Many scientific applications produce repeated point pattern realizations across subjects, regions, or time. While such point patterns exhibit individual variation, we assume they arise from related point processes that share […]
Chain-of-thought (CoT) prompting can improve final-answer performance, but it does not guarantee that intermediate reasoning steps are faithful, valid, or checkable. This proposal studies how formal methods can make natural-language […]
Learning to be Community-Minded How do children learn to be part of a community, attentive to what’s going on around them and pitching in to help out? Barbara Rogoff builds […]
AI is advancing faster than ever. Join Praveen Krishna, chair of the AI Program Advisory Board, for a discussion of the latest developments shaping the field, from Agentic AI and AI orchestration to enterprise deployment, emerging regulations, local AI models, and breakthrough innovations. This is a monthly conversation series. Each session highlights timely trends and concludes […]
Working Hard Isn’t Enough: The Unspoken Rules That Shape Your Career With Ricky Koo Thursday, Aug. 13, 2026 | Noon PT Virtual via Zoom Hosted by UCLA Alumni Association, open to all UC alumni As a first-generation immigrant, career coach Ricky Koo was taught to work hard, stay humble, and let results speak. Sound familiar? […]
As datacenters scale up and become more geographically distributed, wide-area network inter-datacenter traffic, which typically consists of data-heavy tasks, has become increasingly prevalent. Some of the noteworthy challenges raised by […]
The rapid electrification of transportation is creating new interdependencies between power and transportation systems, particularly during extreme events and disasters. As electric vehicle (EV) adoption increases, evacuation-related charging demand, infrastructure disruptions, and limited access to energy resources introduce challenges that conventional power system planning and operation frameworks were not designed to address. Wildfires provide a […]
The Graduate Preparation Program (GPP) is a four-week intensive non-credit course offered in person on the main campus prior to the fall quarter, which is open to all current and newly admitted international graduate students. It focuses on English for Academic Purposes (EAP), academic skills, and cultural orientation. The program also provides a foundation for […]
Medical image representation has long been dominated by voxel-grid matrices. While their inherent structure and order work efficiently for various linear transformations and provide a seamless visualization method on monitors, […]
Genomes are often viewed as cooperative systems in which genes work together to support organismal function. Yet genetic elements can also act in ways that favor their own transmission or […]
Join us for an interactive discussion on current industry trends, emerging skills, and career opportunities, and learn how our Silicon Chip Design & Semiconductor Engineering courses are designed to help professionals build expertise, stay competitive, and achieve their educational and career goals. Whether you’re looking to advance in your current role, transition into a new field, or […]
This thesis explores iterative methods for solving elliptic partial differential equations (PDEs), which are used in computational fluid dynamics (CFD) to model a wide range of physical phenomena. The primary […]
Deep learning models trained on simulation and reanalysis data can now emulate turbulent geophysical flows at a small fraction of the computational cost of numerical solvers. Their scientific utility depends […]
Host-microbe systems are core to some of biology’s most consequential interactions, from the pathogens that drive infectious disease to symbionts affecting agricultural pest control and vector-borne disease transmission. Yet unlike the model organisms that have driven most of modern molecular biology, the microbes at the center of these interactions are rarely genetically tractable: many cannot […]
Interested in becoming a Special Education Teacher Assistant? Join us for an informative session to explore the courses designed to prepare you for success in inclusive and special education classrooms. We’ll provide an overview of the curriculum, discuss current industry trends and workforce demand, highlight career opportunities, and answer your questions about getting started. Your […]
Join UC Santa Cruz Healthcare Pathways for a live online information session to learn about our Premed Postbacc Cohort, Premed and Pre-Health DIY Pathways, and other program offerings. We’ll provide an overview of our programs and cover how to apply for our next admissions cycle, which opens August 7. We’ll also discuss the application process, admissions timeline, […]
Advances in microscopy have enabled the collection of high-quality single-cell datasets, providing new opportunities to identify the mechanisms underlying complex biological processes. In this work, we develop machine-learning frameworks using single-cell temporal data with the goal of predicting and providing insights into these mechanisms. We produce frameworks for two biological systems, bacterial spore germination, the […]
This PhD research focuses on developing reliable medical foundation models capable of reasoning across textual, visual, and interactive clinical information. The work investigates three complementary directions: improving medical reasoning through test-time scaling, training multimodal medical models with verifiable rewards, and synthesizing high-quality visual question-answering data from biomedical literature using generator-verifier frameworks. Building on these efforts, […]
Modern autonomous-driving models increasingly rely on learned representations and generated reasoning to interpret complex scenes and produce predictions or actions. However, it remains unclear what information these models encode, how that information is exposed through common interpretation methods, and whether their stated reasoning meaningfully influences their behavior. This research investigates these questions across motion-forecasting and […]
Join us for an inside look at how our AI Application Development courses provide hands‑on experience, industry‑driven projects, and the technical foundation you need to advance your career as an ML Engineer, MLOps Engineer, or Applied AI Researcher. Your speaker Kavitha Velusamy, Ph.D., brings more than 20 years of experience developing cutting-edge technologies at Amazon, NVIDIA, Cisco, […]