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Particle Merging-and-Splitting.

Nghia Truong, Cem Yuksel, Chakrit Watcharopas

    IEEE Transactions on Visualization and Computer Graphics
    |June 30, 2021
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    Summary
    This summary is machine-generated.

    Particle merging-and-splitting robustly handles collisions in simulations, preventing interpenetrations without numerical issues. This method also enables coupling diverse simulation systems for complex interactions.

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    Area of Science:

    • Computational physics
    • Numerical simulation
    • Particle-based methods

    Background:

    • Handling particle collisions in large-scale simulations is computationally challenging.
    • Existing methods often struggle with interpenetration and numerical instabilities.
    • Robust collision detection and resolution are critical for accurate simulations.

    Purpose of the Study:

    • To introduce a novel particle merging-and-splitting scheme for robust collision handling.
    • To prevent interpenetrations and numerical instabilities in particle-based simulations.
    • To demonstrate the scheme's applicability in coupling disparate simulation systems.

    Main Methods:

    • A particle merging-and-splitting technique is proposed.
    • Colliding particles are merged at the time-step's beginning and split at its end.
    • The method allows neighboring particle interactions during collision resolution.

    Main Results:

    • The merging-and-splitting method effectively handles collisions, preventing penetrations.
    • The scheme ensures numerical stability in particle-based simulations.
    • Successful coupling of different simulation systems with incompatible integrators was achieved.

    Conclusions:

    • Particle merging-and-splitting offers a robust and stable solution for collision handling in particle-based simulations.
    • This approach facilitates the integration of diverse simulation frameworks.
    • The method shows promise for simulating complex phenomena like solid-fluid interactions and fracture generation.