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Research Expertise and Interest

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Name

Department

David Bamman

School of Information

natural language processing, machine learning, digital humanities, computational social science, data science

David Foster

Dept of Neuroscience

behavioral neurophysiology of spatial learning and memory, hippocampus replay, computational models of reinforcement learning and navigationf

Aditi Krishnapriyan

Dept of Chemical & Biomolecular Engineering

Division of Computer Science (EECS)

machine learning, geometric deep learning, differentiable physics, dynamical systems, numerical methods, computational geometry, optimization

Jack L. Gallant

Dept of Neuroscience

computational neuroscience, vision science, attention, fMRI, language, natural scene perception, brain encoding, brain decoding

Chunlei Liu

Division of Electrical Engineering (EECS)

brain imaging, magnetic resonance imaging, remote neural modulation, biosystems and computational biology, signal processing

Daryl C. Chrzan

Dept of Materials Science and Engineering

materials science and engineering, computational materials science, metals and metallic compounds, defects in solids, growth of nanostructures

Grigory Tikhomirov

Division of Computer Science (EECS)

bioengineering, nanofabrication, nanorobotics, biosystems and computational biology, energy, integrated circuits, micro/nano electro mechanical systems, physical electronics

Sophia Rabe-Hesketh

School of Education

biostatistics, educational statistics, latent variable models, missing data methods, multilevel models, generalized linear latent and mixed models, hierarchical models, longitudinal data, Item response models, structural equation models

Susan Marqusee

Dept of Chemistry

Dept of Molecular & Cell Biology

amino acids, determinants of protein structure and folding, biophysical, structural and computational techniques, translocation, protein synthesis

Sheldon Zedeck

Dept of Psychology

statistics, organization, psychology, research methodology, industrial, social psychology, personnel, cross-cultural work values, decision-making research, work and family issues, the work values of Chinese employees

Katherine A. Yelick

Division of Computer Science (EECS)

high performance computing, partitioned Global Address Space programming, communication-avoiding algorithms, automatic performance tuning, high performance data analytics, computational biology

Sanjit Seshia

Division of Computer Science (EECS)

Division of Electrical Engineering (EECS)

formal methods, computational logic, electronic design automation, computer security, dependable computing, Cyber-Physical Systems, programming languages

Gopala Krishna Anumanchipalli

Division of Computer Science (EECS)

biosystems and computational biology, artificial intelligence, cyber-physical systems and design automation, human-computer interaction, signal processing, intelligent systems and robotics

Isaac L. Bleaman

Dept of Linguistics

sociolinguistics, language contact, language change, language maintenance, computational linguistics, syntax, phonetics, Yiddish, Jewish languages

Mark van der Laan

Dept of Statistics

School of Public Health

targeted learning, real-world data integration in RCTs, sequential adaptive designs, computational biology and genomics, censored data and survival analysis, medical research, inference in longitudinal studies

Koushik Sen

Division of Computer Science (EECS)

computer science, programming systems, software engineering, programming languages, computational logic, software testing, verification, model checking, runtime monitoring, performance evaluation

Marti Hearst

Division of Computer Science (EECS)

School of Information

information visualization, web search, search user interfaces, human-computer interaction, user interfaces, empirical computational linguistics, natural language processing, online education

Olga Holtz

Dept of Mathematics

numerical analysis, matrix and operator theory, approximation theory, wavelets and splines, orthogonal polynomials and special functions, analysis of algorithms and computational complexity

Jonathan Shewchuk

Division of Electrical Engineering (EECS)

scientific computing, computational geometry (especially mesh generation, numerical robustness, surface reconstruction, numerical methods, machine learning, physically-based animation

Alan Hammond

Dept of Statistics

probability, mathematical probability, statistical mechanics

Shirshendu Ganguly

Dept of Statistics

probability theory, statistical mechanics

Laura Waller

Division of Electrical Engineering (EECS)

computational optical imaging, light field cameras, metrology and inspection, phase retrieval, inverse problems in imaging, optical coherence theory, 3D imaging and display

Lisa Barcellos

School of Public Health

public health, genetic epidemiology, human genetics, autoimmune diseases, Multiple Sclerosis, systemic lupus erythematosus, rheumatoid arthritis, epigenetics, genomics, computational biology

Peter Bartlett

Dept of Statistics

Division of Computer Science (EECS)

machine learning, statistical learning theory, adaptive control

William A. Lester, Jr.

Dept of Chemistry

theoretical and physical chemistry, advances in basic theory, computational methods, study of molecular electronic structure, quantum Monte Carlo method, Born-Oppenheimer approximation

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