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