microcrack connectivity in rocks: a real-space renormalization group approach for 3D anisotropic bond percolation
Ya-Pu Zhao, Jiangce Chen, Quanzi Yuan, and Chemin Cheng
Journal of Statistical Mechanics: Theory and Experiment, 2016
@article{zhao2016microcrack,doi={10.1088/1742-5468/2016/01/013205},url={https://iopscience.iop.org/article/10.1088/1742-5468/2016/01/013205/meta},title={Microcrack connectivity in rocks: a real-space renormalization group approach for 3D anisotropic bond percolation},author={Zhao, Ya-Pu and Chen, Jiangce and Yuan, Quanzi and Cheng, Chemin},journal={Journal of Statistical Mechanics: Theory and Experiment},volume={2016},number={1},pages={013205},year={2016},publisher={IOP Publishing},}