UC Irvine — CS Research

Computer science research from UC Irvine, including software engineering, machine learning, and information systems.

Sample of the collection (25 of 2,042 items)

• Disability-First AI Dataset Annotation: Co-designing Stuttered Speech Annotation Guidelines with People Who Stutter University of California, Irvine Despite efforts to increase the representation of disabled people in AI datasets, accessibility datasets are often annotated by…
• Mechanical control: parallel pathways for modulating movement University of California, Riverside Animals across diverse taxa navigate complex and unpredictable environments by modulating movement to maintain stability and efficiency.…
• Non-Stationary Kernel Learning in Gaussian Processes University of California, Irvine Abstract Gaussian processes (GPs) are powerful probabilistic models that define flexible priors over functions, offering strong…
• A Graph Neural Network Charge Model Targeting Accurate Electrostatic Properties of Organic Molecules The Mill Common methods for assigning atom-centered partial charges in computational chemistry, such as RESP and AM1-BCC, rely on quantum…
• Automating Project Management Systems with Hybrid AI: Leveraging Deep Learning and Graph Analytics for Resource Optimization American Jewish University Innovation in project management requires advanced analysis techniques that can model multiple unrelated project attributes and their…
• Towards Accurate Flood Forecasting: Integrating Satellite Data, Hydrological Modeling, and Deep Learning Ferdowsi University of Mashhad ABSTRACT In hydrologic modeling, forecasting peak floods is a complex and high‐priority task, particularly in regions with limited in…
• Cost-Aware Bayesian Optimization With Automatic Stop Condition Under Multi-Fidelity Constraints and Data Irvine University Abstract Bayesian optimization (BO) is increasingly employed in critical applications such as materials design to find optimal solutions…
• Bancroft: Genomics Acceleration Beyond On-Device Memory Kookmin University This paper presents Bancroft, a computational genomics acceleration platform for processing datasets far exceeding accelerator memory…
• Review on 6G communication network technology for sustainable renewable energy system: Implementations, constraints, and recommendations University of California, Irvine • Climate change and policies to reduce CO2 emissions have caused the electricity grid to switch to renewable energy sources. • *6G…
• A Conceptual Framework for Sustainable AI-ERP Integration in Dark Factories: Synthesising TOE, TAM, and IS Success Models for Autonomous Industrial Environments American Systems (United States) This study explores a conceptual framework for integrating Artificial Intelligence (AI) into Enterprise Resource Planning (ERP) systems,…
• Knowledge management model in the integration of open innovation and circular economy driven by digital intelligence: A comparative multi-case study Jilin University of Finance and Economics While emerging digital technologies—such as artificial intelligence, blockchain, big data analytics, and digital twins—have reshaped…
• Simultaneous Calibration of an Arbitrary Number of Multiresponse Computer Models University of California, Irvine Abstract In an increasing number of applications, designers have access to multiple computer models that typically have different levels…
• The Myth of Good Data: An Ecosystem Perspective on Data Integrity Breakdown and Rehabilitation California State University Los Angeles In recent years, a huge amount of excitement has surrounded the potential to transform organizations and institutions through…
• LLM4CVE: Enabling Iterative Automated Vulnerability Repair with Large Language Models University of California, Irvine Software vulnerabilities remain pervasive, even with the rise of AI-powered code assistants, advanced static analysis tools, and…
• Substrate Design and Multistate Manipulation of Ferroelectric Topological Insulators Henan Normal University Abstract Ferroelectric topological insulators realized in heterostructures of two topologically trivial two-dimensional materials have…
• Faulty Votes: The Hidden Cost of PR Election Complexity Jagiellonian University We seek to assess how informational challenges in open-list proportional representation (OLPR) systems contribute to higher incidence of…
• Localized Physics-Informed Gaussian Processes With Curriculum Training for Topology Optimization University of California, Irvine Abstract We introduce a simultaneous and meshfree topology optimization (TO) framework based on physics-informed Gaussian processes…
• SEEK: Self-Adaptive Explainable Kernel for Nonstationary Gaussian Processes University of California, Irvine Abstract Gaussian processes (GPs) are powerful probabilistic models that define flexible priors over functions, offering strong…
• Bridging the Binary Analysis Gap: A Cross-Compiler Dataset and Neural Framework for Industrial Control Systems University of California, Irvine Industrial Control Systems (ICS) rely heavily on Programmable Logic Controllers (PLCs) to manage critical infrastructure, yet analyzing…
• Electrokinetic versus leaky-dielectric modelling of electrosprays operating in the cone-jet mode University of California, Irvine The Taylor–Melcher leaky dielectric (LD) model is often used to study the physics of electrosprays operating in the cone-jet mode.…
• CAPA: Continuous-Aperture Arrays for Revolutionizing 6G Wireless Communications University of Hong Kong In this article, a novel continuous-aperture array (CAPA)-based wireless communication architecture is proposed, which relies on an…
• Optimized step size control within the Rosenbrock solvers for stiff chemical ordinary differential equation systems in KPP version 2.2.3_rs4 Forschungszentrum Jülich Abstract. Numerical integration of multiphase chemical kinetics in atmospheric models is challenging. The underlying system of ordinary…
• Multimodal Sleep Stage and Sleep Apnea Classification Using Vision Transformer: A Multitask Explainable Learning Approach University of Turku Sleep is an essential component of human physiology, contributing significantly to overall health and quality of life. Accurate sleep…
• Feasibility Study of Curvature Effect in Flexible Antenna Arrays for 2-Dimensional Beam Alignment of 6G Wireless Systems University of California, Irvine This article investigates the influential role of flexible antenna array curvature on the performance of 6 G communication systems with…
• The situatedness of instructional quality—How situated are college students' ratings? University of Rostock BACKGROUND: Student ratings are commonly used to evaluate classroom processes. Research suggests that these ratings are not solely based…

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