[HTML][HTML] On the data quality and imbalance in machine learning-based design and manufacturing—A systematic review

YF Zhao, J Xie, L Sun - Engineering, 2024 - Elsevier
Abstract Machine learning (ML) has recently enabled many modeling tasks in design,
manufacturing, and condition monitoring due to its unparalleled learning ability using …

Design optimisation for window size, orientation, and wall reflectance with regard to various daylight metrics and lighting energy demand: A case study of buildings in …

RA Mangkuto, M Rohmah, AD Asri - Applied energy, 2016 - Elsevier
Abstract Design optimisation problems of window size and façade orientation in buildings
have been investigated many times, with regard to energy and comfort criteria. To indicate …

A review of biomaterials and associated performance metrics analysis in pre-clinical finite element model and in implementation stages for total hip implant system

MM Soliman, MEH Chowdhury, MT Islam… - Polymers, 2022 - mdpi.com
Total hip replacement (THR) is a common orthopedic surgery technique that helps
thousands of individuals to live normal lives each year. A hip replacement replaces the …

Integrated computer-aided engineering and design for DNA assemblies

CM Huang, A Kucinic, JA Johnson, HJ Su, CE Castro - Nature Materials, 2021 - nature.com
Recently, DNA has been used to make nanodevices for a myriad of applications across
fields including medicine, nanomanufacturing, synthetic biology, biosensing and biophysics …

Influence of operationally consumed propellers on multirotor UAVs airworthiness: finite element and experimental approach

LA Al-Haddad, AA Jaber - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) are widely used in many applications due to the current
technological trend. In these applications, understanding the concept of the operating …

Comparative analysis of environmental contour approaches to estimating extreme waves for offshore installations for the Baltic Sea and the North Sea

L Wrang, E Katsidoniotaki, E Nilsson… - Journal of Marine …, 2021 - mdpi.com
At the stage of design load analysis for offshore installations such as wave energy systems,
a critical step is the determination of environmental cases to be evaluated for the definition of …

MO-PaDGAN: Reparameterizing Engineering Designs for augmented multi-objective optimization

W Chen, F Ahmed - Applied Soft Computing, 2021 - Elsevier
Multi-objective optimization is key to solving many Engineering Design problems, where
design parameters are optimized for several performance indicators. However, optimization …

Effect of the selected parameters in idealizing material failures under tensile loads: Benchmarks for damage analysis on thin-walled structures

AR Prabowo, R Ridwan, T Tuswan… - Curved and Layered …, 2022 - degruyter.com
The development of the global economy has led to a rise in ship traffic. As a result, the risk of
accidents, such as collisions between ships and grounding, has also increased. Different …

[PDF][PDF] Enhancing wind tunnel computational simulations of finite element analysis using machine learning-based algorithms

LA Al-Haddad, AA Jaber, L Ibraheem, SA Al-Haddad… - Eng Technol J, 2023 - iasj.net
The field of aeronautics consistently aims for innovation and progress to enhance the safety,
effectiveness, and overall performance of aircraft Al-Haddadet al.[1], Al-Haddadet al.,[2] …

Human reliability evaluation method covering operator action timing for dynamic probabilistic safety assessment

W Jo, SJ Lee - Reliability Engineering & System Safety, 2024 - Elsevier
Dynamic probabilistic safety assessment (PSA) has been introduced due to the limitations of
static-based PSA such as the difficulty to analyze dynamic sequences caused by stochastic …