Automated 3D semantic segmentation of PCB X-ray CT images and netlist extraction by Adrian Phoulady, Yara Suleiman, Hongbin Choi, Nicholas May, Sina Shahbazmohamadi, Pouya Tavousi

“…Validation with both synthetic and real-world PCB datasets shows high accuracy and robustness, offering a scalable solution for PCB design reconstruction.…”
Get full text

Homogenized Point Mutual Information and Deep Quantum Reinforced Wind Power Prediction by W. G. Jency, J. E. Judith

“…However, due to the lack of an appropriate feature selection process and to minimize the effect of losses used for wind power prediction, a large amount of computation is necessitated when processing multi-input wind power data, therefore causing a negative influence on scalability and hence affecting wind power prediction time. …”
Get full text

Automating band selection for hyperspectral indices: bridging AVIRIS-NG and Sentinel-2 satellite data for earth science applications by Veerendra Satya Sylesh Peddinti, Venkata Ravibabu Mandla, Shashi Mesapam, Suresh Kancharla

“…The process is automated and employs parallel processing with Python, significantly reducing execution time and enabling scalability for large geospatial datasets. Key indices, including the Normalized Difference Water Index (NDWI), Normalized Difference Red Edge (NDRE), and Normalized Difference Built-up Index (NDBI), Green Normalized Difference Vegetation Index (GNDVI) were validated using the proposed methodology. …”
Get full text

Automated karyogram analysis for early detection of genetic and neurodegenerative disorders: a hybrid machine learning approach by Sumaira Tabassum, M. Jawad Khan, Javaid Iqbal, Asim Waris, M. Adeel Ijaz

“…This study introduces a novel hybrid approach that combines unsupervised and supervised learning techniques to overcome the challenges of limited labeled data and scalability in chromosomal analysis. An Autoencoder-based system is initially trained with unlabeled data to identify chromosome patterns. …”
Get full text

Biowastes as sustainable catalysts for water treatment: A comprehensive overview by Hirpha Adugna Areti, Abas Siraj Hamda, Lata Deso Abo, Abdisa Jabesa, Melkiyas Diriba Muleta

“…Despite challenges related to scalability, stability, and reusability, strategies such as functionalization, hybridization, and the incorporation of computational tools offer pathways for improvement. …”
Get full text

MultiSenseX: A Sustainable Solution for Multi-Human Activity Recognition and Localization in Smart Environments by Hamada Rizk, Ahmed Elmogy, Mohamed Rihan, Hirozumi Yamaguchi

“…Our empirical evaluation demonstrates <i>MultiSenseX</i>’s superior performance in both localization and activity recognition tasks, achieving remarkable accuracy and scalability. By enhancing multi-user sensing technologies, <i>MultiSenseX</i> supports the development of intelligent, efficient, and sustainable communities, contributing to SDG 11 (Sustainable Cities and Communities) and SDG 3 (Good Health and Well-being) through safer, smarter, and more inclusive urban living solutions.…”
Get full text

Probabilistic Power Flow Analysis of DERs Integrated Power System From a Bayesian Parameter Estimation Perspective by Wanjoli, Paul, Moustafa, Mohamed M.Zakaria, Abbasy, Nabil H.

“…Validated on IEEE 39-bus and 59-bus test systems in MATLAB/Simulink, BPE outperformed the 2m+1 point estimate method (PEM) in terms of accuracy, computation speed and scalability. Simulation results demonstrate superior accuracy of BPE, yielding voltage profiles and congestion indices closely matching those of Monte Carlo Simulation (MCS) but with lower computation time. …”
Get full text

Evaluating the implementation and impact of a volunteer navigation oncology support programme: study protocol for a pragmatic, real-world hybrid type 2 study by Charlotte Waugh, Noah Federman, Gabrielle B Rocque, D'Ambra N Dent, Emily K Hill, Ian Bostock Rosenzweig, Bonny Morris, Arif Kamal

“…Although this approach has great potential for scalability, the best approach to early implementation and impact of volunteer navigation remains unclear.Methods and analysis This pragmatic single-arm pre–post study evaluates the implementation and effectiveness of volunteer navigation for patients participating in the 2023–2024 pilot. …”
Get full text

Methodology for predicting material performance by context-based modeling: A case study on solid amine CO2 adsorbents by Shuangjun Li, Zhixin Huang, Yuanming Li, Shuai Deng, Xiangkun Elvis Cao

“…This method integrates both numerical and textual information, enhancing predictive accuracy and scalability. In the case study, the approach is applied to predict the performance of solid amine CO2 adsorbents under direct air capture (DAC) conditions. …”
Get full text

Maximizing the neuroprotection from Citrus aurantium leaves: Optimization of a blended extract from a sequential extraction process with compressed fluids and NADES by Victor M. Amador-Luna, Miguel Herrero, Marta Jiménez de la Parra, Ángel Gómez Arribas, Elena Ibáñez, Lidia Montero

“…Due to the different nature and bioactivity of the obtained extracts, the mixture of the three fractions was optimized to enhance its overall preventive potential against neurodegenerative diseases. Finally, its scalability to a semi-pilot scale was evaluated, giving rise to increased bioactive values of the blended extract.…”
Get full text

BioLake: an RNA expression analysis framework for prostate cancer biomarker powered by data lakehouse by Qiaowang Li, Yaser Gamallat, Jon George Rokne, Tarek A. Bismar, Reda Alhajj

“…In terms of data storage design, BioLake adopts the data lakehouse architecture to provide storage scalability and analysis flexibility. To further enhance the analysis efficiency, BioLake supports online analysis for custom data, allowing researchers to upload their own data via a designed procedure without waiting for server-side approval. …”
Get full text

Cutting-edge technologies: Biofuel innovations in marine propulsion systems to lower black carbon emissions by Sivasubramanian Manikandan, Sundaram Vickram, Yuvarajan Devarajan

“…Lifecycle assessments show greenhouse gases (GHG) emission reductions of up to 75 % when biofuels displace heavy fuel oil (HFO) in terms of quantitative measurements. Increased biofuel scalability to marine fuel applications is due in part to technological advancements, such as catalytic cracking of lignocellulosic biomass and microbial fermentation of seaweed. …”
Get full text

Evaluating the Effectiveness of Zero Trust Architecture in Protecting Against Advanced Persistent Threats by Pushpendra Kumar Verma, Bharat Singh, Preety, Shubham Kumar Sharma, Rakesh Prasad Joshi

“…It looks into the difficulties and factors to be taken into account when adopting Zero Trust Architecture, including scalability, user experience, and operational complexity. …”
Get full text

A Hidden Surveillant Transmission Line Protection Layer for Cyber-Attack Resilience of Power Systems by Hossein Ebrahimi, Sajjad Golshannavaz, Amin Yazdaninejadi, Edris Pouresmaeil

“…This result highlights the robust performance of the proposed surveillant layer and demonstrates its superiority over existing fault detection and classification methods. The scalability of the proposed framework is also confirmed on the IEEE 118-bus testbed.…”
Get full text

Leveraging Cognitive Machine Reasoning and NLP for Automated Intent-Based Networking and e2e Service Orchestration by Muhammad Asif, Talha Ahmed Khan, Wang-Cheol Song

“…By effectively addressing modern networks&#x2019; challenges, this solution proves its ability to confidently and seamlessly convert user intents into automated network actions without manual intervention, providing adaptability and scalability for today&#x2019;s network environments.…”
Get full text

Synergistic Integration of Mesocarbon Microbeads, Graphitic Nanofibers, and Mesoporous Carbon for Advanced Supercapacitor Electrodes by Palanisamy Rajkumar, Vediyappan Thirumal, Kisoo Yoo, Jinho Kim

“…This multiscale carbon architecture represents a significant advancement in the design of electrode materials for symmetric supercapacitors, offering a balance of high energy and power density, long-term stability, and excellent scalability for practical applications. This work not only contributes to the development of high-performance electrode materials but also paves the way for scalable, long-lasting supercapacitors for future energy-storage technologies.…”
Get full text

Scientific challenges faced by Mn‐based layered oxide cathodes with anionic redox for sodium‐ion batteries by Chao Zheng, Shengnan He, Jiantuo Gan, Zhijun Wu, Liaona She, Yong Gao, YaXiong Yang, Jiatao Lou, Zhijin Ju, Hongge Pan

“…Finally, this review provides new insights for future direction, encompassing both fundamental research, such as novel cathode types, interface optimization, and interdisciplinary research, and considerations from an industrialization perspective, including scalability, stability, and safety.…”
Get full text

Design and Efficiency Optimization of Distributed Laser Wireless Power Transmission Systems Through Centralized Scheduling and Current Regulation by Liangrong Sun, Jinsong Kang, Yunfeng Bai, Pengjia Jin

“…The system has the characteristics of power scalability, redundancy, and control flexibility. The efficiency characteristics of each key component in the LWPT system are discussed. …”
Get full text

Efficient and secure attribute-based heterogeneous online/offline signcryption for body sensor networks based on blockchain by Jawaid Iqbal, Arif Iqbal Umar, Noorul Amin, Abdul Waheed

“…To overcome these limitations, we have proposed an efficient and secure heterogeneous scheme for body sensor networks, in which biosensor nodes use a certificate-less cryptography environment to resolve the key escrow and certificate-management problems, while MS uses a public key infrastructure environment to enhance the scalability of the networks. Furthermore, we design an online/offline signcryption method to overcome the burden on biosensor nodes. …”
Get full text

Integrating engineered nanomaterials with extracellular vesicles: advancing targeted drug delivery and biomedical applications by Hai Jiang, Ranil Vikraman Kumarasamy, JinJin Pei, Kamaraj Raju, Gopalakrishnan Velliyur Kanniappan, Chella Perumal Palanisamy, Ion Dan Mironescu

“…However, it also addresses challenges such as scalability, standardization, and safety that must be overcome to facilitate the clinical translation of these promising biomedical solutions.…”
Get full text