| Publications |
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See my research gallary, personal Vimeo channel, and lab Youtube for a visual summary of my research works. See my Google Scholar for an up-to-date publication list. |
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Yuchen Sun, Linglai Chen, Weiyuan Zeng, Tao Du, Shiying Xiong, and Bo Zhu. An Impulse Ghost Fluid Method for Simulating Two-Phase Flows. ACM Transactions on Graphics (SIGGRAPH Asia 2024). [paper][video][project page]
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Zhiqi Li, Duowen Chen, Candong Lin, Jinyuan Liu, and Bo Zhu. Particle-Laden Fluid on Flow Maps. ACM Transactions on Graphics (SIGGRAPH Asia 2024). [paper][video][project page]
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Sinan Wang, Yitong Deng, Molin Deng, Hong-Xing Yu, Junwei Zhou, Duowen Chen, Taku Komura, Jiajun Wu, and Bo Zhu. An Eulerian Vortex Method on Flow Maps. ACM Transactions on Graphics (SIGGRAPH Asia 2024). [paper][video][project page]
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Duowen Chen, Zhiqi Li, Junwei Zhou, Fan Feng, Tao Du, Bo Zhu. Solid-Fluid Interaction on Particle Flow Maps. ACM Transactions on Graphics (SIGGRAPH Asia 2024). [paper][video][project page]
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Jinjin He, Taiyuan Zhang, Hiroki Kobayashi, Atsushi Kawamoto, Yuqing Zhou, Tsuyoshi Nomura, and Bo Zhu. Multi-level Partition of Unity on Differentiable Moving Particles. ACM Transactions on Graphics (SIGGRAPH Asia 2024). [paper][video][project page]
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Qiqin Le, Jiamu Bu, Yanke Qu, Bo Zhu, Tao Du. Computational Biomimetics of Winged Seeds. ACM Transactions on Graphics (SIGGRAPH Asia 2024). [paper coming soon] [project page]
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Hui Wang, Yuwei Xiao, Yankai Mao, Shiying Xiong, Xubo Yang, and Bo Zhu. A Two-Way Coupling Approach for Simulating Bouncing Droplets. International Journal for Numerical Methods in Engineering (IJNME), 2024 (to appear). [preprint][video][project page]
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Hui Wang, Zhi Wang, Shulin Hong, Xubo Yang, and Bo Zhu. A Moving Least-Squares/Level-Set Particle Method for Bubble and Foam Simulation. IEEE Transactions on Visualization and Computer Graphics (TVCG), 2024. [paper][video][project page]
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Junwei Zhou, Duowen Chen, Molin Deng, Yitong Deng, Yuchen Sun, Sinan Wang, Shiying Xiong, Bo Zhu. Eulerian-Lagrangian Fluid Simulation on Particle Flow Maps. ACM Transactions on Graphics (SIGGRAPH 2024). [paper][video][project page]
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Ningxiao Tao, Liangwang Ruan, Yitong Deng, Bo Zhu, Bin Wang, Baoquan Chen. A Vortex Particle-on-Mesh Method for Soap Film Simulation. ACM Transactions on Graphics (SIGGRAPH 2024). [video][pdf][project page]
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Zhiqi Li, Barnabás Börcsök, Duowen Chen, Yutong Sun, Bo Zhu, Greg Turk. Lagrangian Covector Fluid with Free Surface. ACM SIGGRAPH 2024 (Conference Track). [paper][video][project page]
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Fan Feng, Shiying Xiong, Hiroki Kobayashi, Yuqing Zhou, Masato Tanaka, Atsushi Kawamoto, Tsuyoshi Nomura, Bo Zhu. Nonlinear Topology Optimization on Thin Shells using a Reduced-order Elastic Shell Mode. Thin-Walled Structures, Volume 197, 2024. [paper]
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Yunjin Tong, Shiying Xiong, Xingzhe He, Shuqi Yang, Zhecheng Wang, Rui Tao, Runze Liu, and Bo Zhu. RoeNet: Predicting Discontinuity of Hyperbolic Systems from Continuous Data. International Journal for Numerical Methods in Engineering (IJNME), Volume 125, 2024. [paper]
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Hong-Xing Yu*, Yang Zheng*, (joint 1st authors) Yuan Gao, Yitong Deng, Bo Zhu, Jiajun Wu. Inferring Hybrid Fluid Fields from Videos. Neural Information Processing Systems (NeurIPS 2023). [paper][video][project page]
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Yitong Deng, Hong-Xing Yu, Diyang Zhang, Jiajun Wu, Bo Zhu. Fluid Simulation on Neural Flow Maps. ACM Transactions on Graphics (SIGGRAPH Asia 2023). (Best Paper Award) [paper][video][project page]
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Qiqin Le, Yitong Deng, Jiamu Bu, Bo Zhu, Tao Du. Second-Order Finite Elements for Deformable Surfaces. SIGGRAPH Asia 2023 (Conference track). [paper][video][project page]
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Xingqiao Li, Xingyu Ni, Bo Zhu, Bin Wang, Baoquan Chen. GARM-LS: A Gradient-Augmented Reference-Map Method for Level-Set Fluid Simulation. ACM Transactions on Graphics (SIGGRAPH Asia 2023). [video][paper]
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Yitong Deng, Hong-Xing Yu, Jiajun Wu, Bo Zhu.
Learning Vortex Dynamics For Fluid Inference and Prediction.
International Conference on Learning Representations (ICLR 2023). [paper][video][project page]
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Zhou Xian, Bo Zhu, Zhenjia Xu, Hsiao-Yu Tung, Antonio Torralba, Katerina Fragkiadaki, Chuang Gan.
FluidLab: A Differentiable Environment for Benchmarking Complex Fluid Manipulation.
International Conference on Learning Representations (ICLR 2023). [paper][project page]
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Shiying Xiong, Xingzhe He, Yunjin Tong, Yitong Deng, and Bo Zhu.
Neural Vortex Method: from Finite Lagrangian Particles to Infinite Dimensional Eulerian Dynamics.
Computers & Fluids, 2023. [paper]
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Fan Feng, Shiying Xiong, Ziyue Liu, Zangyueyang Xian, Yuqing Zhou, Hiroki Kobayashi, Atsushi Kawamoto, Tsuyoshi Nomura, Bo Zhu. Cellular Topology Optimization on Differentiable Voronoi Diagrams. International Journal for Numerical Methods in Engineering (IJNME), 2023. [paper][video][project page]
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Jinyuan Liu, Mengdi Wang, Fan Feng, Annie Tang, Qiqin Le, and Bo Zhu. Hydrophobic and Hydrophilic Solid-Fluid Interaction. ACM Transactions on Graphics (SIGGRAPH Asia 2022). [paper][video][project page]
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Yifei Li, Tao Du, Sangeetha Grama Srinivasan, Kui Wu, Bo Zhu, Eftychios Sifakis, and Wojciech Matusik. Fluidic Topology Optimization with an Anisotropic Mixture Model. ACM Transactions on Graphics (SIGGRAPH Asia 2022). [paper][video]
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Jingrui Xing, Liangwang Ruan, Bin Wang, Bo Zhu, Baoquan Chen. Position-Based Surface Tension Flow. ACM Transactions on Graphics (SIGGRAPH Asia 2022). [paper][video][project page]
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Eammon Littler, Bo Zhu, Wojciech Jarosz. Automated Filament Inking for Multi-color FFF 3D Printing. ACM Symposium on User Interface Software and Technology (UIST), 2022. [paper][project page]
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Shiying Xiong, Zhecheng Wang, Mengdi Wang, and Bo Zhu. A Clebsch Method for Free-Surface Vortical Flow Simulation. ACM Transactions on Graphics (SIGGRAPH 2022). [paper][video][project page]
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Yitong Deng, Mengdi Wang, Xiangxin Kong, Shiying Xiong, Zangyueyang Xian, Bo Zhu. A Moving Eulerian-Lagrangian Particle Method for Thin Film and Foam Simulation. ACM Transactions on Graphics (SIGGRAPH 2022). [paper][video][project page]
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Xuwen Chen, Xingyu Ni, Bo Zhu, Bin Wang, Baoquan Chen. Simulation and Optimization of Magnetoelastic Thin Shells. ACM Transactions on Graphics (SIGGRAPH 2022).
[paper][video]
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Jiyoon Park, Ziqian Wu, Paul R. Steiner, Bo Zhu, John X. J. Zhang. Heart-on-Chip for Combined Cellular Dynamics Measurements and Computational Modeling Towards Clinical Applications. Annals of Biomedical Engineering (ABME), 2022. (Cover Image) [paper]
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Fan Feng, Jinyuan Liu, Shiying Xiong, Shuqi Yang, Yaorui Zhang, Bo Zhu. Impulse Fluid Simulation. IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022. [paper][video][project page]
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Jinyuan Liu, Zangyueyang Xian, Yuqing Zhou, Tsuyoshi Nomura, Ercan M. Dede, Bo Zhu. A Marker-And-Cell Method for Large-scale Flow-based Topology Optimization on GPU. Structural and Multidisciplinary Optimization (SMO), 65-125 (2022). [paper][github]
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Yuchen Sun, Xingyu Ni, Bo Zhu, Bin Wang, Baoquan Chen. A Material Point Method for Nonlinearly Magnetized Materials. ACM Transactions on Graphics (SIGGRAPH Asia 2021). [paper][video]
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Mengdi Wang, Yitong Deng, Xiangxin Kong, Aditya H. Prasad, Shiying Xiong, Bo Zhu. Thin-Film Smoothed Particle Hydrodynamics Fluid. ACM Transactions on Graphics (SIGGRAPH 2021). [paper][video][project page]
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Liangwang Ruan*, Jinyuan Liu* (joint 1st authors), Bo Zhu, Shinjiro Sueda, Bin Wang, Baoquan Chen. Solid-Fluid Interaction with Surface-Tension-Dominant Contact. ACM Transactions on Graphics (SIGGRAPH 2021). [paper][video][project page]
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Shuqi Yang, Shiying Xiong, Yaorui Zhang, Fan Feng, Jinyuan Liu, Bo Zhu. Clebsch Gauge Fluid. ACM Transactions on Graphics (SIGGRAPH 2021). [paper][video][project page]
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Shiying Xiong, Rui Tao, Yaorui Zhang, Fan Feng, Bo Zhu. Incompressible Flow Simulation on Vortex Segment Clouds. ACM Transactions on Graphics (SIGGRAPH 2021). [paper][video][project page]
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Yunjin Tong*, Shiying Xiong* (joint 1st authors), Xingzhe He, Guanghan Pan, Bo Zhu. Symplectic Neural Networks in Taylor Series Form for Hamiltonian Systems. Journal of Computational Physics (JCP), 2021. [paper][github]
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Yue Li*, Xuan Li*, Minchen Li* (joint 1st authors), Yixin Zhu, Bo Zhu, Chenfanfu Jiang. A Hybrid Lagrangian-Eulerian Method for Topology Optimization. International Journal for Numerical Methods in Engineering (IJNME), 2021. [paper][video][88-line MatLab][github]
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Shiying Xiong, Yunjin Tong, Xingzhe He, Shuqi Yang, Cheng Yang, Bo Zhu.
Nonseparable Symplectic Neural Networks. International Conference on Learning Representations (ICLR 2021).[paper][video][project page]
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Yitong Deng, Yaorui Zhang, Xingzhe He, Shuqi Yang, Yunjin Tong, Michael Zhang, Daniel M. DiPietro, Bo Zhu.
Soft Multicopter Control using Neural Dynamics Identification. Conference on Robot Learning (CoRL 2020). [paper][video][presentation]
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Shuqi Yang, Xingzhe He, Bo Zhu.
Learning Physical Constraints with Neural Projections. Neural Information Processing Systems (NeurIPS 2020). [paper][video][project page][github]
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Daniel M. DiPietro, Shiying Xiong, Bo Zhu. Sparse Symplectically Integrated Neural Networks, Neural Information Processing Systems (NeurIPS 2020). [paper][github]
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Tao Du, Kui Wu, Andrew Spielberg, Wojciech Matusik, Bo Zhu, Eftychios Sifakis. Functional Optimization of Fluidic Devices with Differentiable Stokes Flow. ACM Transactions on Graphics (SIGGRAPH Asia 2020).[paper][video]
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Yuwei Xiao, Siyu Chen, Siqi Wang, Bo Zhu, Xubo Yang. An Adaptive Staggered-Tilted Grid for Incompressible Flow Simulation. ACM Transactions on Graphics (SIGGRAPH Asia 2020).[paper][video]
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Hui Wang, Yongxu Jin, Anqi Luo, Xubo Yang, Bo Zhu. Codimensional Surface Tension Flow using Moving-Least-Squares Particles. ACM Transactions on Graphics (SIGGRAPH 2020).[paper][video]
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Xingyu Ni, Bo Zhu, Bin Wang, Baoquan Chen. A Level-Set Method for Magnetic Substance Simulation. ACM Transactions on Graphics (SIGGRAPH 2020).[paper][video]
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Xingzhe He, Helen L. Cao, Bo Zhu. AdvectiveNet: An Eulerian-Lagrangian Fluidic Reservoir for Point Cloud Processing. International Conference on Learning Representations (ICLR), 2020. [paper][github]
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Samuel Lensgraf, Karim Itani, Yinan Zhang, Zezhou Sun, Yijia Wu, Alberto Quattrini Li, Bo Zhu, Emily Whiting, Weifu Wang, Devin Balkcom. PuzzleFlex: Kinematic Motion of Chains with Loose Joints. International Conference on Robotics and Automation (ICRA), 2020. [paper]
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