Efficient training sets for surrogate models of tokamak turbulence with active deep ensembles

L Zanisi, A Ho, J Barr, T Madula, J Citrin… - Nuclear …, 2024 - iopscience.iop.org
Abstract Model-based plasma scenario development lies at the heart of the design and
operation of future fusion powerplants. Including turbulent transport in integrated models is …

[HTML][HTML] Seasonal optimization of envelope and shading devices oriented towards low-carbon emission for premodern historic residential buildings of China

S Zhao, J Diao, S Yao, J Yuan, X Liu, M Li - Case Studies in Thermal …, 2024 - Elsevier
The renovation of historic residential buildings is required to balance the daylighting and
thermal comfort of the building space with the conservation of the architectural features …

ClusFC‐IoT: A clustering‐based approach for data reduction in fog‐cloud‐enabled IoT

A Hemmati, AM Rahmani - Concurrency and Computation …, 2024 - Wiley Online Library
Summary The Internet of Things (IoT) is an ever‐expanding network technology that
connects diverse objects and devices, generating vast amounts of heterogeneous data at …

Investigating carsharing's potential markets and group characteristics using attitude-based market segmentation approach

S Wang, J Ma, B Wang, J Yu, Q Cao - Transportation Planning and …, 2025 - Taylor & Francis
Existing research focuses on making carsharing-related policies oriented towards all
travelers, without considering heterogeneous group characteristics. Tailoring group-specific …

Station extension algorithm considering destinations to solve illegal parking of e-scooters

S Jeongeun, S Yoon-Ah - Journal of The Korea Society of …, 2023 - koreascience.kr
In this paper, we propose a new station selection algorithm to solve the illegal parking
problem of shared electric scooters and improve the service quality. Recently, as a solution …

Unsupervised Learning for Characterizing Type IV Secreted Effectors

K Acici, T Asuroglu - 2024 4th International Conference on …, 2024 - ieeexplore.ieee.org
Type IV secretion systems (T4SSs) are employed by pathogenic bacteria to inject proteins
known as Type IV secreted effectors (T4SEs) into both prokaryotic and eukaryotic cells …

[HTML][HTML] Research on Pavement Crack Detection Based on Random Structure Forest and Density Clustering

X Wang, X Wang, J Li, W Liang, C Bi - Automation, 2024 - mdpi.com
The automatic detection of road surface cracks is a crucial task in road maintenance, but the
complexity of crack topology and the susceptibility of detection results to environmental …

[HTML][HTML] Urban Resident Travel Survey Method Based on Cellular Signaling Data

J Li, W Li, G Lian - ISPRS International Journal of Geo-Information, 2023 - mdpi.com
A low-cost, timely, and durable long-term approach to resident travel surveys is crucial for
authorities to understand the city's transportation systems and formulate transportation …

[PDF][PDF] Evolutionary Converging Functions (ECF) as a Novel Object Detection Method for Satellite Images

F Alam, S Mohanty, A Almaghthawi, TSM Alnazzawi - 2024 - researchgate.net
Low learning rates in Convolutional Neural Networks (CNNs) for image segmentation tasks
can lead to convergence issues, unstable models, large oscillations, risk of divergence …

Hybrid Distribution Model for Emergency Epidemic Prevention Materials in Urban Areas

J Wu, R Hu, L Qiu - ISCTT 2022; 7th International Conference …, 2022 - ieeexplore.ieee.org
To meet the demand for the emergency distribution of epidemic prevention materials in a
pandemic quarantine area, a Vehicle-Drones hybrid distribution model is constructed. In this …