Fail-Safe Logic Design Strategies Within Modern FPGA Architectures by Priya A. Bhakta, Jim Plusquellic, Andrew Suchanek, Tom J. Mannos

“…Fail-safe computing refers to computing systems that revert to a non-operational safe state when a fault occurs. …”
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<i>Thirsty Earth</i>: a game-based approach to interdisciplinary water resource education by L. McGiven, K. Poland, C. Reinking, M. F. Müller, M. F. Müller

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Different city = different cycling behaviour? A comparative analysis of cycling behaviour in German cities by Stefan Huber, Sven Lißner, Paul Lindemann, Katrin Lubashevsky

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A Decentralized Digital Watermarking Framework for Secure and Auditable Video Data in Smart Vehicular Networks by Xinyun Liu, Ronghua Xu, Yu Chen

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Automated grading using natural language processing and semantic analysis by Ahmad Ayaan, Kok-Why Ng

“…. • Hybrid evaluation: The proposed methodology combines traditional NLP techniques with advanced semantic analysis to provide comprehensive evaluation of student answers; the system integrates both surface-level textual similarity and deep semantic analysis to evaluate open-ended student responses. • Weighted scoring: The system computes a weighted base score by combining four NLP metrics (Jaccard, edit distance, cosine similarity, normalized word count) and then blends this with a semantic similarity score from the Universal Sentence Encoder to assign marks. • Rule-based final scoring: The final scoring layer applies threshold logic to assign zero, partial, or full marks based on semantic score and word count, and flags responses that fall into ambiguous ranges for teacher review.…”
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A Systematic Review and Evaluation of Sustainable AI Algorithms and Techniques in Healthcare by Yehia Ibrahim Alzoubi, Ahmet E. Topcu, Ersin Elbasi

“…., Adaptive Sampling, AutoML for Model Compression (AMC)) that support low-power computing (e.g., edge computing, neuromorphic hardware, adaptive sampling). …”
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Breaking barriers: broadening neuroscience education via cloud platforms and course-based undergraduate research by Franco Delogu, Chantol Aspinall, Kimberly Ray, Anibal Solon Heinsfeld, Conner Victory, Franco Pestilli

“…Over four consecutive spring semesters (2021–2024), a total of 42 undergraduate students at Lawrence Technological University participated in computational neuroscience CUREs using brainlife.io, a cloud-computing platform. …”
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Learning stream plot: classroom activity visualization with daily learning log data by Izumi Horikoshi, Yuko Toyokawa, Kohei Nakamura, Rwitajit Majumdar, Hiroaki Ogata

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Semi-Empirical Approach to Evaluating Model Fit for Sea Clutter Returns: Focusing on Future Measurements in the Adriatic Sea by Bojan Vondra

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AICOM-MP: an AI-based monkeypox detector for resource-constrained environments by Tianyi Yang, Tianze Yang, Andrew Liu, Na An, Shaoshan Liu, Xue Liu

“…Under the Autonomous Mobile Clinics (AMCs) initiative, the AI Clinics on Mobile (AICOM) project is developing, open sourcing, and standardising health AI technologies on low-end mobile devices to enable health-care access in least-developed countries (LDCs). …”
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A tool for automatic parallelization of affine programs for systems with shared and distributed memory by Sh. G. Magomedov, A. S. Lebedev

“…The task of automatic parallelization of program code was formulated from the moment of the appearance of the first parallel computers made in Russia (for example, PS2000). To date, programming languages and technologies have been developed that simplify the work of a programmer (T-System, MC#, Erlang, Go, OpenCL), but do not make parallelization automatic. …”
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Can heart rate sequences from wearable devices predict day-long mental states in higher education students: a signal processing and machine learning case study at a UK university by Tianhua Chen

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Using Large Language Models to Automate Data Extraction From Surgical Pathology Reports: Retrospective Cohort Study by Denise Lee, Akhil Vaid, Kartikeya M Menon, Robert Freeman, David S Matteson, Michael L Marin, Girish N Nadkarni

“…MethodsA total of 84 thyroid cancer surgical pathology reports were assessed by two independent reviewers and the open-source FastChat-T5 3B-parameter LLM using institutional computing resources. …”
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Using malware for software-defined networking–based smart home security management through a taint checking approach by Ping Wang, Kuo-Ming Chao, Chi-Chun Lo, Wen-Hui Lin, Hsiao-Chung Lin, Wun-Jie Chao

“…For solving the dynamic taint propagation analysis problem, most approaches focus on cloud computing applications (apps) with malware threat analysis that involves program vulnerability analyses, rather than on the risk posed by suspicious apps connected to the cloud computing server. …”
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Full Characterization of the Depth Overhead for Quantum Circuit Compilation with Arbitrary Qubit Connectivity Constraint by Pei Yuan, Shengyu Zhang

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Entanglement of a chiral scalar on the torus by Nicolás Abate, David Blanco, Alan Garbarz, Mateo Koifman, Guillem Pérez-Nadal

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Optimizing software crowdsourcing requirements design through machine learning by Turki Alelyani

“…Abstract Crowdsourcing, a distributed computing model on the internet, has opened new avenues for software development. …”
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Quantum Edge Detection by Santiago Llorens, Walther González, Gael Sentís, John Calsamiglia, Ramon Muñoz-Tapia, Emili Bagan

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Maximal information propagation via lotteries by Jing Chen, Bo Li

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Blueprint for All-to-All-Connected Superconducting Spin Qubits by Marta Pita-Vidal, Jaap J. Wesdorp, Christian Kraglund Andersen

“…While recent experiments have successfully coupled two ASQs, how to realize a scalable architecture for extending this coupling to multiple distant qubits remains an open question. In this work, we resolve this challenge by introducing an architecture that achieves all-to-all connectivity between multiple remote ASQs. …”
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