Accelerating eulerian fluid simulation with convolutional networks

J Tompson, K Schlachter… - … on machine learning, 2017 - proceedings.mlr.press
Efficient simulation of the Navier-Stokes equations for fluid flow is a long standing problem in
applied mathematics, for which state-of-the-art methods require large compute resources. In …

Data-driven fluid simulations using regression forests

L Ladický, SH Jeong, B Solenthaler… - ACM Transactions on …, 2015 - dl.acm.org
Traditional fluid simulations require large computational resources even for an average
sized scene with the main bottleneck being a very small time step size, required to …

Fast octree neighborhood search for SPH simulations

JA Fernández-Fernández, L Westhofen… - ACM Transactions on …, 2022 - dl.acm.org
We present a new octree-based neighborhood search method for SPH simulation. A
speedup of up to 1.9 x is observed in comparison to state-of-the-art methods which rely on …

Infinite continuous adaptivity for incompressible SPH

R Winchenbach, H Hochstetter, A Kolb - ACM Transactions on Graphics …, 2017 - dl.acm.org
In this paper we introduce a novel method to adaptive incompressible SPH simulations.
Instead of using a scheme with a number of fixed particle sizes or levels, our approach …

Optimized refinement for spatially adaptive SPH

R Winchenbach, A Kolb - ACM Transactions on Graphics (TOG), 2021 - dl.acm.org
In this article, we propose an improved refinement process for the simulation of
incompressible low-viscosity turbulent flows using Smoothed Particle Hydrodynamics, under …

A survey on SPH methods in computer graphics

D Koschier, J Bender, B Solenthaler… - Computer graphics …, 2022 - Wiley Online Library
Throughout the past decades, the graphics community has spent major resources on the
research and development of physics simulators on the mission to computer‐generate …

Adaptive physically based models in computer graphics

PL Manteaux, C Wojtan, R Narain… - Computer Graphics …, 2017 - Wiley Online Library
One of the major challenges in physically based modelling is making simulations efficient.
Adaptive models provide an essential solution to these efficiency goals. These models are …

Semi-analytic boundary handling below particle resolution for smoothed particle hydrodynamics

R Winchenbach, R Akhunov, A Kolb - ACM Transactions on Graphics …, 2020 - dl.acm.org
In this paper, we present a novel semi-analytical boundary handling method for spatially
adaptive and divergence-free smoothed particle hydrodynamics (SPH) simulations …

Fluid simulation with adaptive staggered power particles on GPUs

X Zhai, F Hou, H Qin, A Hao - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This paper extends the recently proposed power-particle-based fluid simulation method with
staggered discretization, GPU implementation, and adaptive sampling, largely enhancing …

Adaptive position-based fluids: improving performance of fluid simulations for real-time applications

M Köster, A Krüger - arxiv preprint arxiv:1608.04721, 2016 - arxiv.org
The Position Based Fluids (PBF) method is a state-of-the-art approach for fluid simulations in
the context of real-time applications like games. It uses an iterative solver concept that tries …