PG
Member Since 2008
Pierre Gentine Gentine
Professor, Columbia University
Professional Experience
Columbia University
Professor
2009 - Present
Education
Massachusetts Institute of Technology
Doctorate
2010
Current Roles
Member
Global Environmental Change Nominations Canvassing Committee
Member
College of Fellows Mentorship Committee
Honors & Awards
Publications
Data‐Driven Equation Discovery of a Cloud Cover Parameterization
A promising method for improving the representation of clouds in climate models, and hence climate projections, is to develop machine learning̴...
February 29, 2024
Causally‐Informed Deep Learning to Improve Climate Models an...
February 19, 2024
Response of Ecosystem Productivity to High Vapor Pressure De...
August 25, 2023
AGU Abstracts
Determining Optimal Prescribed Fire Burning Periods Using a Graph Neural Network-Based PM2.5 Emissions Forecasting System
ONLINE POSTER SESSION FOR BIOGEOSCIENCES I
biogeosciences | 22 january 2024
Kyleen Liao, Jatan Buch, Kara D. Lamb, Pierre Gent...
In regions like California, wildfires increasingly pose substantial threats to public health, infrastructure, agriculture, and ecosystems. Prescribed ...
View Abstract
Attention-Based Wildland Fire Spread Modeling Using Fire-Tracking Satellite Observations
RAPID FIRE DETECTION AND PREDICTION USING NEW GENERATION ARTIFICIAL INTELLIGENCE TECHNIQUES POSTER
global environmental change | 15 december 2023
Yufei Zou, Mojtaba Sadeghi, Yaling Liu, Alexandra ...
Modeling the spread of wildland fires is essential for assessing and managing fire risks. However, this task remains challenging due to the partially ...
View Abstract
Implementation of New Physics-Informed Machine Learning Ice Albedo Equation in Regional Climate Model and Implications for Surface Melting
MACHINE LEARNING AND THE CRYOSPHERE: DATA AND MODELING IV POSTER
cryosphere | 15 december 2023
Raf Antwerpen, Marco Tedesco, Pierre Gentine, Xavi...
Global mean sea level (GMSL) rise has accelerated significantly over the last decades, a major part of which can be attributed to increased meltwater ...
View Abstract
Volunteer History
2023 - 2024
Member
College of Fellows Mentorship Committee
2023 - 2024
Member
Global Environmental Change Nominations Canvassing Committee
2021 - 2022
Member
Global Environmental Change Nominations Canvassing Committee
Check out all of Pierre Gentine Gentine’s AGU Research!
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