Daniel Klein Division of Computer Science (EECS) unsupervised language acquisition, efficient algorithms for NLP, linguistically rich models of language, integrating symbolic and statistical methods for NLP, organization of the web, machine translation, information extraction
Kannan Ramchandran Division of Computer Science (EECS) Division of Electrical Engineering (EECS) statistical and sparse signal processing, adversarial and distributed machine learning, coded computing, privacy and security, scalable distributed video-on-demand delivery, coding theory, communications, information theory, peer-to-peer networking, blockchains
Alexandre Bayen Division of Electrical Engineering (EECS) control, optimization, machine learning, applications: transportation; mobile sensing; connected health
Nilah Ioannidis Division of Computer Science (EECS) computational biology, machine learning, artificial intelligence, genomics, personal genome interpretation, precision health, rare diseases, statistical genetics, molecular biology, biophysics
Henry Brady Dept of Political Science Goldman School of Public Policy comparative politics, public policy, electoral politics, political participation, survey research, program evaluation, statistical methods in the social sciences, social welfare policy, Soviet Union, inequality in America
Mark Wilson School of Education measurement, psychometrics, assessment, development of assessment resources, assessment systems
Kevin Weiner Dept of Neuroscience Dept of Psychology visual perception, face processing, comparative neuroanatomy, development, translational applications for patient populations
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
Steven E. Brenner Dept of Bioengineering Dept of Molecular & Cell Biology Dept of Plant and Microbial Biology molecular biology, computational biology, evolutionary biology, bioengineering, structural genomics, computational genomics, cellular activity, cellular functions, personal genomics
Alexander Katz Dept of Chemical & Biomolecular Engineering chemical engineering, nanoengineering, catalytic imprinted silicas, catalysts in biological systems, catalysis, chemical sensing
Murat Arcak Division of Electrical Engineering (EECS) control, intelligent systems and robotics, Cyber-Physical Systems, networks, transportation, applications of system theory to aerospace problems, Systems and Synthetic Biology
Gary Karpen Dept of Molecular & Cell Biology gene expression, cell biology, chromosome structure and function, drosophila melanogaster, centromere identity and function, biophysics, condensed phases
Richard A. Mathies Dept of Chemistry genomics, biophysical, bioanalytical, physical chemistry, laser spectroscopy, resonance Raman, excited-state reaction dynamics photoactive proteins, rhodopsins, microfabricated chemical biochemical analysis devices, forensics, infectious disease detection
Kristin Persson Dept of Materials Science and Engineering Lithium-ion Batteries, multivalent batteries, organic electrolytes, polar materials, datamining of materials properties for energy applications
William (Bill) D. Thompson Dept of Psychology cognition, cognitive science, artificial intelligence, learning, Problem solving, Reasoning, decision-making, Bayesian statistics, natural language processing, machine learning, computational modeling, collective decision-making, social networks
Sabeeha Merchant Dept of Molecular & Cell Biology Dept of Plant and Microbial Biology chloroplast, photosynthesis, algae, trace metals, genomics, synthetic biology, designer lipids, Chlamydomonas, Auxenochlorella, Dunaliella
Frederic Theunissen Dept of Integrative Biology Dept of Neuroscience behavior, cognition, brain, psychology, birdsong, vocal learning, audition, neurophysiology, speech perception, computational neuroscience, theoretical neuroscience
Alvin Cheung Division of Computer Science (EECS) program analysis, program synthesis, database application performance, big systems, big data, database management, database management systems, database design and construction, programming languages and compilers, programming languages
Baoxia Mi Dept of Civil and Environmental Engineering membrane separation, desalination, water purification, solar evaporation, wastewater reuse, environmental applications of nanomaterials
Jennifer Chayes Dept of Mathematics Dept of Statistics Division of Computer Science (EECS) phase transitions in computer science, structural and dynamical properties of networks, graphons, machine learning, ethical decision making, climate change
Dennis Baldocchi Dept of Environmental Science, Policy & Management biometeorology, climate change and ecosystems, biosphere-atmosphere interactions, agricultural meteorology, ecosystem ecology, carbon cycle, evaporation, ecohydrology, public impact research/scholarship, community-engaged research/scholarship
Mohammad Reza Kaazempur Mofrad Dept of Bioengineering Dept of Mechanical Engineering molecular cell biomechanics, bacterial communities / microbiomes, deep learning for biology and medicine