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Group-Publications

This page summarizes recent publications from Computational Bio-Modeling Lab led by Prof. Yongjie Jessica Zhang in Carnegie Mellon University.

  1. K. Qian, A. Liao, S. Gu, V. Webster-Wood, Y. J. Zhang. Biomimetic IGA neuron growth modeling with neurite morphometric features and CNN-based prediction. Computer Methods in Applied Mechanics and Engineering, 2023.

  2. H. Tong, K. Qian, E. Halilaj, Y. J. Zhang. SRL-Assisted AFM: Generating Planar Unstructured Quadrilateral Meshes with Supervised and Reinforcement Learning-Assisted Advancing Front Method. Journal of Computational Science, 72:102109, 2023.

  3. K. Qian, A. Pawar, A. Liao, C. Anitesco, V. Webster-Wood, A. W. Feinberg, T. Rabczuk, Y. J. Zhang. Modeling Neuron Growth Using Isogeometric Collocation Based Phase Field Method. Scientific Reports, 12:8120, 2022.

  4. Y. Yu, K. Qian, H. Yang, L. Yao, Y. J. Zhang. Hybrid IGA-FEA of Fiber Reinforced Thermoplastic Composites for Forward Design of AI-Enabled 4D Printing. Journal of Materials Processing Technology Special Issue on Artificial Intelligence in Advanced Manufacturing Processes, 302:117497, 2022.

  5. X. Wei, X. Li, K. Qian, T. J.R. Hughes, Y. J. Zhang, H. Casquero. Analysis-suitable Unstructured T-splines: Multiple Extraordinary Points Per Face. Computer Methods in Applied Mechanics and Engineering, 391:114494, 2022.

  6. A. Li, R. Chen, A. B. Farimani, Y. J. Zhang. Reaction Diffusion System Prediction Based on Convolutional Neural Network. Scientific Reports, 10:3894, 2020. paper

  7. A. Li, X. Chai, G. Yang, Y. J. Zhang. An Isogeometric Analysis Computational Platform for Material Transport Simulations in Complex Neurite Networks. Molecular & Cellular Biomechanics, 16(2):123-140, 2019. paper

  8. Y. Yu, X. Wei, A. Li, J. G. Liu, J. He, Y. J. Zhang. HexGen and Hex2Spline: Polycube-Based Hexahedral Mesh Generation and Unstructured Spline Construction for Isogeometric Analysis Framework in LS-DYNA. Springer INdAM Serie: Proceedings of INdAM Workshop "Geometric Challenges in Isogeometric Analysis." Rome, Italy. Jan 27-31, 2020. paper

  9. Y. Yu, H. Liu, K. Qian, H. Yang, M. McGehee, J. Gu, D. Luo, L. Yao, Y. J. Zhang. Material Characterization and Precise Finite Element Analysis of Fiber Reinforced Thermoplastic Composites for 4D Printing. Computer-Aided Design, 122:102817, 2020. paper

  10. Y. Yu, Y. J. Zhang, K. Takizawa, T. E. Tezduyar, T. Sasaki. Anatomically Realistic Lumen Motion Representation in Patient-Specific Space-Time Isogeometric Flow Analysis of Coronary Arteries with Time-Dependent Medical-Image Data. Computational Mechanics, 5:395-404, 2020. paper