UC San Diego — CS Research

Computer science research from UC San Diego, spanning systems, bioinformatics, programming languages, and HCI.

Sample of the collection (25 of 3,456 items)

• Multiscale machine learning molecular mechanics for mechanism and stereoselectivity of Diels-Alderase catalysis University of San Diego Abstract Enzymes catalyze complex chemical transformations with remarkable efficiency and selectivity, yet their atomistic mechanisms…
• Physical Damage-Measured Response Correlation for Nonstructural Components Tested under Multi-Hazard (Earthquake and Fire) Demands in the CFS10 Building California Polytechnic State University This paper is the second of a set presented within the session: Findings from the CFS10 Multi-Hazard Test Program. The emphasis within…
• Long short-term memory networks as emulators for finite element models of nonlinear structural dynamic systems: part 2—results and perspectives University of California San Diego Abstract Building on the theoretical developments presented in Part 1, this companion paper (Part 2) implements the Recursive Averaged…
• Sharing digital health data responsibly: Balancing open science with participant privacy University of California San Diego Data sharing is essential for modern science, advancing transparency, reproducibility, and discovery. Emerging evidence shows that…
• Wearable-derived skin temperature dynamics during sleep reveal cardiovascular perfusion deficits through mechanistic modeling La Jolla Bioengineering Institute Classical statistics are commonly used to find differences between distributions of average skin temperature across populations.…
• BACHI: Boundary-Aware Symbolic Chord Recognition Through Masked Iterative Decoding on POP and Classical Music University of California San Diego Automatic chord recognition (ACR) via deep learning models has gradually achieved promising recognition accuracy, yet two key challenges…
• Single View Camera-Based Dynamic Airflow Sensing University of California San Diego Background-oriented schlieren (BOS) tomography has emerged as an effective tool for quantitatively visualizing and reconstructing…
• MusiCRS: Benchmarking Audio-Centric Conversational Recommendation University of California San Diego Conversational recommendation has advanced rapidly with large language models (LLMs), yet music remains a uniquely challenging domain in…
• Orca: Browsing at Scale Through User-Driven and AI-Facilitated Orchestration Across Malleable Webpages University of California San Diego Web-based activities span multiple webpages. However, conventional browsers with stacks of tabs cannot support operating and…
• How Reasoning Evolves from Post-Training Data: An Empirical Study Using Chess University of California San Diego How can you get a language model to reason in a task it natively struggles with? We study how reasoning evolves in a language model --…
• System-Level, Large-Scale Multidisciplinary Design Optimization of an Air Taxi Concept University of California San Diego The rise of urban air mobility as a solution to alleviate congestion in metropolitan areas has spurred the development of novel vertical…
• Forecasting change in groundwater storage: A multilayer perceptron model leveraging system dynamics simulation data New Mexico State University This study focuses on the Lower Rio Grande (LRG) region of Southern New Mexico, a semi-arid area facing significant water scarcity…
• Artificial intelligence and climate migration equity University of California San Diego In recent years, there has been a significant increase in the number of people displaced by climate-related damage to the physical and…
• Intelligent, Robust and Biomimetic Textile Sliding Tactile Sensor With Ultrabroad Frequency Perception for Cross‐Domain Object Recognition Anhui Polytechnic University ABSTRACT Wireless intelligent tactile perception systems that can replicate human touch are urgently needed for sensory restoration in…
• A hybrid piezoelectric resonator-based DC-DC converter University of California San Diego Piezoelectric resonators are becoming attractive alternatives to conventional magnetics in DC-DC converters due to their favorable…
• Invited: Post-Placement Buffering and Sizing Contest University of California San Diego The ISPD 2026 Contest [22] challenges participants to develop post-detailed placement buffering and sizing tools that optimize timing…
• DiffOP: Reinforcement Learning of Optimization-Based Control Policies via Implicit Policy Gradients University of California San Diego Real-world control systems require policies that are not only high-performing but also interpretable and robust. A promising direction…
• PATexGS: Perceptual-Adaptive Texture Scheduling for Visual Coherence in Textured Gaussian Splatting Huazhong University of Science and Technology 3D Gaussian Splatting (3DGS) has emerged as a mainstream solution for real-time rendering and high-fidelity novel view synthesis.…
• Input Matters: How Telepresence Control Devices Affect Performance, Sense of Control, and User Experience University of California San Diego Control devices are essential in shaping the user experience of telepresence robot operators. This is especially true for mobile…
• Advancing Computational Enzymology with Multiscale Machine Learning/Molecular Mechanics: Catalytic Mechanism and Stereoselectivity in Diels–Alderases University of Pittsburgh Enzymes catalyze complex chemical transformations with remarkable efficiency and selectivity, yet their atomistic mechanisms remain…
• OTenna: a reconfigurable free-space optical fabric for chip-to-chip interconnects University of California San Diego AI computing systems, warehouse robots, and autonomous drones all require unprecedented data movement bandwidth, low latency, and…
• Reducing weighted ensemble variance with optimal trajectory management Oregon Health & Science University Weighted ensemble (WE) is a path-sampling method that is conceptually simple, widely applicable, and statistically unbiased. In a WE…
• ChoiceMates: Supporting Unfamiliar Online Decision-Making with Multi-Agent Conversational Interactions University of California San Diego From purchasing a gift to deciding on a hobby, unfamiliar decisions—decisions without domain knowledge and experience—are frequent and…
• Improving inference in air pollution epidemiology: the case for rethinking multi-pollutant adjustment Health Canada Air quality regulations and programs are vital for protecting the public from harms caused by air pollution. To support these actions,…
• Beyond Wi-Fi: Private 5G for Better Multi-User Quality-of-Experience University of California San Diego Emerging edge-assisted applications demand not only low latency but consistent performance and fairness across multiple users. In this…

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