Busca avançada
Ano de início
Entree
(Referência obtida automaticamente do Web of Science, por meio da informação sobre o financiamento pela FAPESP e o número do processo correspondente, incluída na publicação pelos autores.)

RBF Liquids: An Adaptive PIC Solver Using RBF-FD

Texto completo
Autor(es):
Nakanishi, Rafael [1] ; Nascimento, Filipe [1] ; Campos, Rafael [1] ; Pagliosa, Paulo [2] ; Paiva, Afonso [1]
Número total de Autores: 5
Afiliação do(s) autor(es):
[1] Univ Sao Paulo, ICMC, BR-13566590 Sao Carlos, SP - Brazil
[2] Univ Fed Mato Grosso do Sul, FACOM, Campo Grande, MS - Brazil
Número total de Afiliações: 2
Tipo de documento: Artigo Científico
Fonte: ACM TRANSACTIONS ON GRAPHICS; v. 39, n. 6 DEC 2020.
Citações Web of Science: 0
Resumo

We introduce a novel liquid simulation approach that combines a spatially adaptive pressure projection solver with the Particle-in-Cell (PIC) method. The solver relies on a generalized version of the Finite Difference (FD) method to approximate the pressure field and its gradients in tree-based grid discretizations, possibly non-graded. In our approach, FD stencils are computed by using meshfree interpolations provided by a variant of Radial Basis Function (RBF), known as RBF-Finite-Difference (RBF-FD). This meshfree version of the FD produces differentiation weights on scattered nodes with high-order accuracy. Our method adapts a quadtree/octree dynamically in a narrow-band around the liquid interface, providing an adaptive particle sampling for the PIC advection step. Furthermore, RBF affords an accurate scheme for velocity transfer between the grid and particles, keeping the system's stability and avoiding numerical dissipation. We also present a data structure that connects the spatial subdivision of a quadtree/octree with the topology of its corresponding dual-graph. Our data structure makes the setup of stencils straightforward, allowing its updating without the need to rebuild it from scratch at each time-step. We show the effectiveness and accuracy of our solver by simulating incompressible inviscid fluids and comparing results with regular PIC-based solvers available in the literature. (AU)

Processo FAPESP: 18/06145-4 - Animação digital de avalanches de neve
Beneficiário:Filipe de Carvalho Nascimento
Modalidade de apoio: Bolsas no Brasil - Doutorado
Processo FAPESP: 19/23215-9 - Métodos sem malha baseados em diferenças finitas generalizadas usando MLS e SPH
Beneficiário:Afonso Paiva Neto
Modalidade de apoio: Auxílio à Pesquisa - Regular