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Research Expertise and Interest

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Name

Department

mortgage markets, prepayment modeling, valuation, hedging, term structure modeling valuation of derivative securities, application of non-parametric estimation techniques, pricing of derivatives

Adityanand Guntuboyina

Dept of Statistics

nonparametric and high-dimensional statistics, shape constrained statistical estimation, empirical processes, statistical information theory

Mark W. Mueller

Dept of Mechanical Engineering

robotics, UAVs, estimation, control

Edmund Campion

Dept of Music

music, composition, musical application of computer technologies

Andrew Atwood

Dept of Architecture

architecture, architecture pedagogy, techniques of representation

Stephan Lammel

Dept of Neuroscience

neuroscience, Optogenetics, dopamine, motivation, reward, electrophysiological techniques

Alexis T. Bell

Dept of Chemical & Biomolecular Engineering

chemical engineering, heterogeneous catalysts, spectroscopic techniques, chemical reaction engineering

Kameshwar Poolla

Dept of Mechanical Engineering

Division of Electrical Engineering (EECS)

modeling, control, estimation, smart grids, renewable energy, electricity markets, transportation networks, integrated circuit design and manufacturing

Na Ji

Dept of Neuroscience

Dept of Physics

neuroscience, microscopy techniques, in vivo imaging, biophotonics, biophysics, adaptive optics, optics

Thomas Schutzius

Dept of Mechanical Engineering

nanoscale transport phenomena, micro/nanofabrication techniques, interfacial optical methods, thermodynamic and interfacial modeling

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

Dorit Hochbaum

Dept of Industrial Engineering & Operations Research

data mining, integer programming, discrete optimization, network flow techniques, clustering, image segmentation, machine vision, pattern recognition

Raveevarn Choksombatchai

Dept of Architecture

architecture, landscape design, space design, media and its effect upon design through filmic techniques and video investigations

Robert S. Zucker

Dept of Molecular & Cell Biology

Dept of Neuroscience

synaptic transmission, cellular neurophysiology: synaptic biophysics, properties of neural circuits, photolysis, vital dyes of vesicle membrane, electrophysiological techniques, neuromodulator

Ryan Tibshirani

Dept of Statistics

statistical computing, applications in public health, high-dimensional data analysis, nonparametric inference, artificial intelligence, machine learning

Barbara Romanowicz

Dept of Earth and Planetary Science

earth & planetary science, deep earth structure & dynamics, earthquake processes & scaling laws, real time estimation of earthquake parameters, development of modern broadband seismic and geophysical observatories, planetary seismology

Ken Ueno

Dept of Music

music composition, decolonizing music, noise, sound installations, music of Japan, extended vocal techniques, overtone singing, musical culture of Japan, experimental improvisation

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

Alexandre Bayen

Division of Electrical Engineering (EECS)

control, optimization, machine learning, applications: transportation; mobile sensing; connected health

Daniel M. Neumark

Dept of Chemistry

physical chemistry, molecular structure and dynamics, spectroscopy and dynamics of transition states, radicals, clusters, frequency and time-domain techniques, state-resolved photodissociation, photodetachment of negative ion beams

Judith P. Klinman

Dept of Chemistry

Dept of Molecular & Cell Biology

catalytic & regulatory mechanisms in enzyme-catalyzed reactions, kinetic, spectroscopic, stereochemical biological techniques, peptide- derived cofactors, nuclear tunneling & role of protein dynamics in catalysis, enzymatic activation of molecular oxygen

Amanda Coston

Dept of Statistics

causal inference, machine learning, nonparametric statistics, responsible AI, algorithmic fairness

Ying Cui

Dept of Industrial Engineering & Operations Research

continuous optimization, optimization under uncertainty, statistical estimations, machine learning, artificial intelligence

Fyodor Urnov

Dept of Molecular & Cell Biology

CRISPR gene editing for clinical applications

David Milnes

Dept of Music

music, directing, orchestral conducting technique, music ensemble

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