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Reza Abbasi-Asl - Professor, Neuroscience
Status: Current Term Now Closed Weekly Hours: 12 or more hours Location: Off Campus
Deep neural networks achieve state-of-the-art performance in many tasks such as computer vision and natural language processing. Interpreting deep networks is essential for applying them to scientific applications such as healthcare. Two prominent approaches to interpret neural networks are saliency methods and network compression. However, both methods...
Digital Humanities and Data Science Biological & Health SciencesReza Abbasi-Asl - Professor, Neuroscience
Status: Current Term Now Closed Weekly Hours: 12 or more hours Location: Off Campus
Characterizing the the neural function in the brain and its relationship with connectivity is an eminent question of visual sensory processing. With the recent increase in the amount of the data collected from brain, tools based on machine learning principles play an essential role in understanding the brain function. The...
Digital Humanities and Data Science Biological & Health SciencesReza Abbasi-Asl - Professor, Neuroscience
Status: Current Term Now Closed Weekly Hours: 12 or more hours Location: Off Campus
Computational tools based on machine learning principles have shown promising results in analyzing medical images. Deep convolutional neural networks (CNNs) are one of the most successful tools in this domain. While most of the algorithms based on CNNs are supervised and with the increasing amount of un-labeled datasets, it...
Digital Humanities and Data Science Biological & Health SciencesReza Abbasi-Asl - Professor, Neuroscience
Status: Current Term Now Closed Weekly Hours: 12 or more hours Location: Off Campus
There is an immense amount of unstructured and uncollated data in neuroscience and bioinformatics that could be used to guide knowledge discovery. Large language models (LLMs) have shown potential in extracting and analyzing unstructured natural language corpora and are promising for semi-automated processing of text into scientific knowledge such...
Digital Humanities and Data Science Biological & Health SciencesDor Abrahamson - Professor, Education
Status: Full- no new appr needed Weekly Hours: 3-5 hrs Location: On Campus
We present an innovative educational design for basic arithmetic that responds to students’ documented difficulties with adding and subtracting positive and negative numbers. The design utilizes MOVES, a technological architecture that combines floor- and screen-projected interactive interfaces. Students enact arithmetic operations, e.g., “3 - (-2)” by walking along a projected...
Social Sciences Engineering, Design & Technologies Education, Cognition & PsychologyDor Abrahamson - Professor, Education
Status: Current Term Now Closed Weekly Hours: 3-5 hrs Location: On Campus
What do dancing and geometrical proof have in common? Turns out that in both of these disparate practices, we imagine lines to solve the common problem of perceptually engaging the environment to perform sensorimotor tasks. In dance, these lines have been called “attentional anchors.” In geometry, these lines are called...
Social Sciences Engineering, Design & Technologies Education, Cognition & PsychologyKathryn Abrams - Professor, Law
Status: Full- no new appr needed Weekly Hours: 3-5 hrs Location: On Campus
This project examines the mobilization of undocumented immigrants in Phoenix, beginning with resistance to SB 1070 and "enforcement by attrition" and continuing through the Trump administration. It seeks explain the emergence of a social movement of undocumented immigrants and analyze the practices through which social movement organizations support...
Social SciencesKathryn Abrams - Professor, Law
Status: Current Term Now Closed Weekly Hours: 3-5 hrs Location: On Campus
This project will focus on social movement activity, and analyze the legal strategies, tactical choices, and coalition building involved in rebuilding reproductive rights and attacking structural sources of reproductive inequality (including inequality on the basis of race, socioeconomic status, and immigration status) in abortion restrictive states. The primary focus of...
Social SciencesSabrina Agarwal - Professor, Anthropology
Status: Current Term Now Closed Weekly Hours: 6-8 hrs Location: On Campus
In 1855 Puerto Rico was struck by a cholera epidemic that killed nearly 10% of the population. Due to the high volume of the deceased and fear of the disease spreading further, a cemetery outside of the city walls of San Juan was established. With time, this mass grave was...
Social SciencesSabrina Agarwal - Professor, Anthropology
Status: Full- no new appr needed Weekly Hours: 6-8 hrs Location: On Campus
Working with human skeletal remains from archaeological sites, bioarchaeologists can help to reconstruct health profiles of past peoples. While there is good deal of historical and archaeological research on the later Middle Ages in Europe and more specifically in Italy, bioarchaeological studies of from Medieval Italy have focused primarily on...
Social SciencesSabrina Agarwal - Professor, Anthropology
Status: Full- no new appr needed Weekly Hours: 6-8 hrs Location: On Campus
An ongoing research of PI Agarwal's research and writing delves into the bioethics of bioarchaeological practice, scientific racism, and osteological conservation and collection. This project is focused on the history and ethical responsibility of scientists working with skeletal anatomical legacy collections particularly from India. India was the primary global red...
Social SciencesVinod Aggarwal - Professor, Political Science
Status: Current Term Now Closed Weekly Hours: 9-11 hrs Location: On Campus
The Berkeley Asia-Pacific Economic Cooperation Study Center (BASC) brings together scholars from various disciplines, institutes, and centers from Berkeley and around the world to foster collaborative research on APEC and other trade-related issues. We are looking for students interested in working on the US-China superpower competition, particularly...
Social SciencesVinod Aggarwal - Professor, Political Science
Status: Current Term Now Closed Weekly Hours: 9-11 hrs Location: Off Campus
In a world of rising inequality and globalization, international coordination on tax policy has increased in importance. In this project, I investigate how international tax coordination was formed between states and how changes to the global tax rules affect the international investment environment. I argue that the global minimum tax...
Social SciencesVinod Aggarwal - Professor, Political Science
Status: Current Term Now Closed Weekly Hours: 9-11 hrs Location: On Campus
Business and Politics is an internationally ranked, peer-reviewed international political economy journal. This is a fantastic opportunity for students who desire social science writing and editing experience. This URAP also provides a unique inside look at the academic publishing process...
Social SciencesVinod Aggarwal - Professor, Political Science
Status: Current Term Now Closed Weekly Hours: 9-11 hrs Location: Off Campus
While most developing countries have adopted renewable energy policies, adopters vary widely in their success to kickstart a renewable energy industry. Some have installed a lot of renewable energy like Thailand and Vietnam, while others like Indonesia struggle to sustain investment. This project leverages firm level data to understand how...
Social SciencesAlice Agogino - Professor, Mechanical Engineering
Status: Current Term Now Closed Weekly Hours: to be negotiated Location: On Campus
Description: Squishy robots are rapidly deployable mobile sensing robots for disaster rescue, remote monitoring and space exploration. Our emergent technologies are at the fusion of robotics, mobile sensing, machine learning, big data fusion and smart IoT (Internet of Things). Our first target market is the HazMat and CBRNE (Chemical, biological...
Engineering, Design & Technologies Social SciencesAlice Agogino - Professor, Mechanical Engineering
Status: Current Term Now Closed Weekly Hours: to be negotiated Location: On Campus
Squishy robots are rapidly deployable mobile sensing robots for disaster rescue, remote monitoring and space exploration. Our emergent technologies are at the fusion of robotics, mobile sensing, machine learning, big data fusion and smart IoT (Internet of Things). This semester we will focus on smart sensor robots for early detection...
Engineering, Design & Technologies Social SciencesAlice Agogino - Professor, Mechanical Engineering
Status: Full- no new appr needed Weekly Hours: to be negotiated Location: On Campus
Project #1. theDesignExchange.org: (1) theDesignExchange: We are in the process of designing and developing the DesignExchange, an interactive web portal for the design and design strategy community. The DesignExchange aims to meet three needs: consolidate and organize the many design and design research methods used, develop a community of practitioners...
Engineering, Design & Technologies Social SciencesAlice Agogino - Professor, Mechanical Engineering
Status: Full- no new appr needed Weekly Hours: 9-11 hrs Location: Off Campus
This research project originated from a longstanding relationship between the Pinoleville Pomo Nation from Northern California and an interdisciplinary research group from UC Berkeley. After conversations with the Tribal Council and researchers’ participation in tribal gatherings, issues around well-being, and education were identified as areas of common interest. One...
Engineering, Design & Technologies Social SciencesBassem Al-Sady - Professor, UC San Francisco
Status: Current Term Now Closed Weekly Hours: to be negotiated Location: On Campus
Genes in our genome can be kept in active or inactive states in different cell types. Genes coding for opposing cell types are heritably kept inactive. This is possible because a gene repressive structure called heterochromatin can “grow” over regions containing these genes in some, but not other cell types...
Ahmed Alaa - Professor, Electrical Engineering and Computer Science
Status: Current Term Now Closed Weekly Hours: 12 or more hours Location: On Campus
Conformal prediction (CP) is a model-agnostic and distribution-free method for quantifying uncertainty in black-box machine learning (ML) models. CP can be used to construct prediction sets/intervals that covers the true labels with a pre-determined probability as long as the training and testing data are exchangeable...
Digital Humanities and Data Science Engineering, Design & TechnologiesAhmed Alaa - Professor, Electrical Engineering and Computer Science
Status: Current Term Now Closed Weekly Hours: 12 or more hours Location: On Campus
Vision-Language Models (VLM) can support clinicians by analyzing medical images and engaging in natural language interactions to assist in diagnostic and treatment tasks. However, VLMs often exhibit "hallucinogenic" behavior, generating textual outputs not grounded in contextual multimodal information. This challenge is particularly pronounced in the medical domain, where we...
Digital Humanities and Data Science Engineering, Design & TechnologiesAhmed Alaa - Professor, Electrical Engineering and Computer Science
Status: Current Term Now Closed Weekly Hours: 12 or more hours Location: On Campus
Large language models (LLMs) pre-trained on large corpora of text have demonstrated incredible capabilities across with zero- or few-shot performance in new tasks that differ from their pre-training objectives. In this projects, we will study the zero-shot performance of LLMs for various clinical tasks using real...
Digital Humanities and Data Science Engineering, Design & TechnologiesAhmed Alaa - Professor, Electrical Engineering and Computer Science
Status: Full- no new appr needed Weekly Hours: 12 or more hours Location: On Campus
Institutional constraints and concerns over patient privacy impedes sharing of clinical data among researchers. High-fidelity synthetic data that mimics the real data distribution without revealing real data for individual patients can help empower and democratize research applying machine learning models to clinical problems. In this project, we will use...
Digital Humanities and Data Science Engineering, Design & TechnologiesReza Alam - Professor, Mechanical Engineering
Status: Current Term Now Closed Weekly Hours: 12 or more hours Location: On Campus
We are looking for motivated students who want to develop their experimental, theoretical, and computational analysis abilities. The goal of this research is to discover new theories that will be applied to ocean wave energy converter and off-shore structures. You will have the opportunity to design and conduct scientific...
Engineering, Design & TechnologiesReza Alam - Professor, Mechanical Engineering
Status: Current Term Now Closed Weekly Hours: 12 or more hours Location: On Campus
Ships spend $45B/year extra fuel because of encountering ocean waves en route, which translates to 1% of the world’s total Green House Gas (GHG) emission. If waves that a ship will encounter can be predicted, then through a smart routing algorithm a significant (>20%) improvement in the performance...
Engineering, Design & TechnologiesReza Alam - Professor, Mechanical Engineering
Status: Current Term Now Closed Weekly Hours: 12 or more hours Location: On Campus
We have a few experimental research projects in the area of fluid dynamics, aerodynamics, aerospace engineering, and ocean engineering. These are serious research projects that potentially can be done by undergraduate students. By serious it means that there is a potential for publication or presenting your results in national and...
Engineering, Design & TechnologiesReza Alam - Professor, Mechanical Engineering
Status: Full- no new appr needed Weekly Hours: 12 or more hours Location: On Campus
Two positions available: 1) Design and fabrication, 2) Modeling and Controller Design Field Oriented Control (FOC) is an advanced commutation and current control technique that allows Brushless DC (BLDC) motors to run more efficiently, with a higher power factor, with smoother motion (less torque ripple), and with no compromise in...
Engineering, Design & TechnologiesNima Alan - Professor, UC San Francisco
Status: Current Term Now Closed Weekly Hours: 9-11 hrs Location: On Campus
Assistant will remotely call patients before and after surgery to collect data and will review medical records for retrospective databases. Assistant will also have the opportunity to shadow in clinic and assist with in-person research tasks...
Amani Allen - Professor, Public Health
Status: Full- no new appr needed Weekly Hours: to be negotiated Location: Off Campus
Did you know that Latina women in the United States often face unique forms of discrimination and racism? Studies show that these experiences can significantly impact their mental and physical health. Latinas are not only navigating a complex social landscape but also shaping vibrant cultural narratives amidst these challenges. Join...
Social SciencesRodrigo Almeida - Professor, Environmental Science, Policy and Management
Status: Full- no new appr needed Weekly Hours: 6-8 hrs Location: On Campus
Grapevine leaf roll disease and red blotch disease are two economically important grape pathogens in California. The diseases are currently not curable, so mitigation efforts including roguing (removing infected plants) are used to reduce disease spread. Roguing requires correctly identifying infected plants, which can be difficult to do visually due...
Biological & Health SciencesRodrigo Almeida - Professor, Environmental Science, Policy and Management
Status: Current Term Now Closed Weekly Hours: 6-8 hrs Location: On Campus
Xylella fastidiosa is a xylem-limited bacterium associated with several important diseases in a wide range of plants. In California, the bacterium causes Pierce's Disease (PD) of grapevine, which has economic and management implications for the state's wine industry. The range of PD in California is limited by cold winter...
Biological & Health SciencesChristopher Ames - Professor, Neurological Surgery
Status: Full- no new appr needed Weekly Hours: to be negotiated Location: On Campus
At UCSF Spine Center, we have a number of studies related to patient outcomes after surgery. We have studies on frailty, pain and pain medication, personality changes from surgery, surgical complications, analysis of patient-reported outcomes with natural language processing, the effectiveness of a pre-habilitation program, and the effectiveness...
Biological & Health SciencesCameron Anderson - Professor, Business, Haas School
Status: Full- no new appr needed Weekly Hours: 9-11 hrs Location: On Campus
Apprentices are needed to work on a project related to power and risk-taking. Students will participate in a major meta-analysis project in which the effect of power on risk-taking is tested. Students will be responsible for reviewing relevant academic papers and their findings to be included in...
Social Sciences Education, Cognition & PsychologyCameron Anderson - Professor, Business, Haas School
Status: Current Term Now Closed Weekly Hours: 6-8 hrs Location: On Campus
Please write Project 2: Social Psychology and Business Lab at the top of your application if you are interested in applying to our lab. We are seeking to recruit 2-3 new Research Apprentices who are interested in finding out more about social psychology and business research to join our research...
Social Sciences Education, Cognition & PsychologyCameron Anderson - Professor, Business, Haas School
Status: Full- no new appr needed Weekly Hours: 6-8 hrs Location: On Campus
PLEASE SPECIFY in your application if you are interested in working on this project by mentioning the project title*** We are seeking to recruit a couple of Research Apprentices who are interested in finding out more about social psychology and business research to join our research lab. Our goal is...
Social Sciences Education, Cognition & PsychologyCameron Anderson - Professor, Business, Haas School
Status: Full- no new appr needed Weekly Hours: 6-8 hrs Location: On Campus
Apprentices are needed to work on projects related to perceptions of competence and social status. Students will conduct a major new lab experiment in which participants are videotaped conducting a consulting case interview. Students may be trained as interviewers, or manage lab logistics. Students will examine perceptions of competence and...
Social Sciences Education, Cognition & PsychologyDiliana Angelova - Professor, Art History
Status: Current Term Now Closed Weekly Hours: 3-5 hrs Location: On Campus
This project aims reconstructing no-longer extant or fragmentarily preserved Roman and Byzantine artworks...
Arts & HumanitiesDiliana Angelova - Professor, Art History
Status: Current Term Now Closed Weekly Hours: 3-5 hrs Location: On Campus
This project aims at creating a born-digital catalogue of Byzantine boxes made of ivory, bone, and wood. These objects, dated between the 10th and the 12th centuries, reveal an unusual side of Byzantium. They demonstrate that the Byzantines valued merrymaking, eroticism and the cultural heritage of Greece and Rome...
Arts & HumanitiesDiliana Angelova - Professor, Art History
Status: Current Term Now Closed Weekly Hours: 3-5 hrs Location: On Campus
Tasks associated with researching in the humanities...
Arts & HumanitiesSarah Anzia - Professor, Public Policy
Status: Current Term Now Closed Weekly Hours: 6-8 hrs Location: On Campus
The research is focused on local politics in the United States and will support a project about decision-making in local government. This project explores: 1) what local officials vote on in in US local government, 2) the role of partisanship in voting, and 3) how municipality size conditions the...
Social SciencesSarah Anzia - Professor, Public Policy
Status: Full- no new appr needed Weekly Hours: 6-8 hrs Location: On Campus
This project examines the role of businesses and business associations in local politics and local government in the United States. The project has two parts. One is a qualitative data collection focused on the local policy priorities and goals of chambers of commerce in cities and counties across the country...
Social SciencesFolklore Archivist - Archivist, Folklore Program
Status: Current Term Now Closed Weekly Hours: 3-5 hrs Location: On Campus
Students applying would ideally already be familiar with folklore genres (e.g. by having taken Anthropology 160, The Forms of Folklore, or an equivalent course) but we are also excited to welcome new students who are interested in learning more about the field. The basic work will entail filing, cataloging and...
Social Sciences Arts & HumanitiesColette (Coco) Auerswald - Professor, Public Health
Status: Current Term Now Closed Weekly Hours: 6-8 hrs Location: On Campus
Youth and Allies Against Homelessness (YAAH) is a research team based in i4Y (Innovations for Youth), a Berkeley School of Public Health research center. YAAH is made up of youth community members with lived experience of homelessness and undergraduate and graduate students who have experienced homelessness and/or who have...
Social Sciences Biological & Health SciencesColette (Coco) Auerswald - Professor, Public Health
Status: Current Term Now Closed Weekly Hours: 6-8 hrs Location: On Campus
Youth and Allies Against Homelessness (YAAH) is a research team based in i4Y (Innovations for Youth), a Berkeley School of Public Health research center. YAAH is made up of youth community members with lived experience of homelessness, undergraduate and graduate students who have experienced homelessness and/or who have demonstrated...
Social Sciences Biological & Health SciencesMilton Azevedo - Professor, Spanish and Portuguese
Status: Current Term Now Closed Weekly Hours: 3-5 hrs Location: On Campus
The project is intended to originate an essay-length study of the situation of the Spanish language in this country, including but not limited to its use in Hispanic/Latino communities, the press, radio, and television, education, government, and other areas, as well as the influence of English on Spanish...
Arts & Humanities Social SciencesErica Bailey - Professor , Business, Haas School
Status: Current Term Now Closed Weekly Hours: 3-5 hrs Location: On Campus
The goal of this research project is to understand how people create authentic connections, particularly in early stage relationships/dating. The aim of the research is to understand the psychological barriers to experiencing authentic interactions including psychological defensiveness and burnout, as well as antecedents to increasing authentic interactions such as...
Social Sciences Education, Cognition & PsychologyErica Bailey - Professor , Business, Haas School
Status: Current Term Now Closed Weekly Hours: 3-5 hrs Location: On Campus
A core human desire is to express and share our inner world with others. However, try as we might, we often fail to do so fully. In fact, a central human experience is being misunderstood by others. While common, we currently know very little about the psychological consequences of feeling...
Social Sciences Education, Cognition & PsychologyBarbara Baker - Professor, Plant and Microbial Biology
Status: Current Term Now Closed Weekly Hours: 9-11 hrs Location: Off Campus
In eukaryotes, small RNAs (20–30 nt) derived from double stranded RNA precursors direct proteins to regulate chromatin function, transcription, RNA stability, and translation through sequence-targeted mechanisms termed RNA silencing. Two main categories of plant small RNAs, microRNAs (miRNAs) and short interfering RNAs (siRNAs), guide cleavage of mRNA and...
Biological & Health SciencesDavid Bamman - Professor, Information, School of
Status: Current Term Now Closed Weekly Hours: 9-11 hrs Location: Off Campus
LitBank an annotated dataset of fiction to support tasks in natural language processing and the computational humanities. While it currently exists for English, we'll be branching out to create similar resources for other languages as well (including Spanish, Japanese, German and other languages). The primary research will involve carrying out...
Engineering, Design & Technologies Arts & Humanities Digital Humanities and Data Science