Random forest regression-based machine learning model for accurate estimation of fluid flow in curved pipes
In industrial piping systems, turbomachinery, heat exchangers etc., pipe bends are essential
components. Computational fluid dynamics (CFD), which is frequently used to analyse the …
components. Computational fluid dynamics (CFD), which is frequently used to analyse the …
An effective and secure mechanism for phishing attacks using a machine learning approach
Phishing is one of the biggest crimes in the world and involves the theft of the user's
sensitive data. Usually, phishing websites target individuals' websites, organizations, sites …
sensitive data. Usually, phishing websites target individuals' websites, organizations, sites …
Numerical studies on turbulent flow field in a 90 deg pipe bend
P Dutta, H Chattopadhyay… - Journal of Fluids …, 2022 - asmedigitalcollection.asme.org
This paper deals with the modeling of turbulent flow through a 90 deg pipe bend using an
unsteady Reynolds-averaged Navier–Stokes (U-RANS) approach where k–ε model is used …
unsteady Reynolds-averaged Navier–Stokes (U-RANS) approach where k–ε model is used …
Fast grid search: A grid search-inspired algorithm for optimizing hyperparameters of support vector regression
M Açikkar - Turkish Journal of Electrical Engineering and …, 2024 - journals.tubitak.gov.tr
This study presents a fast hyperparameter optimization algorithm based on the benefits and
shortcomings of the standard grid search (GS) algorithm for support vector regression (SVR) …
shortcomings of the standard grid search (GS) algorithm for support vector regression (SVR) …
Heat transfer due to annular jets impinging on a moving surface
P Dutta, H Chattopadhyay - Journal of Heat Transfer, 2022 - asmedigitalcollection.asme.org
This work investigates flow and heat transfer under an array of annular jets impinging on a
heated moving surface. Numerical solutions of the full Navier–Stokes equation were …
heated moving surface. Numerical solutions of the full Navier–Stokes equation were …
Cloud Services User's Recommendation System Using Random Iterative Fuzzy-Based Trust Computation and Support Vector Regression
Cloud computing is now a fundamental type of computing due to technological innovation
and it is believed to be a benefit for mid-scale enterprises. The use of cloud computing is …
and it is believed to be a benefit for mid-scale enterprises. The use of cloud computing is …
Experimental study on particle movement and erosion behavior of the elbow in liquid–solid flow
Z Xie, X Cao, Q Li, H Yao, R Qin, X Sun - Heliyon, 2023 - cell.com
Recent investigations into the erosion of elbow junctions predominantly focus on identifying
and predicting peak erosion points. Notably, these studies rely heavily on computational …
and predicting peak erosion points. Notably, these studies rely heavily on computational …
Numerical analysis on the development of vortex structure in 90 pipe bend
In the present paper single-phase turbulent flow through 90° pipe bend with different
curvature ratio (Rc/D) is numerically studied. Simulations are accomplished for turbulent flow …
curvature ratio (Rc/D) is numerically studied. Simulations are accomplished for turbulent flow …
A Comprehensive Review of Metaheuristics for Hyperparameter Optimization in Machine Learning
R Narayanan, N Ganesh - Metaheuristics for Machine Learning …, 2024 - Wiley Online Library
Hyperparameter optimization is a critical step in the development and fine‐tuning of
machine learning (ML) models. Metaheuristic optimization techniques have gained …
machine learning (ML) models. Metaheuristic optimization techniques have gained …
Metaheuristic Algorithms and Their Applications in Different Fields: A Comprehensive Review
A Yaqoob, NK Verma, RM Aziz - Metaheuristics for Machine …, 2024 - Wiley Online Library
A potent method for resolving challenging optimization issues is provided by metaheuristic
algorithms, which are heuristic optimization approaches. They provide an effective …
algorithms, which are heuristic optimization approaches. They provide an effective …