Bo Zhu
Associate Professor
Develops physics simulation algorithms for fluids and scientific machine learning for computational design.
Bo Zhu's lab at Georgia Tech works on physics-based simulation & animation, geometry processing & modeling and physics, climate & scientific computing. 48 papers since 2023, 34 at top venues, mostly TOG and NeurIPS. 6 PhD students and 2 master's students. 49 alumni, most often to Meta and Microsoft. Applications close .
At a glance
- papers, 2023–2026
- 13/ year
- at T1 venues
- 71%
- PhD students
- 6
- MS students
- 2
- alumni listed
- 49
Papers by yearfrom the lab homepage, 2023–2026
- 12 papers2026 · T1 9 · collecting
- 13 papers2025 · T1 10
- 15 papers2024 · T1 9
- 8 papers2023 · T1 6
T1 venuesOtherVenues: TOG, NeurIPS, SIGGRAPH Asia, CVPR, ICLR
Research focuspaper titles that use each topic's words
- Physics-based simulation & animation11 papers
- Geometry processing & modeling1 paper
- Physics, climate & scientific computing0 papers
- physics simulation0 papers
- fluids0 papers
Paper list
From the lab homepage.
202612 papers
- TOG (T1)A Few-Step Generative Model on Cumulative Flow Maps
- IJNMEA Level Set Method on Particle Flow Maps
- NeurIPS (T1)Audible World Models: Spatially Aware Sound Generation for 3D Worlds
- AI Thermal FluidsFluidNexus: Monocular 3D fluid reconstruction and prediction and its application in two-phase fluid
- CVPR (T1)Functional Mean Flow in Hilbert Space
- TOG (T1)Generative Modeling with Orbit-Space Particle Flow Matching
- TOG (T1)Hamiltonian Two-Way Coupling of Nonlinear Waves and 3D Flows
- ICML (T1)Hermite-NGP: Gradient-Augmented Hash Encoding for Learning PDEs
- NeurIPS (T1)Neural Harmonic Measure Operator
- —Penetration-free Solid-Fluid Interaction on Shells and Rods
- ICML (T1)Trajectory Consistency for One-Step Generation on Euler Mean Flows
- SIGGRAPH Asia (T1)Unified Long-Short Flow Maps for Fast Generation
202513 papers
- Journal of Computational BiologyA Graph-Based Machine-Learning Approach Combined with Optical Measurements to Understand Beating Dynamics of Cardiomyocytes
- TOG (T1)A Neural Particle Level Set Method for Dynamic Interface Tracking
- SIGGRAPH Asia (T1)An Adjoint Method for Differentiable Fluid Simulation on Flow Maps
- JCPAn Interface Tracking Method with Triangle Edge Cuts
- TOG (T1)Cirrus: Adaptive Hybrid Particle-Grid Flow Maps on GPU
- TOG (T1)Clebsch Gauge Fluid on Particle Flow Maps
- CHI (T1)CompAct: Designing Interconnected Compliant Mechanisms with Active Material Integration
- TOG (T1)EDGE: Epsilon-Difference Gradient Evolution for Buffer-Free Flow Maps
- TOG (T1)Fluid Simulation on Compressible Flow Maps
- TOG (T1)Fluid Simulation on Vortex Particle Flow Maps
- CVPR (T1)FluidNexus: 3D Fluid Reconstruction and Prediction from a Single Video
- GIInteractive Multilayer Gaussian Garments for Low-Cost Try-On
202415 papers
- —[paper] [project page]
- —A Moving Least-Squares/Level-Set Particle Method for Bubble and Foam Simulation
- IJNMEA Two-Way Coupling Approach for Simulating Bouncing Droplets
- TOG (T1)A Vortex Particle-on-Mesh Method for Soap Film Simulation
- TOG (T1)An Eulerian Vortex Method on Flow Maps
- TOG (T1)An Impulse Ghost Fluid Method for Simulating Two-Phase Flows
- TOG (T1)Computational Biomimetics of Winged Seeds
- TOG (T1)Eulerian-Lagrangian Fluid Simulation on Particle Flow Maps
- Scientific ReportsGenerative Adversarial Network Model to Classify Human Induced Pluripotent Stem Cell-Cardiomyocytes based on Maturation Level
- SIGGRAPH (T1)Lagrangian Covector Fluid with Free Surface
- TOG (T1)Multi-level Partition of Unity on Differentiable Moving Particles
- Thin-Walled StructuresNonlinear Topology Optimization on Thin Shells using a Reduced-order Elastic Shell Mode
20238 papers
- IJNMECellular Topology Optimization on Differentiable Voronoi Diagrams
- TOG (T1)Fluid Simulation on Neural Flow Maps
- ICLR (T1)FluidLab: A Differentiable Environment for Benchmarking Complex Fluid Manipulation
- TOG (T1)GARM-LS: A Gradient-Augmented Reference-Map Method for Level-Set Fluid Simulation
- NeurIPS (T1)Inferring Hybrid Fluid Fields from Videos
- ICLR (T1)Learning Vortex Dynamics For Fluid Inference and Prediction
- Computers & FluidsNeural Vortex Method: from Finite Lagrangian Particles to Infinite Dimensional Eulerian Dynamics
- SIGGRAPH Asia (T1)Second-Order Finite Elements for Deformable Surfaces
Where alumni went49 listed, 32% to industry
Industry 10Academia 21
Most often to
- Meta
- Microsoft
- Alibaba
Also to
- Dartmouth Graduate School
- Stanford University
- Carnegie Mellon University
Apply to Georgia TechFall 2027
Georgia Tech Computer Science PhD
- Round
- Single round
- Opens
- —
- GRE
- optional
- English
- TOEFL/IELTS
- Fee
- See program page
Not yet confirmed for this intake.
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