Abstract
We propose an efficient and physics-inspired method for producing water spray effects by modeling air particles within a narrowband of the water surface in particle-based water simulation. In the real world, water and air continuously interact with each other around free surfaces, and this phenomenon is commonly observed in waterfalls or in rough sea waves. Due to the small volume of water spray, the interfaces between water and air become vague, and the interactions between water and air lead to strong vortex phenomena. To express these phenomena, we propose the generation of narrowband air cells in particle-based water simulations and the expression of water spray effects by creating and evolving air particles in narrowband air cells. We guarantee the robustness of the simulation by solving the drifting problem that occurs when the number of adjacent air particles is insufficient. Experiments convincingly demonstrate that the proposed approach is efficient and easy to use while delivering high-quality results. We produce efficient water spray effects from coarse simulation as an independent post-process that can be applied to most particle-based fluid solvers.
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References
Angelidis, A., Neyret, F.: Simulation of smoke based on vortex filament primitives. In: ACM SIGGRAPH/Eurographics Symposium on Computer Animation, pp. 87–96 (2005)
Angelidis, A., Neyret, F., Singh, K., Nowrouzezahrai, D.: A controllable, fast and stable basis for vortex based smoke simulation. In: ACM SIGGRAPH/Eurographics Symposium on Computer Animation, pp. 25–32 (2006)
Becker, M., Teschner, M.: Weakly compressible SPH for free surface flows. In: ACM SIGGRAPH/Eurographics Symposium on Computer Animation, pp. 209–217 (2007)
Cleary, P.W., Pyo, S.H., Prakash, M., Koo, B.K.: Bubbling and frothing liquids. In: ACM SIGGRAPH (2007)
Colagrossi, A., Landrini, M.: Numerical simulation of interfacial flows by smoothed particle hydrodynamics. J. Comput. Phys. 191(2), 448–475 (2003)
Dobashi, Y., Matsuda, Y., Yamamoto, T., Nishita, T.: A fast simulation method using overlapping grids for interactions between smoke and rigid objects. Comput. Graph. Forum 27(2), 477–486 (2008)
Fedkiw, R., Stam, J., Jensen, H.W.: Visual simulation of smoke. In: ACM SIGGRAPH, pp. 15–22 (2001)
He, S., Wong, H.C., Pang, W.M., Wong, U.H.: Real-time smokesimulation with improved turbulence by spatial adaptive vorticityconfinement. Comput. Anim. Virtual Worlds 22(2–3), 107–114 (2011)
He, X., Wang, H., Zhang, F., Wang, H., Wang, G., Zhou, K.: Robust simulation of sparsely sampled thin features in SPH-based free surface flows. ACM Trans. Graph. 34(1), 7 (2014)
Hong, J.M., Shinar, T., Fedkiw, R.: Wrinkled flames and cellular patterns. In: ACM SIGGRAPH (2007)
Ihmsen, M., Akinci, N., Akinci, G., Teschner, M.: Unified spray, foam and air bubbles for particle-based fluids. Vis. Comput. 28(6–8), 669–677 (2012)
Jang, T., Blanco i Ribera, R., Bae, J., Noh, J.: Simulating SPH fluid with multi-level vorticity. Int. J. Virtual Real. 10(1), 21 (2011)
Kim, D., Lee, S.W., young Song, O., Ko, H.S.: Baroclinic turbulence with varying density and temperature. IEEE Trans. Vis. Comput. Graph. 18(9), 1488–1495 (2012)
Kim, D., Song, O.Y., Ko, H.S.: Stretching and wiggling liquids. In: ACM SIGGRAPH Asia, pp. 120:1–120:7 (2009)
Kim, T., Thürey, N., James, D., Gross, M.: Wavelet turbulence for fluid simulation. In: ACM SIGGRAPH, pp. 50:1–50:6 (2008)
Klingner, B.M., Feldman, B.E., Chentanez, N., O’Brien, J.F.: Fluid animation with dynamic meshes. In: ACM SIGGRAPH, pp. 820–825 (2006)
Lee, H.Y., Hong, J.M., Kim, C.H.: Simulation of swirling bubbly water using bubble particles. Vis. Comput. 25(5–7), 707–712 (2009)
Losasso, F., Gibou, F., Fedkiw, R.: Simulating water and smoke with an octree data structure. In: ACM SIGGRAPH, pp. 457–462 (2004)
Macklin, M., Müller, M.: Position based fluids. ACM Trans. Graph. 32(4), 104:1–104:12 (2013)
Mercier, O., Beauchemin, C., Thuerey, N., Kim, T., Nowrouzezahrai, D.: Surface turbulence for particle-based liquid simulations. ACM Trans. Graph. 34(6), 10 (2015)
Mihalef, V., Unlusu, B., Metaxas, D., Sussman, M., Hussaini, M.Y.: Physics based boiling simulation. In: ACM SIGGRAPH/Eurographics Symposium on Computer Animation, SCA ’06, pp. 317–324 (2006)
Morris, J.P.: Simulating surface tension with smoothed particle hydrodynamics. Int. J. Numer. Methods Fluids 33(3), 333–353 (2000)
Müller, M., Solenthaler, B., Keiser, R., Gross, M.: Particle-based fluid-fluid interaction. In: ACM SIGGRAPH/Eurographics Symposium on Computer Animation, pp. 237–244 (2005)
NextLimit: RealFlow. http://www.realflow.com/ (2015)
Nielsen, M.B., Osterby, O.: A two-continua approach to Eulerian simulation of water spray. ACM Trans. Graph. 32(4), 67:1–67:10 (2013)
Ott, F., Schnetter, E.: A modified SPH approach for fluids with large density differences. arXiv preprint arXiv:physics/0303112 (2003)
Park, S.I., Kim, M.J.: Vortex fluid for gaseous phenomena. In: ACM SIGGRAPH/Eurographics Symposium on Computer Animation, pp. 261–270 (2005)
Pfaff, T., Thuerey, N., Cohen, J., Tariq, S., Gross, M.: Scalable fluid simulation using anisotropic turbulence particles. In: ACM SIGGRAPH Asia, pp. 174:1–174:8 (2010)
Pfaff, T., Thuerey, N., Gross, M.: Lagrangian vortex sheets for animating fluids. ACM Trans. Graph. 31(4), 112:1–112:8 (2012)
Pfaff, T., Thuerey, N., Selle, A., Gross, M.: Synthetic turbulence using artificial boundary layers. In: ACM SIGGRAPH Asia, pp. 121:1–121:10 (2009)
Prakash, M., Cleary, P.W., Pyo, S.H., Woolard, F.: A new approach to boiling simulation using a discrete particle based method. Comput. Graph. 53, 118–126 (2015)
Ren, B., Li, C., Yan, X., Lin, M.C., Bonet, J., Hu, S.M.: Multiple-fluid sph simulation using a mixture model. ACM Trans. Graph. 33(5), 171:1–171:11 (2014)
RFX: Naiad. http://rfx.com/products/14/ (2012)
Schechter, H., Bridson, R.: Evolving sub-grid turbulence for smoke animation. In: ACM SIGGRAPH/Eurographics Symposium on Computer Animation, pp. 1–7 (2008)
Schechter, H., Bridson, R.: Ghost SPH for animating water. ACM Trans. Graph. 31(4), 61 (2012)
Selle, A., Rasmussen, N., Fedkiw, R.: A vortex particle method for smoke, water and explosions. In: ACM SIGGRAPH, pp. 910–914 (2005)
SideFX: Houdini. https://www.sidefx.com/products/houdini-fx/ (2015)
Solenthaler, B., Pajarola, R.: Density contrast SPH interfaces. In: ACM SIGGRAPH/Eurographics Symposium on Computer Animation, pp. 211–218 (2008)
Stam, J.: Stable fluids. In: ACM SIGGRAPH, pp. 121–128 (1999)
Tartakovsky, A.M., Meakin, P.: A smoothed particle hydrodynamics model for miscible flow in three-dimensional fractures and the two-dimensional Rayleigh–Taylor instability. J. Comput. Phys. 207(2), 610–624 (2005)
Vines, M., Houston, B., Lang, J., Lee, W.S.: Vortical inviscid flows with two-way solid–fluid coupling. IEEE Trans. Vis. Comput. Graph. 20(2), 303–315 (2014)
Yan, X., Jiang, Y.T., Li, C.F., Martin, R.R., Hu, S.M.: Multiphase sph simulation for interactive fluids and solids. ACM Trans. Graph. 35(4), 79 (2016)
Yang, B., Jin, X.: Turbulence synthesis for shape-controllable smoke animation. Comput. Anim. Virtual Worlds 25(3–4), 465–472 (2014)
Yang, T., Chang, J., Ren, B., Lin, M.C., Zhang, J.J., Hu, S.M.: Fast multiple-fluid simulation using Helmholtz free energy. ACM Trans. Graph. 34(6), 201:1–201:11 (2015)
Acknowledgements
This research was supported by a Hallym University Research Fund (HRF-201609-008), Institute for Information & communications Technology Promotion (IITP) grant funded by the Korea government (MSIP) (IITP-2016-R7518-16-1028), and Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education, Science and Technology (NRF-2013R1A1A2011602).
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Kim, JH., Kim, W. & Lee, J. Physics-inspired approach to realistic and stable water spray with narrowband air particles. Vis Comput 34, 461–471 (2018). https://doi.org/10.1007/s00371-017-1353-1
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DOI: https://doi.org/10.1007/s00371-017-1353-1