projects

A growing collection of your cool projects.

research

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Awesome Neural Physics

A curated list of papers that utilize **AI techniques for physics simulation** in the fields of computer graphics and AI.
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A Novel CNN-Based Poisson Solver for Fluid Simulation

A CNN-based Poisson solver to accelerate fluid simulation
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Codimensional Surface Tension Flow Using Moving-Least-Squares Particles

A novel Eulerian-Lagrangian approach to simulate various codimensional surface tension phenomena characterized by volume, thin sheets, thin filaments, and points using Moving-Least-Squares (MLS) particles
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A CNN-based Flow Correction Method for Fast Preview

A CNN-based method to correct the overall shape of a low-resolution simulation to closely follow the shape of the high-resolution version
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A Moving Least-Squares/Level-Set Particle Method for Bubble and Foam Simulation

A novel particle-grid scheme for simulating intricate bubble and foam flow, with MLS particles serving as interfacial trackers and surfacial discretization, enables solving both volumetric air-liquid flow and surface surfactant flow simultaneously
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A Two-Way Coupling Approach for Simulating Bouncing Droplets

A two-way coupling cut-cell approach to simulate bouncing droplet phenomena by incorporating the lubricated thin aerodynamic gap between fluid volumes

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