Dorit Hochbaum Dept of Industrial Engineering & Operations Research data mining, integer programming, discrete optimization, network flow techniques, clustering, image segmentation, machine vision, pattern recognition
Ali Mesbah Dept of Chemical & Biomolecular Engineering model predictive control, learning-based control, low-temperature plasma processing, machine learning and control for plasmas, semiconductor manufacturing
Xiao-Jun Zhang Haas School of Business security valuation, financial statement analysis, accounting theory, corporate disclosure, auditing, international accounting, machine learning and asset pricing
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
David M. Auslander Dept of Mechanical Engineering control systems, simulation, mechatronics, real time software, energy management, satellite attitude control, demand response, machine control
Sandrine Dudoit Dept of Statistics School of Public Health statistics, machine learning, data science, applied statistics, statistical computing, computational biology, computational genomics, Precision Medicine, precision health
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
Christian Borgs Division of Computer Science (EECS) theoretical computer science, probability theory, combinatorics, complex networks, statistical physics, artificial intelligence, applications of artificial intelligence and machine learning in engineering and sciences
Guanyu Su Dept of Nuclear Engineering energy systems and technology, wireless sensor networks, machine learning, thermal hydraulics, heat and mass transfer in molten salt, high temperature thermal energy storage
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
Roberto Horowitz Dept of Mechanical Engineering adaptive control, machine learning, learning and nonlinear control, control of robot manipulators, computer mechatronics systems, micro-electromechanical systems (MEMS), intelligent vehicle, highways systems
Alberto Sangiovanni-Vincentelli Division of Electrical Engineering (EECS) Cyber-Physical Systems, System design, Electronic Design Systems, embedded system design, control, integrated circuits, theory, Machine learning applications to Energy Efficient Building and Health
Karl Britto Dept of Comparative Literature Dept of French Africa, cultural studies, the Caribbean, literature, francophone literature, colonial and postcolonial literature, Vietnam, gender and identity
Anant Sahai Division of Computer Science (EECS) Division of Electrical Engineering (EECS) machine learning, artificial intelligence, information theory, communications theory, wireless communication, cognitive radio, distributed control, spectrum sensing, spectrum sharing, spectrum policy, power consumption in communications systems
Nicholas Mathew Dept of Music Eighteenth- and nineteenth-century music in Europe and its colonies, music and politics, the political economy of sound media, pianos and pianism, music and materialism, Beethoven, Haydn, music in Vienna, London, aesthetics, piano performance, historical performance practices
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
Anthony J. Cascardi Dept of Comparative Literature comparative literature, literature, aesthetics, early modern literature, Spanish, Portuguese, French, Spanish Baroque
Timothy Tangherlini Dept of Scandinavian School of Information folklore, Danish culture, Danish cinema, Danish literature, 19th and 20th Century Scandinavian literature, digital humanities, culture analysis, machine learning, networks, Korean culture, public impact research/scholarship, community-engaged research/scholarship
Stephen Best Dept of English film, English literature, African American literature, literary culture, legal culture
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
Van P. Carey Dept of Mechanical Engineering mechanical engineering, use of machine learning to develop high performance energy conversion and thermal management technologies, micro-to-nanoscale modeling of the thermophysics of multiphase systems, waste plastic transport in environmental watersheds, waste plastic recycling
Samuel Otter Dept of English English, 19th century American literature, 17th and 18th century American literature, African American literature, Herman Melville, race in American culture, literature and history, discourse and ideology, word and image studies, close reading
Lexin Li School of Public Health neuroimaging data analysis, deep brain stimulation, brain-computer-interface, statistical machine learning, Deep Learning, reinforcement learning, networks data analysis, functional data analysis, tensor analysis, ordinary differential equations, dimension reduction, high dimensional inference
Denis Titov Dept of Molecular & Cell Biology Dept of Nutritional Sciences & Toxicology metabolism, aging, systems biology, computational biology
Robert Tjian Dept of Molecular & Cell Biology eukaryotic molecular biology; biochemistry, cellular differentiation, chromatin function, RNA synthesis, single cell imaging, single molecule imaging
Dorit Hochbaum
