Artificial intelligence in physical sciences: Symbolic regression trends and perspectives

D Angelis, F Sofos, TE Karakasidis - Archives of Computational Methods …, 2023 - Springer
Symbolic regression (SR) is a machine learning-based regression method based on genetic
programming principles that integrates techniques and processes from heterogeneous …

Grand challenges for smoothed particle hydrodynamics numerical schemes

R Vacondio, C Altomare, M De Leffe, X Hu… - Computational Particle …, 2021 - Springer
This paper presents a brief review of grand challenges of Smoothed Particle Hydrodynamics
(SPH) method. As a meshless method, SPH can simulate a large range of applications from …

[HTML][HTML] Particle methods in ocean and coastal engineering

M Luo, A Khayyer, P Lin - Applied Ocean Research, 2021 - Elsevier
This paper aims at providing a state-of-the-art review on the applications of particle methods
in hydrodynamics-related problems in ocean and coastal engineering. The problems are …

Enhanced resolution of the continuity equation in explicit weakly compressible SPH simulations of incompressible free‐surface fluid flows

A Khayyer, Y Shimizu, T Gotoh, H Gotoh - Applied Mathematical Modelling, 2023 - Elsevier
This paper is dedicated to improved resolution of the continuity equation and thus more
precise satisfaction of incompressibility conditions in explicit weakly compressible SPH …

Review of smoothed particle hydrodynamics: towards converged Lagrangian flow modelling

SJ Lind, BD Rogers… - Proceedings of the …, 2020 - royalsocietypublishing.org
This paper presents a review of the progress of smoothed particle hydrodynamics (SPH)
towards high-order converged simulations. As a mesh-free Lagrangian method suitable for …

The effective thermal conductivity of unsaturated porous media deduced by pore-scale SPH simulation

B Bai, Y Wang, D Rao, F Bai - Frontiers in Earth Science, 2022 - frontiersin.org
The smoothed particle hydrodynamics (SPH) method was employed to simulate the heat
transfer process in porous media at the pore scale. The effective thermal conductivity of a …

[HTML][HTML] Inclusion of an acoustic damper term in weakly-compressible SPH models

PN Sun, C Pilloton, M Antuono, A Colagrossi - Journal of Computational …, 2023 - Elsevier
The proposed work describes a novel viscous term specifically conceived to reduce the
amount of acoustic pressure waves in weakly-compressible SPH models. The above …

Multimaterial powder bed fusion techniques

M Mehrpouya, D Tuma, T Vaneker… - Rapid prototy** …, 2022 - emerald.com
Purpose This study aims to provide a comprehensive overview of the current state of the art
in powder bed fusion (PBF) techniques for additive manufacturing of multiple materials. It …

Smoothed particle hydrodynamics (SPH) for modeling fluid-structure interactions

M Liu, Z Zhang - Science China Physics, Mechanics & Astronomy, 2019 - Springer
Fluid-structure interaction (FSI) is a class of mechanics-related problems with mutual
dependence between the fluid and structure parts and it is observable nearly everywhere, in …

Smoothed particle hydrodynamics: Methodology development and recent achievement

C Zhang, Y Zhu, D Wu, NA Adams, X Hu - Journal of Hydrodynamics, 2022 - Springer
Since its inception, the full Lagrangian meshless smoothed particle hydrodynamics (SPH)
has experienced a tremendous enhancement in methodology and impacted a range of multi …