Sustainable Extraction Technology of Fruit and Vegetable Residues as Novel Food Ingredients by Shiqi Zheng, Zhoumei Huang, Li Dong, Daotong Li, Xiaosong Hu, Fang Chen, Chen Ma

“…However, challenges in scalability and cost need to be addressed for wider adoption in the food sector. …”
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Harnessing distributed GPU computing for generalizable graph convolutional networks in power grid reliability assessments by Somayajulu L.N. Dhulipala, Nicholas Casaprima, Audrey Olivier, Bjorn C. Vaagensmith, Timothy R. McJunkin, Ryan C. Hruska

“…For pre-training the GCN ARMA model across a variety of topologies, distributed graphics processing unit (GPU) computing afforded us significant training scalability. The predictive performance of this model on grid topologies that were part of the training data is substantially better than the direct current (DC) approximation. …”
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Incompatible Aedes aegypti male releases as an intervention to reduce mosquito population-A field trial in Puerto Rico. by Liliana Sánchez-González, Jacob E Crawford, Laura E Adams, Grayson Brown, Kyle R Ryff, Mark Delorey, Jose Ruiz-Valcarcel, Nicole Nazario, Nexilianne Borrero, Julieanne Miranda, Sara N Mitchell, Paul I Howell, Johanna R Ohm, Charlie Behling, Brian Wasson, Craig Eldershaw, Bradley J White, Vanessa Rivera-Amill, Roberto Barrera, Gabriela Paz-Bailey

“…New mosquito control technologies are needed to complement existing methods, given current challenges with scalability, acceptability, and effectiveness. A field trial was conducted in collaboration with the Communities Organized to Prevent Arboviruses project in Ponce, Puerto Rico, to measure entomological and epidemiological effects of reducing Aedes aegypti populations using Wolbachia incompatible insect technique. …”
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Trellis Decoding for Qudit Stabilizer Codes and Its Application to Qubit Topological Codes by Eric Sabo, Arun B. Aloshious, Kenneth R. Brown

“…Here, we improve the scalability and practicality of their theory, show that it has strong structure, extend the results using classical coding theory as a guide, and demonstrate a canonical form from which the structural properties of the decoding graph may be computed. …”
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Integrating Visible Light Communication and AI for Adaptive Traffic Management: A Focus on Reward Functions and Rerouting Coordination by Manuela Vieira, Gonçalo Galvão, Manuel A. Vieira, Mário Vestias, Paula Louro, Pedro Vieira

“…Results show significant reductions in vehicle and pedestrian waiting times, particularly in rerouting scenarios, demonstrating the system’s scalability and adaptability. By integrating VLC technology and AI-driven adaptive control, this approach achieves efficient, safe, and flexible traffic management. …”
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Emergency Medicine and Rapid Response Virtual Team (EM-RRVT): Insights from the Hajj 1445/2025 Experience by Sharafaldeen Bin Nafisah, Abdullah Mohammed Alhutrushi, Atheer Abdullah Abanmi, Mohammed Hassan Abujamous, Loay Hammad Sabbah, Layla Sulaiman AlSalehi, Ziyad Khater Alzahrani, Abdullah Abdulaziz Alwabel, Abdulaziz Suliman Alhomod, Mona Sahman Alsubaie

“…The establishment of the Emergency Medicine and Rapid Response Virtual Team proved to be both feasible and applicable. The scalability and flexibility of the service contributed to its efficiency.   …”
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A Framework for Privacy-Preserving in IoV Using Federated Learning With Differential Privacy by Muhammad Adnan, Madiha Haider Syed, Adeel Anjum, Semeen Rehman

“…This scheme increases privacy if the number of vehicles also increases, and this thing makes our scheme more scalable. This scheme overcomes the many drawbacks of existing techniques like a higher tracing ratio in shadowing schemes, totally depending on the group leader, and reduced utility of all schemes based on distances. …”
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Highway Travel Time Prediction of Segments Based on ANPR Data considering Traffic Diversion by Wenjun Du, Bo Sun, Jiating Kuai, Jiemin Xie, Jie Yu, Tuo Sun

“…LSTM-CNN is a promising model with scalability and portability for highway traffic prediction and can be further extended to improve the performance of the advanced traffic management system (ATMS) and advanced traffic information system (ATIS).…”
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Q-learning global path planning for UAV navigation with pondered priorities by Kevin B. de Carvalho, Hiago de O.B. Batista, Leonardo A. Fagundes-Junior, Iure Rosa L. de Oliveira, Alexandre S. Brandão

“…The user can freely tailor the system’s priorities by modifying each of their weights prior to training. Additionally, scalability tests reveal the algorithm’s swift convergence, achieving stability within just 35 s for larger environments spanning up to 40 × 40 units. …”
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Integrating anaerobic co-digestion and BSF larvae cultivation: A sustainable approach to fish innards and food waste management by Riris Waladatun Nafi'ah, Sri Suhartini, Nur Hidayat, Yusuf Wibisono, Nimas Mayang Sabrina Sunyoto, Lailia Alfisya, Rohmi Nadi Wilujeng, Nur Anisah Rizky Harahap, Hanna Syakira Salsabila, Novita Ainur Rohma, Andhika Putra Agus Pratama, Khairil Anas Md Rezali

“…This study demonstrates the potential scalability of the integrated system as a sustainable and economically viable approach to managing fish innards and food waste, contributing to the circular economy and environmental sustainability.…”
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Nano-seeding catalysts for high-density arrays of horizontally aligned carbon nanotubes with wafer-scale uniformity by Ying Xie, Yue Li, Zhisheng Peng, Chengyu Wang, Zanlin Qiu, Xinyi Cai, Tinglu Song, Jia Si, Xiaoxu Zhao, Liu Qian, Ziqiang Zhao, Jin Zhang

“…This study propels the scalability of carbon-nanotube-array fabrication for future carbon-based electronics.…”
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2.5D Inductive Intertwined Frequency Selective Surface for Band-Pass and High Miniaturization Applications by Juan Andres Vasquez-Peralvo, Rocio Chueca Lasheras, Juan Carlos Merlano Duncan, Shuai Zhang, Pavel Pechac, Vaclav Kabourek, Symeon Chatzinotas

“…To further validate the design and demonstrate its scalability, a prototype was designed and fabricated for operation at 2.4 GHz, addressing the measurement challenges associated with the original 0.268 GHz design. …”
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Automatic priority analysis of emergency response systems using internet of things (IoT) and machine learning (ML) by Abu S.M. Mohsin, Shadab H. Choudhury, Munyem Ahammad Muyeed

“…Additionally, a web dashboard was deployed to visualise sensor and projected data in real-time, guaranteeing accessibility and scalability. This allowed users to engage with the system through an intuitive interface and obtain timely alerts and insights. …”
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SymbolNet: neural symbolic regression with adaptive dynamic pruning for compression by Ho Fung Tsoi, Vladimir Loncar, Sridhara Dasu, Philip Harris

“…Contrary to GP, the NN approach to SR offers scalability to high-dimensional inputs and leverages gradient methods for faster equation searching. …”
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Emergency Medicine and Rapid Response Virtual Team (EM-RRVT): Insights from the Hajj 1445/2025 Experience by Sharafaldeen Bin Nafisah, Abdullah Mohammed Alhutrushi, Atheer Abdullah Abanmi, Mohammed Hassan Abujamous, Loay Hammad Sabbah, Layla Sulaiman AlSalehi, Ziyad Khater Alzahrani, Abdullah Abdulaziz Alwabel, Abdulaziz Suliman Alhomod, Mona Sahman Alsubaie

“…The establishment of the Emergency Medicine and Rapid Response Virtual Team proved to be both feasible and applicable. The scalability and flexibility of the service contributed to its efficiency.   …”
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Symmetry-invariant quantum machine learning force fields by Isabel Nha Minh Le, Oriel Kiss, Julian Schuhmacher, Ivano Tavernelli, Francesco Tacchino

“…However, the trainability and scalability of such models are still limited, due to both theoretical and practical barriers. …”
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Functional Skin Grafts: Where Biomaterials Meet Stem Cells by Amtoj Kaur, Swati Midha, Shibashish Giri, Sujata Mohanty

“…In addition, with newer biomaterials being adopted for fabricating patient-specific skin substitutes, issues related to escalating processing costs, scalability, and stability of the constructs under in vivo conditions have raised some concerns. …”
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Dual-hybrid intrusion detection system to detect False Data Injection in smart grids. by Saad Hammood Mohammed, Mandeep S Jit Singh, Abdulmajeed Al-Jumaily, Mohammad Tariqul Islam, Md Shabiul Islam, Abdulmajeed M Alenezi, Mohamed S Soliman

“…Future research should focus on integrating real-world smart grid data for validation, developing adaptive learning mechanisms, exploring other bio-inspired optimization algorithms, and addressing real-time processing and scalability challenges in large-scale deployments.…”
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Supporting Smart Manufacturing in the Space Industry: A Case Study by Ala Arman, Andrea Lombardo, Flavia Monti, Massimo Mecella

“…Results show low CPU usage (below 20%), consistent network throughput, and stable average data insertion times after initial peaks, demonstrating the architecture's scalability and efficiency.…”
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Ion‐Permeable Electrospun Scaffolds Enable Controlled In‐Vitro Electrostimulation Assay of Myoblasts by Serafina Pacilio, Francesco Decataldo, Roberta Costa, Tobias Cramer, Beatrice Fraboni, Giovanna Cenacchi, Maria Letizia Focarete

“…Abstract In‐vitro models are fundamental for studying muscular cell contractility and for wide‐screening of therapeutic candidates targeting skeletal muscle diseases, owing to their scalability, reproducibility, and circumvention of ethical concerns. …”
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