Rice University — CS Research

Computer science research from Rice University, including algorithms, systems, programming languages, and data science.

Sample of the collection (25 of 1,170 items)

• Reverse Engineering as a Component of Digital Ethnography: Studying Platformic Management on Honor Rice University Ethnographic studies of online labor platforms rarely involve analysis of proprietary platform code. This poster proposes reverse…
• Editorial: Mathematical physics methods and advanced materials in Frontier applications for underground engineering Yiying Feng et al. at simulating crack propagation and fractures in rock and other geomaterials. Ensuring that numerical results are independent of…
• Physics-Informed Machine Learning in Structural Engineering: A Scoping Review and Categorization of Physics Injection Methods Mitchell Institute In recent years, machine learning (ML) has become increasingly popular within the field of structural engineering. It has been used to…
• Performance Optimization of an R Shiny-based Digital Health Dashboard for Monitoring Small and Sick Newborn Care in Low-resource Hospital Settings Rice University Abstract Background Digital health dashboards can enhance health system performance by transforming routinely collected data into…
• PetaScale Data-Driven Seismology: Geohazard Discovery via Large Array Data Mining at the Edge, on Premise, and on the Cloud Earth and Space Research The accumulation of decades of continuous seismic observations, combined with the emergence of new sensing technologies (e.g.,…
• Data-driven robust Markov decision processes on Borel spaces: performance guarantees via an axiomatic approach Rice University We consider Markov decision processes (MDPs) with unknown disturbance distribution and address this problem using the robust Markov…
• Implementation Toolkit for Small and Sick Newborn Care: bridging the know–do gap through co-design of a global open-access knowledge management web platform and linked community University of London ABSTRACT Background Most births worldwide (>80%) occur in health care facilities, yet 2.3 million newborns die annually. If the know…
• Finding the perfect imperfection: Accelerated, computationally driven discovery and design of quantum defects Dartmouth College Optically addressable spin defects have emerged as the leading platforms for quantum sensing and communication in solid-state systems.…
• Nonstationary Stochastic Seismic Optimization of Base‐Isolated Nuclear Power Plant Equipped With Negative Stiffness Amplifying Damper Considering Dynamic Soil–Structure‐Interaction Beijing University of Technology ABSTRACT This paper proposes a nonstationary stochastic seismic optimization framework and investigates the performance enhancement of…
• Integrating Topic Modeling and LLM Prompt Engineering into a Human-driven Approach to Analyze Interview Transcripts Teresa Ober et al. Topic modeling has become a widely used unsupervised machine learning method for extracting latent themes from large textual datasets.…
• Llm-Based Framework for Improving Code Quality in Oilfield Data Acquisition Systems Houston Methodist Sugar Land Hospital Maintaining high quality code is critical for building reliable and secure software systems such as Maxwell, a well-site data…
• Control of Powered Ankle–Foot Prostheses on Compliant Terrain: A Quantitative Approach to Stability Enhancement University of Delaware Walking on compliant terrain presents a substantial challenge for individuals with lower-limb amputation, further elevating their…
• A Critical Review to Avoid Common Misinterpretations in Characterizing Graphene Oxide Kazan Federal University Strong interest in graphene oxide (GO) over the past decades has resulted in significant advances toward numerous applications and…
• Blockchain Quantitative Model Training Method Integrating Image Processing and Federated Learning: Asset Price Prediction for Multi-Institution Privacy Protection CITIC Group (China) Along with the rapid increase of multi-institution financial data, the traditional centralized forecast model is unable to achieve high…
• MOTIF-RF: Multi-template On-chip Transformer Synthesis Incorporating Frequency-domain Self-transfer Learning for RFIC Design Automation Rice University This paper presents a systematic study on developing multi-template machine learning (ML) surrogate models and applying them to the…
• Examination of Replicate Syntheses of Metal Organic Frameworks as a Window into Reproducibility in Materials Chemistry Oak Ridge National Laboratory Replicate experiments are a useful tool in understanding the repeatability of scientific measurements. In 2019, a systematic search for…
• Engaging and educating eclipse observers in the Heliophysics Big Year Rice University The “Heliophysics Big Year” was an extended “year” when major solar events engaged the public. NASA and the National Science Foundation…
• Patch-Based convolutional neural networks for multiple microstructural features detection in FIB-SEM micrographs of irradiated nuclear fuel Idaho National Laboratory Focused ion beam scanning electron microscopy (FIB-SEM) tomography has increasingly been utilized for acquiring three-dimensional (3D)…
• Data-Driven Framework to Quantify Nitrogen Process Resilience at Wastewater Treatment Plants Duke University Wastewater treatment plants are routinely and increasingly impacted by abnormal influent flow variations, driven by extreme weather and…
• Micrometer-Level Precision Cavity Regulation and Active Noise Suppression Method for VC-OA-ICOS System Based on Re-Entrant Order Recursion Theory Jilin University In the off-axis integrated cavity output spectroscopy (OA-ICOS) technology, the suppression of cavity mode noise remains the primary…
• Flow by design: a guided review of microfluidics for wearable biosensors Rice University The integration of microfluidics into wearable biosensors has enabled real-time, non-invasive access to physiological information…
• Implementation of ungrading in a course-based undergraduate research experience: a framework for an alternative assessment scheme in laboratory courses Rice University We provide a framework for the implementation of ungrading in course-based undergraduate research experiences (CUREs) and a case example…
• Opportunity Management for Business-to-Business (B2B) Service Organizations: A Theory-Informed Decision Support Framework Indiana University To meet sales targets with limited resources, business-to-business service firms must prioritize promising opportunities within large…
• Trust Dynamics in Driving Automation: The Effects of Driver Expectations and Error Consistency Rice University The advancement of driving automation systems is transforming surface transportation. Understanding how drivers develop trust in these…
• Efficient Optimization of Graded-Porosity Electrodes for Fast-Charging Lithium-Ion Batteries via Analytical Modeling Rice University Fast charging of lithium-ion batteries is hindered in thick electrodes by severe ionic transport limitations that accelerate lithium…

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