Prediction of irregular wave (current)-induced pore water pressure around monopile using machine learning methods

H Cheng, Y Cheng, Y Zheng, J Zhang, X Lyu - Coastal Engineering, 2023 - Elsevier
The fluid-solid-soil coupling mechanism and seabed stability problems surrounding marine
structures are highly complicated. Artificial intelligence models trained by specific samples …

Experimental verification and numerical simulation of a vortex flowmeter at low Reynolds numbers

B Končar, J Sotošek, I Bajsić - Flow Measurement and Instrumentation, 2022 - Elsevier
This study presents experimental verification and numerical simulations of a vortex flow
meter in the Reynolds number range between 8300 and 50,000. A custom-designed bluff …

A fast three-dimensional flow field prediction around bluff bodies using deep learning

F Nemati Taher, A Subaşı - Physics of Fluids, 2024 - pubs.aip.org
This study presents a deep learning approach for predicting the flow field in the
incompressible turbulent three-dimensional (3D) external flow around right-rhombic prism …

Numerical investigation of hybrid battery thermal management for high-voltage NMC 18650 battery pack: air-cooled coupled passive connection

P Thorat, P Nawale, S Chavan, P Sonone… - Thermal Management …, 2024 - Elsevier
Batteries have a significant impact on electric vehicle performance. As a result, it is critical to
design a battery thermal system that effectively removes the heat generated by the battery …

The Role of Lower Thermal Conductive Refractory Material in Energy Management Application of Heat Treatment Furnace

A Deshmukh, V Talele, A Chandak - Energy Storage Systems …, 2022 - Springer
Furnaces are widely used in industries for heat treatment of various materials to enhance
their core properties without altering physical size or shape. With the impact of rising energy …

General correlations for hydrothermal and hydrodynamic features of a nanofluid affected by FHD: a GMDH-type neural network

A Mohammadi, F Dolati - The European Physical Journal Plus, 2022 - Springer
The enhancement of the micro-sized heat pipes efficiency is now a critical matter. The
optimized micropipes should have both high thermal performance and low-pressure drop …

An ANN-based data-predictive approach for comparative study between CFD finite difference and finite volume method

V Talele, Y Vadaje - International Journal of Modern Physics C, 2022 - World Scientific
In computational fluid dynamics (CFD), there is a transformation of methods over the years
for building commercially coded software. Each method has predicted its own set of …

An ANN-based advancing double-front method for automatic isotropic triangle generation

P Lu, N Wang, X Chang, L Zhang, Y Wu, H Zhang - Scientific Reports, 2022 - nature.com
The advancing front method (AFM) is one of the widely used unstructured grid generation
techniques. However, the efficiency is relatively low because only one cell is generated in …

External aerodynamic investigation over Ahmed body for optimal topology selection between upper and under bodywork using ANN approach

V Talele, N Karambali, A Savekar… - International Journal of …, 2022 - World Scientific
Aerodynamic improvements primarily result in decreased fuel usage and carbon dioxide
emissions into the atmosphere. Numerous governments support ongoing aerodynamics …

50 Structural design optimization using grey wolf optimizer

BD Upadhyay, SS Sonigra… - … and Opportunities in …, 2024 - books.google.com
Selection of appropriate optimization technique for structural optimization problems plays
vital role as these problems involve nonlinear objective function, complex behavior …