Photo of Yindalon Aphinyanaphongs
Yindalon Aphinyanaphongs

Yindalon Aphinyanaphongs

Assistant Professor of Population Health

Email: Yindalon.Aphinyanaphongs at nyulangone.org

Ext: 212-263-9041

Research Interests: population health, translational science, ML for healthcare

Photo of S. Farokh Atashzar
S. Farokh Atashzar

S. Farokh Atashzar

Assistant Professor of Electrical and Computer Engineering

Email: f.atashzar at nyu.edu

Research Interests: Robotics

Photo of Anasse Bari
Anasse Bari

Anasse Bari

Clinical Professor of Computer Science

Email: abari at cs.nyu.edu

Ext: 8-3227

Research Interests: Predictive Analytics, Machine Learning, Biologically Inspired Knowledge Discovery, and Data Science

Photo of Juan Bello
Juan Bello

Juan Bello

Professor of Music Technology and Computer Science and Engineering, Director CUSP

Email: jb2843 at nyu.edu

Ext: (212) 998-5736

Research Interests: audio processing, machine listening

Photo of Enrico Bertini
Enrico Bertini

Enrico Bertini

Associate Professor of Computer Science and Engineering

Email: enrico.bertini at nyu.edu

Ext: (646) 997-3731

Research Interests: information visualization, user interfaces for AI

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Saul Blecker

Saul Blecker

Assistant Professor of Population Health

Ext: 646-501-2513

Research Interests: Clinical Decision Support

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Ned Block

Ned Block

Silver Professor of Philosophy

Email: ned.block at nyu.edu

Ext: 212-998-8322

Research Interests: philosophy of mind, philosophy of neuroscience and cognitive science

Photo of Richard Bonneau
Richard Bonneau

Richard Bonneau

Professor of Biology and Computer Science

Email: rb133 at nyu.edu

Ext: 2-9516

Research Interests: Algorithms for learning regulatory networks/biological control, computational structural biology, and systems-biology.

Photo of Samuel Bowman
Samuel Bowman

Samuel Bowman

Assistant Professor of Linguistics and Data Science

Email: bowman at nyu.edu

Research Interests: Linguistics, Natural Language Processing

Photo of Joan Bruna
Joan Bruna

Joan Bruna

Assistant Professor of Computer Science and Data Science

Email: bruna at cs.nyu.edu

Ext: 8-3162

Research Interests: ML, high-dimensional statistics, signal processing, computer vision

Photo of Russel Caflisch
Russel Caflisch

Russel Caflisch

Professor of Mathematics and Director, Courant Institute

Email: caflisch at courant.nyu.edu

Ext: 8-3184

Research Interests: applied math, PDEs, fluid dynamics, plasma physics, materials science, Monte Carlo methods, and computational finance

Photo of David Chalmers
David Chalmers

David Chalmers

University Professor of Philosophy and Neuroscience

Email: chalmers at nyu.edu

Research Interests: cognitive science, philosophy of mind, philosophy of language, metaphysics, epistemology

Photo of Xi Chen
Xi Chen

Xi Chen

Associate Professor of Technology, Operations, and Statistics

Email: xichen at nyu.edu

Research Interests: ML and optimization, high-dimensional statistics, operations research

Photo of Yi-Jen Chiang
Yi-Jen Chiang

Yi-Jen Chiang

Associate Professor of Computer Science and Engineering

Email: chiang at nyu.edu

Ext: 646.997.3395

Research Interests: Computer Graphics and Visualization: big data analysis and visualization, out-of-core graphics and scientific visualization, isosurface extraction, surface simplification and view-dependent rendering, volume simplification, graphics compression, volume rendering, computational topology and topology-driven visualization, robot motion planning.

Photo of Kyunghyun Cho
Kyunghyun Cho

Kyunghyun Cho

Associate Professor of Computer Science and Data Science

Email: kyunghyun.cho at nyu.edu

Ext: 8-3366

Research Interests: Machine learning, natural language, machine translation, artificial intelligence

Photo of Sumit Chopra
Sumit Chopra

Sumit Chopra

Associate Professor of Computer Science and Radiology

Email: sumit at cs.nyu.edu

Research Interests: Machine Learning for Healthcare

Photo of Anna Choromanska
Anna Choromanska

Anna Choromanska

Assistant Professor of Electrical and Computer Engineering

Email: ac5455 at nyu.edu

Ext: (646) 997-0269

Research Interests: ML, theory, robotics

Photo of Rumi Chunara
Rumi Chunara

Rumi Chunara

Assistant Professor of Computer Science and Engineering, and Biostatistics

Email: rumi.chunara at nyu.edu

Ext: +1 (212) 992-6338

Research Interests: public health informatics

Photo of Kyle Cranmer
Kyle Cranmer

Kyle Cranmer

Professor of Physics

Email: kyle.cranmer at nyu.edu

Ext: (212) 998-7736

Research Interests: particle physics, machine learning, statistics, open science, cyberinfrastructure

Photo of Ernest Davis
Ernest Davis

Ernest Davis

Professor of Computer Science

Email: davise at cs.nyu.edu

Ext: 8-3123

Research Interests: Artificial intelligence, knowledge representation, and automated commonsense reasoning.

Photo of Vasant Dhar
Vasant Dhar

Vasant Dhar

Professor of Information Systems

Email: vdhar at stern.nyu.edu

Research Interests: data mining, predictive analytics, trustworthy AI

Photo of Moira Dillon
Moira Dillon

Moira Dillon

Assistant Professor of Psychology

Email: moira.dillon at nyu.edu

Ext: (212) 998-3693

Research Interests: Cognitive Development in Adults and Children

Photo of Brendan Dolan-Gavitt
Brendan Dolan-Gavitt

Brendan Dolan-Gavitt

Assistant Professor of Computer Science and Engineering

Email: brendandg at nyu.edu

Ext: (646) 997-3489

Research Interests: data management, ethical and responsible data science

Photo of Yury Dvorkin
Yury Dvorkin

Yury Dvorkin

Assistant Professor of Electrical and Computer Engineering

Email: dvorkin at nyu.edu

Ext: (646).997.3894

Research Interests: Smart Grids

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Joshua Epstein

Joshua Epstein

Professor of Epidemiology

Email: je65 at nyu.edu

Ext: 2-3702

Research Interests: agent-based modeling

Photo of Chen Feng
Chen Feng

Chen Feng

Assistant Professor of Civil Engineering

Email: cfeng at nyu.edu

Research Interests: Computer vision

Photo of Rob Fergus
Rob Fergus

Rob Fergus

Professor of Computer Science

Email: fergus at cs.nyu.edu

Ext: 8-3353

Research Interests: Machine Learning and computer vision

Photo of Carlos Fernandez-Granda
Carlos Fernandez-Granda

Carlos Fernandez-Granda

Assistant Professor of Mathematics and Data Science

Email: cfgranda at cims.nyu.edu

Ext: 212-998-3289

Research Interests: theory of inverse problems, machine learning, and data-driven medicine

Photo of Juliana Freire
Juliana Freire

Juliana Freire

Professor of Computer Science and Data Science

Email: juliana.freire at nyu.edu

Ext: (646) 997-4128

Research Interests: databases, visualization, automated machine learning

Photo of Siddharth Garg
Siddharth Garg

Siddharth Garg

Assistant Professor

Email: sg175 at nyu.edu

Ext: 646.997.3656

Research Interests: Computer Security, Hardware Design

Photo of Krzysztof Geras
Krzysztof Geras

Krzysztof Geras

Assistant Professor of Radiology

Email: k.j.geras at nyu.edu

Research Interests: Machine Learning for Medical Imaging

Photo of Guido Gerig
Guido Gerig

Guido Gerig

Computer Science and Engineering Department Chair; Institute Professor; Professor of Biomedical Engineering

Email: gerig at nyu.edu

Ext: (646) 997-3975

Research Interests: Medical Imaging

Photo of David Grier
David Grier

David Grier

Professor of Physics

Email: david.grier at nyu.edu

Ext: (212) 998-3713

Research Interests: Soft Matter Physics

Photo of Ralph Grishman
Ralph Grishman

Ralph Grishman

Professor of Computer Science

Email: grishman at cs.nyu.edu

Ext: 8-3497

Research Interests: Natural language processing.

Photo of Seth Gross
Seth Gross

Seth Gross

Associate Professor of Medicine

Research Interests: gastroentherology and hepatology, AI in medicine

Photo of Todd Gureckis
Todd Gureckis

Todd Gureckis

Associate Professor

Email: todd.gureckis at nyu.edu

Ext: (212) 998-3794

Research Interests: memory, learning, and decision processes which allow us to carry out intelligent and adaptive behaviors

Photo of Catherine Hartley
Catherine Hartley

Catherine Hartley

Assistant Professor of Psychology

Email: cate at nyu.edu

Ext: (212) 998-2104

Research Interests: characterizing the diverse learning and decision-making processes that support adaptive motivated behavior.

Photo of He He
He He

He He

Assistant Professor of Computer Science and Data Science

Research Interests: Natural language processing, machine learning

Photo of David Heeger
David Heeger

David Heeger

Silver Professor of Neural Science

Email: david.heeger at nyu.edu

Ext: 212-998-7868

Research Interests: cognitive and computational neuroscience

Photo of Chinmay Hegde
Chinmay Hegde

Chinmay Hegde

Assistant Professor of Computer Science and Engineering

Email: chinmay.h at nyu.edu

Research Interests: Machine Learning

Photo of David Hogg
David Hogg

David Hogg

Professor of Physics

Email: david.hogg at nyu.edu

Ext: (212) 992-8781

Research Interests: observational astrophysics

Photo of Leora Horwitz
Leora Horwitz

Leora Horwitz

Associate Professor of Population Health and Medicine

Ext: 646-501-2685

Research Interests: healthcare systems, quality and safety, healthcare systems, continuity and transitions

Photo of Panagiotis Ipeirotis
Panagiotis Ipeirotis

Panagiotis Ipeirotis

Professor of Information Systems and Data Science

Email: panos at stern.nyu.edu

Research Interests: crowdsourcing, ML, web data management, and social media analytics

Photo of Zhong-Ping Jiang
Zhong-Ping Jiang

Zhong-Ping Jiang

Professor of Electrical and Computer Engineering

Email: zjiang at nyu.edu

Ext: 646.997.3646

Research Interests: dynamical networks, nonlinear control, learning-based control, robust dynamic programming reinforcement learning

Photo of Li Jin
Li Jin

Li Jin

Assistant Professor of Civil and Urban Engineering

Email: lijin at nyu.edu

Ext: 646.997.3920

Research Interests: resilient control algorithms for cyber-physical systems with guarantees on efficiency in nominal settings, robustness against random perturbations, and survivability under strategic disruptions.

Photo of Vikram Kapila
Vikram Kapila

Vikram Kapila

Professor of Mechanical and Aerospace Engineering

Email: vkapila at nyu.edu

Ext: (718) 260-3161/3160

Research Interests: mechatronics, K-12 education

Photo of Julia Kempe
Julia Kempe

Julia Kempe

Professor of Computer Science, Mathematics and Data Science; Director of Center of Data Science

Email: kempe at nyu.edu

Ext: 8-3191

Research Interests: Data Science, Machine Learning, Quantum Computing

Photo of Farshad Khorrami
Farshad Khorrami

Farshad Khorrami

Professor of Electrical and Computer Engineering

Email: khorrami at nyu.edu

Research Interests: Robotics

Photo of Joo H. Kim
Joo H. Kim

Joo H. Kim

Associate Professor of Mechanical and Aerospace Engineering

Email: joo.h.kim at nyu.edu

Ext: 646.997.3073

Research Interests: dynamics and optimization, robotics

Photo of Florian Knoll
Florian Knoll

Florian Knoll

Assistant Professor of Radiology

Email: florian.knoll at nyulangone.org

Ext: 212-263-0335

Research Interests: MRI imaging, machine learning, inverse problems

Photo of Jelena Kovacevic
Jelena Kovacevic

Jelena Kovacevic

William R Berkeley Professor of Electrical and Computer Engineering, and Dean of Engineering

Email: jelenak at nyu.edu

Research Interests: biomedical imaging, multiresolution techniques, signal processing

Photo of Brenden Lake
Brenden Lake

Brenden Lake

Assistant Professor of Psychology and Data Science

Email: brenden at nyu.edu

Ext: 8-3059

Research Interests: cognitive science, machine learning

Photo of Yann LeCun
Yann LeCun

Yann LeCun

Silver Professor of Computer Science, Data Science, Neural Science, and Electrical and Computer Engineering

Email: yann at cs.nyu.edu

Ext: 8-3283

Research Interests: Machine learning, computer vision, autonomous robotics, computational neuroscience, computational statistics, computational economics, hardware architectures for vision, digital libraries, and data compression.

Photo of Jinyang Li
Jinyang Li

Jinyang Li

Professor of Computer Science

Email: jinyang at cs.nyu.edu

Ext: 8-3098

Research Interests: Distributed systems, operating systems, wireless networks.

Photo of Tal Linzen
Tal Linzen

Tal Linzen

Assistant Professor of Linguistics and Data Science

Email: linzen at nyu.edu

Research Interests: Computational Linguistics, Computational Cognitive Science,Human Language Comprehension and Processing

Photo of Giuseppe Loianno
Giuseppe Loianno

Giuseppe Loianno

Assistant Professor of Electrical and Computer Engineering and Mechanical Engineering

Email: loiannog at nyu.edu

Research Interests: Robotics

Photo of Yvonne Lui
Yvonne Lui

Yvonne Lui

Associate Professor of Radiology

Ext: 212-263-0338

Research Interests: concussion, traumatic brain injury, MRI, imaging, artificial intelligence, machine learning

Photo of Weiji Ma
Weiji Ma

Weiji Ma

Associate Professor of Psychology and Neuroscience

Email: weijima at nyu.edu

Research Interests: cognitive science, decision-making, planning, reinforcement learning, social cognition, working memory, neural networks, perception.

Photo of Laurence Maloney
Laurence Maloney

Laurence Maloney

Professor of Psychology and Neural Science

Email: laurence.maloney at nyu.edu

Ext: (212) 998-7851

Research Interests: biological visual perception, decision making and movement planning

Photo of Charles Marmar
Charles Marmar

Charles Marmar

Lucius N. Littauer Professor of Psychiatry; Chair, Department of Psychiatry

Ext: 212-263-7419

Research Interests: psychiatry, traumatic stress

Photo of Brian McFee
Brian McFee

Brian McFee

Assistant Professor of Music Technology and Data Science

Email: brian.mcfee at nyu.edu

Research Interests: music and multimedia analysis

Photo of Adam Meyers
Adam Meyers

Adam Meyers

Clinical Assistant Professor of Computer Science

Email: meyers at cs.nyu.edu

Ext: 212-998-3482

Research Interests: Computational Lexicography, Predicate Argument Structure, Machine Translation and Sentence Alignment, Corpus Annotation, Information Extraction for Technical Documents

Photo of Mehryar Mohri
Mehryar Mohri

Mehryar Mohri

Professor of Computer Science

Email: mohri at cs.nyu.edu

Ext: 8-3200

Research Interests: Machine learning, computational biology, text and speech processing, algorithms, and theory.

Photo of Christopher Musco
Christopher Musco

Christopher Musco

Assistant Professor of Computer Science and Engineering

Email: cmusco at nyu.edu

Ext: (646) 997 3346

Research Interests: Machine Learning for Imaging

Photo of Daniel Neill
Daniel Neill

Daniel Neill

Associate Professor of Computer Science, Public Service, and Urban Analytics

Email: daniel.neill at nyu.edu

Ext: x8-3295

Research Interests: event and pattern detection, public health and safety, spatial and subset scanning, urban systems

Photo of Jonathan Niles-Weed
Jonathan Niles-Weed

Jonathan Niles-Weed

Assistant Professor of Mathematics and Data Science

Email: jnw at cims.nyu.edu

Research Interests: Statistics, probability and the mathematics of data

Photo of Daniele Panozzo
Daniele Panozzo

Daniele Panozzo

Assistant Professor of Computer Science

Email: panozzo at cs.nyu.edu

Ext: 8-3208

Research Interests: geometry processing, computer graphics, scientific computing, computer vision

Photo of Benjamin Peherstorfer
Benjamin Peherstorfer

Benjamin Peherstorfer

Assistant Professor of Computer Science

Email: pehersto at cims.nyu.edu

Ext: 8-3297

Research Interests: model reduction, computational statistics, machine learning, scientific computing

Photo of Michael Picheny
Michael Picheny

Michael Picheny

Research Professor of Computer Science and Data Science

Email: map22 at nyu.edu

Research Interests: Speech Processing

Photo of Lerrel Pinto
Lerrel Pinto

Lerrel Pinto

Assistant Professor of Computer Science and Data Science

Email: lerrel.pinto at nyu.edu

Research Interests: Robotics

Photo of Maurizio Porfiri
Maurizio Porfiri

Maurizio Porfiri

Professor of Mechanical and Aerospace Engineering, and Biomedical Engineering

Email: mporfiri at nyu.edu

Ext: 646-997-3681

Research Interests: Dynamical Systems Theory: Controls, Networks, Nonlinear Dynamics, and Time-series

Photo of Foster Provost
Foster Provost

Foster Provost

Professor of Information Systems and Data Science; Andre Meyer Faculty Fellow; Director, Fubon Center, Data Analytics & AI

Email: fprovost at stern.nyu.edu

Research Interests: Integrating humans and AI systems to be better than either alone; Mining social network data; Privacy-friendly adtech; Micro-outsourcing for knowledge discovery and data quality; Active & costly data acquisition for modeling; Machine learning; Behavior profiling

Photo of Rajesh Ranganath
Rajesh Ranganath

Rajesh Ranganath

Assistant Professor of Computer Science and Data Science

Email: rajeshr at cs.nyu.edu

Ext: 8-3394

Research Interests: ML, probabilistic inference, ML for healthcare

Photo of Nargez Razavian
Nargez Razavian

Nargez Razavian

Assistant Professor of Population Health and Radiology

Email: nargez.razavian at nyulangone.org

Research Interests: Machine Learning, Artificial Intelligence, Predictive Analytics, Biomarker Discovery

Photo of Brandon Reagen
Brandon Reagen

Brandon Reagen

Associate Professor of Electrical and Computer Engineering and Computer Science and Engineering

Email: bjr5 at nyu.edu

Research Interests: hardware acceleration for deep learning and privacy-preserving machine learning

Photo of Oded Regev
Oded Regev

Oded Regev

Professor of Computer Science

Email: regev at cims.nyu.edu

Ext: 212-998-3771

Research Interests: Lattice-based cryptography, quantum computation, and mathematical aspects of theoretical computer science.

Photo of Robert Rehder
Robert Rehder

Robert Rehder

Professor of Psychology

Email: bob.rehder at nyu.edu

Ext: (212) 992-9586

Research Interests: how prior beliefs combine with our observation of property clusters to form our mental representation of categories, and how prior beliefs about possible causal mechanisms combine with observations of correlated variables to form our mental representation of causal relationships.

Photo of Ludovic Righetti
Ludovic Righetti

Ludovic Righetti

Associate Professor of Electrical and Computer Engineering, and Mechanical and Aerospace Engineering

Email: ludovic.righetti at nyu.edu

Research Interests: Robotics

Photo of Keith Ross
Keith Ross

Keith Ross

Leonard J. Shustek Professor of Computer Science and Engineering and Dean of Engineering and Computer Science at NYU Shanghai

Email: keithwross at nyu.edu

Ext: (646) 997-3859

Research Interests: networking, privacy, deep reinforcement learning

Photo of Cristina Savin
Cristina Savin

Cristina Savin

Assistant Professor of Neural Science and Data Science

Email: csavin at nyu.edu

Research Interests: learning and memory, neural circuits, probabilistic computation

Photo of Dennis Shasha
Dennis Shasha

Dennis Shasha

Professor of Computer Science

Email: shasha at cs.nyu.edu

Ext: 8-3086

Research Interests: Network inference and protein design for biology, software for searching databases of trees and graphs, outsourcing data while preserving privacy, finding patterns in time series, DNA computing, and puzzles.

Photo of Claudio Silva
Claudio Silva

Claudio Silva

Professor of Computer Science and Engineering, and Data Science

Email: csilva at nyu.edu

Ext: (646) 997-4093

Research Interests: visualization, urban informatics

Photo of Eero Simoncelli
Eero Simoncelli

Eero Simoncelli

Silver Professor of Neural Science, Mathematics, Data Science and Psychology

Email: eps2 at nyu.edu

Ext: (212) 998-3938

Research Interests: Computational neuroscience, visual/auditory perception, statistical image and signal processing

Photo of Daniel Sodickson
Daniel Sodickson

Daniel Sodickson

Professor of Radiology, and Neuroscience and Physiology

Email: Daniel.Sodickson at nyulangone.org

Ext: 212-263-4844

Research Interests: MRI, Biomedical Imaging

Photo of Arthur Spirling
Arthur Spirling

Arthur Spirling

Professor of Politics and Data Science

Email: arthur.spirling at nyu.edu

Ext: 212 998 8066

Research Interests: comparative politics

Photo of Julia Stoyanovich
Julia Stoyanovich

Julia Stoyanovich

Assistant Professor of Computer Science and Engineering and Data Science

Email: stoyanovich at nyu.edu

Research Interests: data management, ethical and responsible data science

Photo of Lakshminarayanan Subramanian
Lakshminarayanan Subramanian

Lakshminarayanan Subramanian

Professor of Computer Science

Email: lakshmi at cs.nyu.edu

Ext: 8-3485

Research Interests: networking, distributed systems, technology for developing world and public health

Photo of Julian Togelius
Julian Togelius

Julian Togelius

Associate Professor of Computer Science and Engineering

Email: julian.togelius at nyu.edu

Ext: (917) 285-3152

Research Interests: AI for games, game design, evolutionary computation

Photo of Aritotelos Tsirigos
Aritotelos Tsirigos

Aritotelos Tsirigos

Associate Professor of Pathology

Email: Aristotelis.Tsirigos at nyumc.org

Ext: (646) 501-2693

Research Interests: computational Biology, cancer biology

Photo of Mark Tuckerman
Mark Tuckerman

Mark Tuckerman

Professor of Chemistry and Mathematics

Email: mark.tuckerman at nyu.edu

Ext: (212) 998-8471

Research Interests: Theoretical chemistry: molecular dynamics and ab initio molecular dynamics simulations; enhanced sampling algorithms; crystal structure prediction; statistical mechanics.

Photo of Alexander Tuzhilin
Alexander Tuzhilin

Alexander Tuzhilin

Professor of Information Systems

Email: atuzhili at stern.nyu.edu

Research Interests: data mining, machine learning, personalization, recommender systems

Photo of Eric Vanden-Eijnden
Eric Vanden-Eijnden

Eric Vanden-Eijnden

Professor of Mathematics

Email: eve2 at cims.nyu.edu

Ext: (212) 998-3154

Research Interests: statistical mechanics, with applications molecular dynamics, materials science, fluids dynamics, and neural networks, foundations of ML

Photo of Yao Wang
Yao Wang

Yao Wang

Professor of Electrical & Computer Engineering, Biomedical Engineering, and Radiology; Associate Dean for Faculty Affairs

Email: yw523 at nyu.edu

Ext: 646.997.3469

Research Interests: video processing, medical imaging

Photo of Andrew Wilson
Andrew Wilson

Andrew Wilson

Assistant Professor of Computer Science and Data Science

Email: andrewgw at cims.nyu.edu

Research Interests: Machine Learning for Imaging, Artificial Intelligence, Predictive Analytics, Biomarker Discovery

Photo of Laure Zanna
Laure Zanna

Laure Zanna

Professor of Mathematics and Atmosphere/Ocean Science

Email: laure.zanna at nyu.edu

Ext: +1 212 998 3180

Research Interests: dynamics of the climate system, influence of ocean on climate, uncertainty quantification

Photo of Yingkai Zhang
Yingkai Zhang

Yingkai Zhang

Professor of Chemistry

Email: jz2 at nyu.edu

Ext: +86 (21) 20595121

Research Interests: computational chemical biology, molecular modeling, drug design

Photo of Quanyan Zhu
Quanyan Zhu

Quanyan Zhu

Associate Professor of Electrical and Computer Engineering

Email: quanyan.zhu at nyu.edu

Ext: 646.997.3371

Research Interests: Game Theory and Applications, Resilient and Secure Socio-Cyber-Physical Systems, Adversarial Machine Learning and Signal Processing, Human-Robot Interactions, Internet of Things, Game and Decision Theory for Cyber Security, Economics and Optimization of Infrastructure Systems, Resource Allocations in Communication Networks

Photo of Denis Zorin
Denis Zorin

Denis Zorin

Silver Professor of Computer Science and Mathematics, Chair, Computer Science Department

Email: dzorin at cs.nyu.edu

Ext: 8-3405

Research Interests: Computer graphics, geometric modeling, subdivision surfaces, multiresolution surface representations, fluid and solid simulation, and perceptually based methods for computer graphics.