Research in data science at Princeton integrates three strengths: the fundamental mathematics of machine learning and artificial intelligence; the interdisciplinary application of those tools to solve a wide range of real-world problems; and deep examination and innovation regarding the societal implications of artificial intelligence, including issues such as bias, equity, job automation, and privacy.

News

  • Smiling man wearing a dark suit jacket

    Justice Department designates Mayer to serve as first chief science and technology adviser and chief AI officer

  • Three men pose in front of a cement wall.

    Engineers use AI to wrangle fusion power for the grid

  • Trio of headshots.

    Three faculty members named Sloan Research Fellows

  • Microscope image of the brain's cerebellum, showing multiple folds and layers labeled in green and blue.

    Spatial data adds ‘great new dimension’ to studies on cancer and development

  • Microscope image of tin crystals, showing protruding, jagged, smooth, and stunted 3-dimensional features.

    Researchers harness large language models to accelerate materials discovery

  • Leveraging language models for fusion energy research

Events

  • February 26

    12:30 pm

    Instance-Optimization: Rethinking Database Design for the Next 1000X

  • February 27

    12:30 pm

    Towards More Human-like Learning in Machines: Bridging the Data and Generalization Gaps

  • February 29

    12:30 pm

    Making Language Models Useful

  • March 04

    12:30 pm

    Rethinking Data Use in Large Language Models

  • March 04

    4:30 pm

    Content Curation in Online Platforms

  • March 04

    12:15 pm

    Learning Cloud Processes Across Scales Using Machine Learning

Faculty

  • Ryan P. Adams

    Computer Science

  • Amir Ali Ahmadi

    Operations Research and Financial Engineering

  • Christine Allen-Blanchette

    Mechanical and Aerospace Engineering

    Center for Statistics and Machine Learning

  • Sanjeev Arora

    Computer Science

  • Ryne Beeson

    Mechanical and Aerospace Engineering

  • Mark Braverman

    Computer Science

  • Matias D. Cattaneo

    Operations Research and Financial Engineering

  • Danqi Chen

    Computer Science

  • Daniel J. Cohen

    Mechanical and Aerospace Engineering

  • Pablo Debenedetti

    Chemical and Biological Engineering

  • Jia Deng

    Computer Science

  • Adji Bousso Dieng

    Computer Science

  • Jianqing Fan

    Operations Research and Financial Engineering

  • Adam Finkelstein

    Computer Science

  • Jaime Fernández Fisac

    Electrical and Computer Engineering

  • Robert Fish

    Computer Science

  • Ruth Fong

    Computer Science

  • Michael Freedman

    Computer Science

  • portrait of Aarti Gupta

    Aarti Gupta

    Computer Science

  • Jürgen Hackl

    Civil and Environmental Engineering

  • Kelsey Hatzell

    Mechanical and Aerospace Engineering

    Andlinger Center for Energy and the Environment

  • Elad Hazan

    Computer Science

  • Andrew Houck portrait

    Andrew Houck

    Electrical and Computer Engineering

  • Niraj Jha

    Electrical and Computer Engineering

  • Jerelle Joseph

    Chemical and Biological Engineering

    Bioengineering Initiative

  • Gillat Kol

    Computer Science

  • Aleksandra Korolova

    Computer Science

    Princeton School of Public and International Affairs

  • Sanjeev Kulkarni

    Electrical and Computer Engineering

    Operations Research and Financial Engineering

  • Xiaoyan Li

    Computer Science

  • Christos Maravelias

    Chemical and Biological Engineering

    Andlinger Center for Energy and the Environment

  • Jonathan Mayer

    Computer Science

  • Forrest Meggers

    Andlinger Center for Energy and the Environment

    Architecture

  • Prateek Mittal

    Electrical and Computer Engineering

  • Karthik Narasimhan

    Computer Science

  • Arvind Narayanan

    Computer Science

  • Ravi Netravali

    Computer Science

  • H. Vincent Poor

    Electrical and Computer Engineering

  • Yuri Pritykin

    Computer Science

    Lewis-Sigler Institute for Integrative Genomics

  • Peter Ramadge

    Electrical and Computer Engineering

  • Anu Ramaswami

    Civil and Environmental Engineering

    High Meadows Environmental Institute

    Princeton Institute for International and Regional Studies (PIIRS)

  • Ben Raphael portrait

    Ben Raphael

    Computer Science

  • Szymon Rusinkiewicz

    Computer Science

  • Sebastian Seung

    Computer Science

    Princeton Neuroscience Institute (PNI)

  • Mona Singh

    Computer Science

    Lewis-Sigler Institute for Integrative Genomics

  • Bartolomeo Stellato

    Operations Research and Financial Engineering

  • Olga Troyanskaya

    Computer Science

    Lewis-Sigler Institute for Integrative Genomics

  • Pramod Viswanath

    Electrical and Computer Engineering

  • Mengdi Wang

    Electrical and Computer Engineering

    Center for Statistics and Machine Learning

  • Huacheng Yu

    Computer Science

  • Ellen Zhong

    Computer Science