Exothermic reaction on non-Newtonian NEPCM over ellipses in a curved channel: Hybrid ISPH method and artificial intelligence

N Alsedias, AM Aly, N Biswas - Journal of Energy Storage, 2024 - Elsevier
In this work, an attempt has been made to explore the effect of exothermic reaction on the
double diffusion of nano-enhanced phase change materials (NEPCMs) contained in a …

The past, present and future of multi-scale modelling applied to wave–structure interaction in ocean engineering

V Sriram, S Saincher, S Yan… - Philosophical …, 2024 - royalsocietypublishing.org
Concepts and evolution of multi-scale modelling from the perspective of wave–structure
interaction have been discussed. In this regard, both domain and functional decomposition …

[HTML][HTML] Numerical simulation of wave-floater interactions using ISPH_GNN trained on data for wave-only cases

N Zhang, S Yan, Q Ma, Q Li - Ocean Engineering, 2024 - Elsevier
As a mesh-free approach, the incompressible Smoothed Particle Hydrodynamics (ISPH)
method has been often used for simulating wave-structure interaction problems. In the …

[HTML][HTML] Step-by-step enhancement of a graph neural network-based surrogate model for Lagrangian fluid simulations with flexible time step sizes

T Higaki, Y Tanabe, H Hashimoto, T Iida - Applied Ocean Research, 2025 - Elsevier
Abstract Machine learning (ML) has the potential to accelerate particle-based Lagrangian
fluid simulations. However, previous studies have not sufficiently validated the …

A GNN supported ISPH method for numerical simulation of wave interaction with fixed structures

N Zhang, Q Ma, S Yan, Q Li - ISOPE International Ocean and Polar …, 2024 - onepetro.org
As the mesh-free approach, the incompressible Smoothed Particle Hydrodynamics (ISPH)
method is emerging as a potential tool for simulating the wave-structure interaction …

[DOC][DOC] The correct form of pressure Poisson equation for incompressible SPH

P Fan - researchgate.net
The Incompressible Smoothed Particle Hydrodynamics (ISPH) proposed by Cummins and
Rudman [1] has become a popular method for modelling complex physics [2-9]. However …