Modelling for digital twins—potential role of surrogate models

Á Bárkányi, T Chovan, S Nemeth, J Abonyi - Processes, 2021 - mdpi.com
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 …

From characterization to discovery: artificial intelligence, machine learning and high-throughput experiments for heterogeneous catalyst design

J Benavides-Hernández, F Dumeignil - ACS Catalysis, 2024 - ACS Publications
This review paper delves into synergistic integration of artificial intelligence (AI) and
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

O Okudan, C Budayan, I Dikmen - Expert Systems with Applications, 2021 - Elsevier
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 …

Detection of tuberculosis from chest X-ray images: Boosting the performance with vision transformer and transfer learning

LT Duong, NH Le, TB Tran, VM Ngo… - Expert Systems with …, 2021 - Elsevier
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 …

Artificial intelligence-enabled Internet of Things-based system for COVID-19 screening using aerial thermal imaging

A Barnawi, P Chhikara, R Tekchandani… - Future Generation …, 2021 - Elsevier
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 …

A blockchain-based approach to smart cargo transportation using UHF RFID

M Baygin, O Yaman, N Baygin, M Karakose - Expert Systems with …, 2022 - Elsevier
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 …

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 …

Automated generation of digital twin for a built environment using scan and object detection as input for production planning

M Sommer, J Stjepandić, S Stobrawa… - Journal of Industrial …, 2023 - Elsevier
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 …

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 …

Automated classification of remote sensing images using multileveled MobileNetV2 and DWT techniques

CH Karadal, MC Kaya, T Tuncer, S Dogan… - Expert Systems with …, 2021 - Elsevier
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 …