An NoC Traffic Compiler for Efficient FPGA Implementation of Sparse Graph-Oriented Workloads by Nachiket Kapre, André Dehon

“…Such offline traffic optimization eliminates the need for complex, runtime NoC hardware and enables lightweight, scalable NoCs. We perform load balancing, placement, fanout routing, and fine-grained synchronization to optimize our workloads for large networks up to 2025 parallel elements for BSP model and 25 parallel elements for Token Dataflow. …”
Get full text

Feasibility of Using H3PO4/H2O2 in the Synthesis of Antimicrobial TiO2 Nanoporous Surfaces by Benjamín Valdez-Salas, Ernesto Beltrán-Partida

“…Our work opens a new path for the rationale design of nanobiomaterials with “intelligent surfaces” capable of decreasing microbial adhesion, increasing osteoblast viability, and being scalable for industrial transfer.…”
Get full text

Robust Spike Sorting Using Dual Tree Complex Wavelet Transform: Overcoming Traditional Limitations by Gorkem Serbes

“…By providing robust and discriminative features under stringent resource constraints, the DT-CWT-based approach outperforms traditional methods, establishing itself as a preferred choice for scalable and efficient spike sorting in demanding scenarios.…”
Get full text

Enhancing Coverage and Efficiency in Wireless Sensor Networks: A Review of Optimization Techniques by Rajasekaran S, Shaik Mastan Vali

“…Ultimately, this paper contributes to the ongoing efforts to develop more adaptive, scalable, and energy-efficient solutions for WSN coverage optimization.…”
Get full text

Comparing extraction conditions for favorable yield of lutein and zeaxanthin from distiller’s grains by Emily Aicher, Abigail S. Engelberth

“…Investigating mixing ratios and particle sizes of distiller’s grains, as well as scalable extraction techniques, are the next steps in developing an industrial method of lutein and zeaxanthin recovery. …”
Get full text

Disassembly, refinement, and reassembly: From ancient papermaking to modern materials processing by Jing Shen, Meiyun Zhang

“…This work explores the pivotal role of papermaking in contemporary society within the broader context of materials science, highlighting its fundamental principles and the remarkable versatility of its scalable process. Papermaking, once central to the dissemination of knowledge worldwide, has now evolved into a key player in the sustainable production of environmentally friendly products, touching every aspect of modern life. …”
Get full text

Optimizing Deep Learning Acceleration on FPGA for Real-Time and Resource-Efficient Image Classification by Ahmad Mouri Zadeh Khaki, Ahyoung Choi

“…This work underscores the potential of FPGA-based solutions to enable scalable, low-latency DL deployments in domains such as autonomous systems, IoT, and mobile devices.…”
Get full text

Effect of Cornstover Char and Indigeneous Bacteria on the Physiochemical Properties and Hydrocarbon Degradation of Crude Oil - Contaminated soil by O. Ovie, L. E. Tudararo-Aherobo, A. C. Ibezute

“…The findings provide valuable insights for developing scalable, site-specific bioremediation strategies. …”
Get full text

Evaluating the Performance of Large Language Models in Predicting Diagnostics for Spanish Clinical Cases in Cardiology by Julien Delaunay, Jordi Cusido

“…This study highlights the potential of LLMs as a disruptive alternative to traditional ML and DL approaches, offering a more efficient, scalable, and flexible solution for medical diagnostics, particularly in the non-English-speaking population.…”
Get full text

Innovative approach of nomography application into an engineering educational context. by Trevor Blight, Pedro Martínez-Pagán, Leif Roschier, Daniel Boulet, Lorena Yepes-Bellver, Víctor Yepes

“…In this work, we introduce Nomogen, a Python package able to build reliable and scalable 3-variable nomograms while avoiding past drawbacks such as manipulating determinants or manually drawing the scales. …”
Get full text

Power Quality Assessment and Optimization in FUZZY-Driven Healthcare Devices by Dinesh Kumar Nishad, Saifullah Khalid, Rashmi Singh

“…The proposed system provides a scalable framework for modernizing power quality monitoring and control in healthcare facilities.…”
Get full text

Web-based single session therapy training for mental health support providers: a mixed-methods evaluation study protocol by Jasmine Joseph, Santhosh Kareepadath Rajan, N. T. Sudhesh, Uma Krishnan

“…Abstract The growing mental health needs and constrained resources in low- and middle-income countries necessitate scalable solutions. Single Session Therapy (SST) is a global trend in brief and cost-effective options for mental health interventions. …”
Get full text

High-rate quantum LDPC codes for long-range-connected neutral atom registers by Laura Pecorari, Sven Jandura, Gavin K. Brennen, Guido Pupillo

“…Recently, quantum error correction has experienced significant progress both in code development and experimental realizations, with neutral atom qubit architecture rapidly establishing itself as a leading platform in the field. Scalable quantum computing will require processing with QEC codes that have low qubit overhead and large error suppression, and while such codes do exist, they involve a degree of non-locality that has yet to be integrated into experimental platforms. …”
Get full text

Automatic Algorithm for Fractal Plant Art Image Similarity Feature Generation by Zhizhe Liu, Luo Sun

“…To protect the BOVW features of images, an inverted index based on word frequency division is designed, the index is stored in chunks, and an image secure similarity recognition scheme based on CNN (convolutional neural networks) features is proposed. The scalable hash index based on dimensional division is designed based on the image CNN features secure extraction algorithm. …”
Get full text

Spatial Intelligence in E-Commerce: Integrating Mobile Agents with GISs for a Dynamic Recommendation System by Mohamed Shili, Salah Hammedi, Mahmoud Elkhodr

“…The integration of GISs and mobile agents lays a strong foundation for future advancements in personalized e-commerce solutions, offering a scalable model for businesses looking to optimize marketing efforts and customer experiences.…”
Get full text

Evaluation of Machine Learning and Ensemble Learning Models for Classification Using Delivery Data by İrem Karakaya

“…The proposed framework offers a scalable solution for real-time predictive modeling and logistics optimization.…”
Get full text

Machine learning with knowledge constraints for design optimization of microring resonators as a quantum light source by Parisa Sadeghli Dizaji, Hamidreza Habibiyan

“…Abstract With careful design and integration, microring resonators can serve as a promising foundation for developing compact and scalable sources of non-classical light for quantum information processing. …”
Get full text

Spaced Seed Data Structures for De Novo Assembly by Inanç Birol, Justin Chu, Hamid Mohamadi, Shaun D. Jackman, Karthika Raghavan, Benjamin P. Vandervalk, Anthony Raymond, René L. Warren

“…De novo assembly of the genome of a species is essential in the absence of a reference genome sequence. Many scalable assembly algorithms use the de Bruijn graph (DBG) paradigm to reconstruct genomes, where a table of subsequences of a certain length is derived from the reads, and their overlaps are analyzed to assemble sequences. …”
Get full text

Supervised and Self-Supervised Learning for Assembly Line Action Recognition by Christopher Indris, Fady Ibrahim, Hatem Ibrahem, Götz Bramesfeld, Jie Huo, Hafiz Mughees Ahmad, Syed Khizer Hayat, Guanghui Wang

“…The findings highlight the potential for developing a scalable solution in the future, providing labour efficiency and safety compliance for manufacturers.…”
Get full text

The differentiation state of small intestinal organoid models influences prediction of drug-induced toxicity by Jessica A. Klein, Julia D. Heidmann, Tomomi Kiyota, Aaron Fullerton, Kimberly A. Homan, Julia Y. Co

“…Primary tissue-derived intestinal organoids, on the other hand, are a scalable Complex in vitro Model (CIVM) that recapitulates major intestinal cell lineages and function. …”
Get full text