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Modelling for digital twins—potential role of surrogate models
The application of white box models in digital twins is often hindered by missing knowledge,
uncertain information and computational difficulties. Our aim was to overview the difficulties …
uncertain information and computational difficulties. Our aim was to overview the difficulties …
From characterization to discovery: artificial intelligence, machine learning and high-throughput experiments for heterogeneous catalyst design
This review paper delves into synergistic integration of artificial intelligence (AI) and
machine learning (ML) with high-throughput experimentation (HTE) in the field of …
machine learning (ML) with high-throughput experimentation (HTE) in the field of …
A knowledge-based risk management tool for construction projects using case-based reasoning
Construction projects are often deemed as complex and high-risk endeavours, mostly
because of their vulnerability to external conditions as well as project-related uncertainties …
because of their vulnerability to external conditions as well as project-related uncertainties …
Detection of tuberculosis from chest X-ray images: Boosting the performance with vision transformer and transfer learning
Tuberculosis (TB) caused by Mycobacterium tuberculosis is a contagious disease which is
among the top deadly diseases in the world. Research in Medical Imaging has been done to …
among the top deadly diseases in the world. Research in Medical Imaging has been done to …
Artificial intelligence-enabled Internet of Things-based system for COVID-19 screening using aerial thermal imaging
Abstract Internet of Things (IoT) has recently brought an influential research and analysis
platform in a broad diversity of academic and industrial disciplines, particularly in healthcare …
platform in a broad diversity of academic and industrial disciplines, particularly in healthcare …
A blockchain-based approach to smart cargo transportation using UHF RFID
Today, the continuous growth of electronic commerce volume increases the importance of
point-to-point shipment transportation. For this reason, it is extremely important that shipment …
point-to-point shipment transportation. For this reason, it is extremely important that shipment …
A review of surrogate-assisted design optimization for improving urban wind environment
Y Wu, SJ Quan - Building and Environment, 2024 - Elsevier
Improving the urban wind climate yields substantial advantages, encompassing enhanced
public health, increased pedestrian safety, improved building energy efficiency, and effective …
public health, increased pedestrian safety, improved building energy efficiency, and effective …
Automated generation of digital twin for a built environment using scan and object detection as input for production planning
The simulation of production processes using a digital twin can be utilized for prospective
planning, analysis of existing systems or process-parallel monitoring. In all cases, the digital …
planning, analysis of existing systems or process-parallel monitoring. In all cases, the digital …
Direct torque control for PMSM based on the RBFNN surrogate model of electromagnetic torque and stator flux linkage
H Liu, W Niu, Y Guo - Control Engineering Practice, 2024 - Elsevier
Abstract Direct Torque Control (DTC) is widely used in motion control of motors. Classical
DTC utilizes the Park transformation (dq-model) or observer to estimate the stator fluxlinkage …
DTC utilizes the Park transformation (dq-model) or observer to estimate the stator fluxlinkage …
Automated classification of remote sensing images using multileveled MobileNetV2 and DWT techniques
Automated classification of remote sensing images is one of the complex issues in robotics
and machine learning fields. Many models have been proposed for remote sensing image …
and machine learning fields. Many models have been proposed for remote sensing image …