PSO-optimised autoencoder for fault prediction in wind turbine planet carrier bearing by Samuel M. Gbashi, Obafemi O. Olatunji, Paul A. Adedeji, Nkosinathi Madushele

“…The autoencoder model is first trained on the normal dataset to establish a baseline representing typical behaviour. The latter is evaluated on a validation set with reconstruction errors computed to identify a threshold for fault identification. …”
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Thermal history-driven void formation in silicon crystals: A discrete model approach by Amir Reza Ansari Dezfoli

“…The CA model, combined with the FE framework, evaluates void formation based on point defect concentration, temperature distribution, and nucleation density criteria. …”
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Highlighting intracranial pressure monitoring in patients with severe acute brain trauma Ressaltando a monitorização da pressão intracraniana em pacientes com traumatismo cerebral... by Antonio L. E Falcão, Venâncio P. Dantas Filho, Luiz A. C. Sardinha, Elizabeth M. A. B. Quagliato, Desanka Dragosavac, Sebastião Araújo, Renato G. G. Terzi

“…Statistical associations were evaluated between maximum ICP values and: 1) Glasgow Coma Scale (GCS) scores; 2) findings on computed tomography (CT) scans of the head; and 3) mortality. …”
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Green Emission in Thermally Stable Er^3+ Doped Lead-Free Perovskite Phosphor for Solid-State Lighting and Optical Thermometry Applications by Ishant Kumar, Avinash Kumar, Sandeep Kumar, Vikas Sangwan, Arvind K. Gathania

“…Photometric studies were carried out to evaluate the suitability of the synthesized material for solid-state lighting applications. …”
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Spatiotemporal Multivariate Weather Prediction Network Based on CNN-Transformer by Ruowu Wu, Yandan Liang, Lianlei Lin, Zongwei Zhang

“…Finally, we demonstrated the excellent effect of STWPM in multivariate spatiotemporal field weather prediction by comprehensively evaluating the proposed algorithm with classical algorithms on the ERA5 dataset in a global region.…”
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Model-Based Predictive Control for Position and Orientation Tracking in a Multilayer Architecture for a Three-Wheeled Omnidirectional Mobile Robot by Elena Villalba-Aguilera, Joaquim Blesa, Pere Ponsa

“…This planned trajectory is forwarded to the intermediate layer, where the MPC computes the optimal velocity commands to follow the reference path, taking into account the kinematic model and actuator constraints of the robot. …”
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Urolithin A Attenuates Periodontitis in Mice via Dual Anti-Inflammatory and Osteoclastogenesis Inhibition: A Natural Metabolite-Based Therapeutic Strategy by Yishu Xia, Danni Wu, Linyi Zhou, Xinyu Wu, Jianzhi Chen

“…Bone loss in mice with periodontitis was assessed through histological and imaging techniques, including haematoxylin and eosin staining to evaluate alveolar bone morphology, Masson’s trichrome staining to visualize collagen fiber distribution, and micro-computed tomography scanning to quantify bone structural parameters. …”
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The influence of zonal air supply on thermal comfort in a classroom located in a hot and humid environment: a case study from Jeddah—Saudi Arabia by Zuhair Jastaneyah, Haslinda Mohamed Kamar, Ahmad Hashmi, F. A. Ghaleb, Hakim Al Garalleh

“…In addition, a survey was administered to assess students’ thermal perceptions. Computational Fluid Dynamics (CFD) simulations were utilized to predict air temperature, velocity, and humidity distribution, evaluating the impact of zonal air supply designs on thermal comfort within the classroom. …”
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3D Solar Analysis of the Street Network and Impact Estimation of the Shade of Trees at the District Scale by E. Shirinyan, K. Stefanov, D. Petrova-Antonova

“…The study area covers 9.24 km², evaluating 1,056,482 faces and incorporating 34,617 trees. …”
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Navigating the spectrum of battery health management in electric vehicles: A comprehensive review by Saranathan L, Indragandhi Vairavasundaram, Bragadeshwaran Ashok

“…A comparative critique of various methodologies is provided to evaluate performance, adaptability, and real-world feasibility. …”
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Energy Demand Forecasting Scenarios for Buildings Using Six AI Models by Khaled M. Salem, Francisco J. Rey-Martínez, A. O. Elgharib, Javier M. Rey-Hernández

“…Model performance is rigorously evaluated using metrics like Squared Mean Root Percentage Error (RMSPE) and Coefficient of Determination (R²), ensuring robust analysis. …”
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A Retrospective Analysis of Head Injury Patients Admitted in an Indian Tertiary Hospital During the COVID 19 Pandemic by Obaid Ahmad Siddiqui, farah nasreen, Sobia Manaal Siddiqui, Atif Khalid

“…Mortality was high among patients with higher Rotterdam computed tomography (CT) scores. Mechanical ventilation following TBI was required in 84.2% of patients. …”
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Preoperative multiclass classification of thymic mass lesions based on radiomics and machine learning by Yan Zhu, Li Wang, Aichao Ruan, Zhiyu Peng, Zhenzhong Zhang

“…Therefore, the objective of this study is to rely on clinical parameters and radiomic features extracted from chest computed tomography (CT) scans to facilitate the preoperative classification of TMLs. …”
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ChatAnalysis revisited: can ChatGPT undermine privacy in smart homes with data analysis? by Jüttner Victor, Fleig Arthur, Buchmann Erik

“…Advances in Machine Learning (ML) and Human-Computer Interaction (HCI) have further reduced entry barriers, pairing sophisticated model capabilities and background knowledge with user-friendly interfaces like chatbots. …”
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Acoustic and spectroscopic characterization of glycol ethers in vitamin B7 over the range of temperatures (288.15, 293.15, 298.15, 303.15) K by Swati Bhathley, Nabaparna Chakraborty, Kailash Chandra Juglan

“…Further, pair and triplet coefficients are evaluated which determines the structure making and breaking ability of glycol ethers in aqueous solution of biotin. …”
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Biomechanical Optimization of Lumbar Fusion Cages with a Porous Design: A Finite Element Analysis by Chenkai Zhu, Kan Deng, Zhenzong Shao, Yong Wang

“…The study underscores the potential of patient-specific porous designs in advancing LIF outcomes, warranting further clinical validation to translate computational insights into practical applications.…”
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Real-world effect of casirivimab and imdevimab cocktail in patients infected with SARS-CoV-2 delta and omicron variants by Rajas Subhash Walinjkar, Maharudra Kumbhar, Rashmi Harihar Shinde, Ekta Chaurasia

“…This retrospective study evaluated the effectiveness of casirivimab and imdevimab antibody cocktail in patients infected with SARS-CoV-2 delta and omicron variants. …”
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Double layered expansion planning for virtual power plants considering virtual energy storage systems by Jianghai Ma, Xuanwen Gu, Yao Zhang, Jinming Gu, Wenjie Luo, Feng Gao

“…The effectiveness of the proposed methodology is evaluated using an industrial park located in the southeast coastal region as a test case. …”
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Thermal comfort and air renewal in social housing: a case study in Uberlândia, Brazil by Karen Carrer Ruman de Bortoli, Victor Francisco de Paula Resende, Joyce Correna Carlo, Simone Barbosa Villa

“…Considering it, a study was developed using computational simulation to evaluate the interaction between the indicators of thermal comfort (using the adaptive model) and air renewal (in air changes per hour - ACH) in a horizontal semi-detached typology of social housing provided by the Brazilian government program Minha Casa, Minha Vida, located in Uberlândia city, Minas Gerais state, Brazil.  …”
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Effect of a Targeted Women's Health Intervention in an Inner-City Emergency Department by Debra Houry, Abigail Hankin, Jill Daugherty, L. Shakiyla Smith, Nadine Kaslow

“…Objective. To evaluate the effect of an Emergency Department (ED) based, educational intervention for at-risk health behaviors. …”
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