UW Madison — CS Research

Computer science research from University of Wisconsin-Madison, covering databases, machine learning, and distributed systems.

Sample of the collection (25 of 4,573 items)

• ResCloud: Predictive Modeling of Temporal 3D Point Cloud Profiles for In-Process Qualification in Additive Manufacturing Atlanta VA Medical Center Abstract Quality assurance remains a critical challenge in additive manufacturing (AM), as process-induced variability often leads to…
• Revisiting phage–host inference from metagenome-assembled genomes reveals the need for scaffold-level validation University of Science and Technology of China Abstract Accurate phage–host prediction underpins ecological interpretation and experimental validation of uncultivated phages, yet most…
• Data-Driven Chance Constrained Mixed Integer Nonlinear Bilevel Optimization via Copulas University College London Process supply chains have at their core the functionalities of planning and scheduling as means to ensure their profitability and…
• Don't Let AI Agents YOLO Your Files: Shifting Information and Control to Filesystems for Agent Safety and Autonomy Shawn Zhong et al. AI coding agents operate directly on users' filesystems, where they regularly corrupt data, delete files, and leak secrets. Current…
• NaviNote: Enabling In-situ Spatial Annotation Authoring to Support Exploration and Navigation for Blind and Low Vision People University of Wisconsin–Madison GPS and smartphones enable users to place location-based annotations, capturing rich environmental context. Previous research…
• When Metrics Mislead: Parents’ Lived Realities in the Public Safety Net University of Wisconsin–Madison Public sector agencies increasingly rely on data and information systems to demonstrate that they “support” families. Yet, the metrics…
• Enhancing regional pest surveys: evaluating and guiding site selection with new methodology University of Wisconsin–Madison Implementing an extensive pest survey is expensive and time-consuming, so optimizing site selection is critical to success. Efficiently…
• The Use of Automated Linguistic Analyses to Support Experiential Quality Assurance University of North Carolina at Asheville OBJECTIVE: The objective was to combine a set of linguistic analyses for efficiently analyzing large amounts of qualitative data from…
• Effects of TMS on the Decoding and Electrophysiology of Priority in Working Memory University of Wisconsin–Madison The flexible control of working memory (WM) requires prioritizing immediately task-relevant information while maintaining information…
• Progress and new challenges in image-based profiling University of Colorado Anschutz Medical Campus For over two decades, image-based profiling has revolutionized cell phenotype analysis. Image-based profiling processes rich,…
• Physics-constrained neural ordinary differential equation models to discover and predict microbial community dynamics University of Wisconsin–Madison Microbial communities play essential roles in shaping ecosystem functions and predictive modeling frameworks are crucial for…
• Interpretation and Visualization of Distance Covariance Through Additive Decomposition of Correlations Formula University of Wisconsin–Madison Distance covariance is a widely used statistical methodology for testing dependence between two groups of variables. Despite its…
• Biogeosciences: an interactive open access EGU journal on biological, chemical, and physical interactions in the Earth system Planetary Science Institute As part of the celebration of 25 years of interactive open access publishing at the EGU, the Co-Chief Editors of Biogeosciences invite…
• Superconducting Qubits: An Evaluation of Architectures, Noise Sources, and Quantum Error Correction Strategies University of Wisconsin–Madison Superconducting qubits are a leading platform for quantum computation, yet decoherence and scalability challenges continue to limit…
• When Fatigue Shapes Trust: Perceptual Shifts beyond Performance in Physical Human-Robot Collaboration University of Wisconsin–Madison Human-Robot Collaboration (HRC) is increasingly common in physically demanding industrial settings. However, the impact of variable…
• Prioritization in working memory reduces interference via a beta band-linked transformation of the not-selected item University of Wisconsin–Madison We studied the effects of prioritization in a two-step retrocuing task in which male and female humans hold two items in working memory,…
• An overview of 3D field optimization for control of transport and edge instabilities on KSTAR Princeton Plasma Physics Laboratory Abstract An international team from several laboratories and universities has made key advances over the last few years in the control…
• A latent space approach to multi-material topology optimization University of Massachusetts Amherst Abstract This work presents a novel approach for designing multi-alloy structures by simultaneously optimizing the material and…
• Efficient measurement of neutral-atom qubits with matched filters The Ohio State University Quantum computers require high-fidelity measurement of many qubits to achieve a quantum advantage. Traditional approaches suffer from…
• Efficient estimation of unfactorizable systematic uncertainties University of California, Irvine Abstract Accurate assessment of systematic uncertainties is an increasingly vital task in physics studies, where large, high-dimensional…
• The Limits of Humans in Data Gathering: Documentation Error Rates in the Electronic Health Record in the Operating Room University of Wisconsin–Madison We studied the accuracy of nursing electronic health record (EHR) documentation during surgical procedures focusing on time-stamping of…
• CrossTraffic: An Open-Source Framework for Reproducible and Executable Transportation Analysis and Knowledge Management University of Wisconsin–Madison Transportation engineering often relies on technical manuals and analytical tools for planning, design, and operations. However, the…
• How to Support “Little Engineers:” Exploring Preschool Parent–Child Talk during an Engineering Bridge Challenge Texas Children's Hospital Although considerable research demonstrates the value of parent–child discourse about early mathematics during informal learning, less…
• Empirical Evaluation of Connected and Automated Driving Features in Production Vehicles University of Wisconsin–Madison In recent years, production vehicles have increasingly integrated connected and automated driving features (CADFs) to enhance the…
• A novel deep-learning model to convert DAS strain to geophone particle velocity: application to PoroTomo data from the Brady geothermal field King Fahd University of Petroleum and Minerals Distributed Acoustic Sensing (DAS) has emerged as a promising observational tool for a variety of geophysical monitoring applications.…

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