Sat 6:15 a.m. - 6:20 a.m.
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Opening Remarks
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Opening Remarks
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SlidesLive Video
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Sat 6:20 a.m. - 7:00 a.m.
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Keynote: Zaira Razu-Aznar
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Keynote
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SlidesLive Video
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Sat 7:00 a.m. - 7:50 a.m.
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Panel: Practical use-inspired climate technology
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Discussion Panel
)
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SlidesLive Video
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Sat 7:50 a.m. - 8:50 a.m.
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Poster Session 1
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Poster Session
)
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Sat 8:50 a.m. - 8:58 a.m.
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EarthPT: a foundation model for Earth Observation
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Spotlight
)
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link
SlidesLive Video
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Michael J Smith · Luke Fleming · James Geach
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Sat 8:58 a.m. - 9:06 a.m.
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Aquaculture Mapping: Detecting and Classifying Aquaculture Ponds using Deep Learning
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Spotlight
)
>
SlidesLive Video
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John Christian Nacpil · Joshua Cortez
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Sat 9:06 a.m. - 9:14 a.m.
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Zero-Emission Vehicle Intelligence (ZEVi): Effectively Charging Electric Vehicles at Scale Without Breaking Power Systems (or the Bank)
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Spotlight
)
>
SlidesLive Video
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Shasha Lin · Jonathan Brophy · Tamara Monge · Jamie Hussman · Michelle Lee · Sam Penrose
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Sat 9:14 a.m. - 9:22 a.m.
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Lightweight, Pre-trained Transformers for Remote Sensing Timeseries
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Spotlight
)
>
SlidesLive Video
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Gabriel Tseng · Ruben Cartuyvels · Ivan Zvonkov · Mirali Purohit · David Rolnick · Hannah Kerner
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Sat 9:22 a.m. - 9:30 a.m.
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Contextual Reinforcement Learning for Offshore Wind Farm Bidding
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Spotlight
)
>
SlidesLive Video
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David Cole · Himanshu Sharma · Wei Wang
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Sat 9:30 a.m. - 9:38 a.m.
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Large Scale Masked Autoencoding for Reducing Label Requirements on SAR Data
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Spotlight
)
>
SlidesLive Video
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Matt Allen · Francisco Dorr · Joseph Alejandro Gallego Mejia · Laura Martínez-Ferrer · Freddie Kalaitzis · Raul Ramos-Pollán · Anna Jungbluth
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Sat 9:40 a.m. - 10:20 a.m.
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Lunch Break
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Sat 10:20 a.m. - 11:00 a.m.
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Fireside Chat: LLMs and their Implications for Climate Change
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Fireside Chat
)
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SlidesLive Video
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Sat 11:00 a.m. - 11:40 a.m.
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Keynote: Tanya Berger-Wolf
(
Keynote
)
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SlidesLive Video
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Sat 11:40 a.m. - 11:48 a.m.
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Asset Bundling for Wind Power Forecasting
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Spotlight
)
>
SlidesLive Video
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Hanyu Zhang · Mathieu Tanneau · Chaofan Huang · V. Roshan Joseph · Shangkun Wang ·
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Sat 11:48 a.m. - 11:56 a.m.
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The built environment and induced transport emissions: A double machine learning approach to account for residential self-selection
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Spotlight
)
>
SlidesLive Video
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Florian Nachtigall · Felix Wagner · Peter Berrill · Felix Creutzig
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Sat 11:56 a.m. - 12:02 p.m.
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Discovering Effective Policies for Land-Use Planning
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Spotlight
)
>
SlidesLive Video
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Risto Miikkulainen · Olivier Francon · Daniel Young · Babak Hodjat
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Sat 12:02 p.m. - 12:10 p.m.
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Simulating the Air Quality Impact of Prescribed Fires Using a Graph Neural Network-Based PM2.5 Emissions Forecasting System
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Spotlight
)
>
SlidesLive Video
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Kyleen Liao · Jatan Buch · Kara Lamb · Pierre Gentine
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Sat 12:10 p.m. - 12:18 p.m.
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Learning to forecast diagnostic parameters using pre-trained weather embedding
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Spotlight
)
>
SlidesLive Video
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Peetak Mitra · Vivek Ramavajjala
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Sat 12:20 p.m. - 1:10 p.m.
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Panel: Local and indigenous knowledge systems
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Discussion Panel
)
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SlidesLive Video
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Sat 1:10 p.m. - 1:35 p.m.
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Break
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Sat 1:35 p.m. - 2:35 p.m.
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Poster Session 2
(
Poster Session
)
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Sat 2:35 p.m. - 2:43 p.m.
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Domain Adaptation for Sustainable Soil Management using Causal and Contrastive Constraint Minimization
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Spotlight
)
>
SlidesLive Video
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Somya Sharma · Swati Sharma · RAFAEL PADILHA · Emre Kiciman · Ranveer Chandra
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Sat 2:43 p.m. - 2:51 p.m.
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Real-time Carbon Footprint Minimization in Sustainable Data Centers wth Reinforcement Learning
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Spotlight
)
>
SlidesLive Video
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Soumyendu Sarkar · Avisek Naug · Ricardo Luna Gutierrez · Antonio Guillen-Perez · Vineet Gundecha · Ashwin Ramesh Babu
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Sat 2:51 p.m. - 2:59 p.m.
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AI assisted Search for Atmospheric CO2 Capture
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Spotlight
)
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shivshankar
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Sat 2:59 p.m. - 3:07 p.m.
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Unleashing the Autoconversion Rates Forecasting: Evidential Regression from Satellite Data
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Spotlight
)
>
SlidesLive Video
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Maria Carolina Novitasari · Johannes Quaas · Miguel Rodrigues
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Sat 3:07 p.m. - 3:15 p.m.
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ACE: A fast, skillful learned global atmospheric model for climate prediction
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Spotlight
)
>
SlidesLive Video
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12 presenters
Oliver Watt-Meyer · Gideon Dresdner · Jeremy McGibbon · Spencer K. Clark · James Duncan · Brian Henn · Matthew Peters · Noah Brenowitz · Karthik Kashinath · Mike Pritchard · Boris Bonev · Christopher S. Bretherton
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Sat 3:15 p.m. - 3:23 p.m.
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IceCloudNet: Cirrus and mixed-phase cloud prediction from SEVIRI input learned from sparse supervision
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Spotlight
)
>
SlidesLive Video
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Kai Jeggle · Mikolaj Czerkawski · Federico Serva · Bertrand Le Saux · David Neubauer · Ulrike Lohmann
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Sat 3:20 p.m. - 3:30 p.m.
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Closing Remarks & Announcement of Best Paper Awards
(
Closing Remarks
)
>
SlidesLive Video
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-
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Machine learning for gap-filling in greenhouse gas emissions databases
(
Poster
)
>
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Luke Cullen · Andrea Marinoni · Jonathan Cullen
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Flamingo: Environmental Impact Factor Matching for Life Cycle Assessment with Zero-Shot ML
(
Poster
)
>
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Bharathan Balaji · Venkata Sai Gargeya Vunnava · Nina Domingo · Shikhar Gupta · Harsh Gupta · Geoffrey Guest · Aravind Srinivasan · Kellen Axten · Jared Kramer
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AtmoRep: A stochastic model of atmosphere dynamics using large scale representation learning
(
Poster
)
>
link
SlidesLive Video
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ilaria luise
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Artificial Intelligence for Methane Mitigation : Through an Automated Determination of Oil and Gas Methane Emissions Profiles
(
Poster
)
>
SlidesLive Video
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Jade Eva Guisiano · Thomas Lauvaux · Eric Moulines · Jérémie Sublime
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Augmenting Ground-Level PM2.5 Prediction via Kriging-Based Pseudo-Label Generation
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Poster
)
>
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lei Duan · Ziyang Jiang · David Carlson
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Can We Reliably Improve the Robustness to Image Acquisition of Remote Sensing of PV Systems?
(
Poster
)
>
SlidesLive Video
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Gabriel Kasmi · Laurent Dubus · Yves-Marie Saint-Drenan · Philippe BLANC
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Price-Aware Deep Learning for Electricity Markets
(
Poster
)
>
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Vladimir Dvorkin · Nando Fioretto
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Can Deep Learning help to forecast deforestation in the Amazonian Rainforest?
(
Poster
)
>
link
SlidesLive Video
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Tim Engelmann · Malte Toetzke
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-
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Spatially-resolved emulation of climate extremes via machine learning stochastic models
(
Poster
)
>
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Mengze Wang · Andre Souza · Raffaele Ferrari · Themis Sapsis
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-
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Reinforcement Learning control for Airborne Wind Energy production
(
Poster
)
>
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Lorenzo Basile · Maria Grazia Berni · Antonio Celani
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-
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A machine learning framework for correcting under-resolved simulations of turbulent systems using nudged datasets
(
Poster
)
>
SlidesLive Video
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Benedikt Barthel · Themis Sapsis
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-
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Machine learning derived sub-seasonal to seasonal extremes
(
Poster
)
>
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Daniel Salles Civitarese · Bianca Zadrozny
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-
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Enhancing Data Center Sustainability with a 3D CNN-Based CFD Surrogate Model
(
Poster
)
>
SlidesLive Video
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Soumyendu Sarkar · Avisek Naug · Zachariah Carmichael · Vineet Gundecha · Ashwin Ramesh Babu · Antonio Guillen-Perez · Ricardo Luna Gutierrez
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-
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A Configurable Pythonic Data Center Model for Sustainable Cooling and ML Integration
(
Poster
)
>
SlidesLive Video
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Avisek Naug · Antonio Guillen-Perez · Ricardo Luna Gutierrez · Vineet Gundecha · Sahand Ghorbanpour · Sajad Mousavi · Ashwin Ramesh Babu · Soumyendu Sarkar
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-
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Machine learning applications for weather and climate predictions need greater focus on extremes
(
Poster
)
>
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Peter Watson
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-
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Reinforcement Learning for Wildfire Mitigation in Simulated Disaster Environments
(
Poster
)
>
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Alexander Tapley
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-
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Uncertainty Quantified Machine Learning for Street Level Flooding Predictions in Norfolk, Virginia
(
Poster
)
>
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Steven Goldenberg · Diana McSpadden · Binata Roy · Malachi Schram · Jonathan Goodall · Heather Richter
🔗
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-
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Weakly-semi-supervised object detection in remotely sensed imagery
(
Poster
)
>
SlidesLive Video
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Ji Hun Wang · Jeremy Irvin · Beri Kohen Behar · Ha Tran · Raghav Samavedam · Quentin Hsu · Andrew Ng
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-
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Hybridizing Physics and Neural ODEs for Predicting Plasma Inductance Dynamics in Tokamak Fusion Reactors
(
Poster
)
>
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Allen Wang · Cristina Rea · Darren Garnier
🔗
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-
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Explainable Offline-online Training of Neural Networks for Multi-scale Climate Modeling
(
Poster
)
>
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Hamid A. Pahlavan · Pedram Hassanzadeh · M. Joan Alexander
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-
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Uncertainty Quantification of the Madden–Julian Oscillation with Gaussian Processes
(
Poster
)
>
SlidesLive Video
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Haoyuan Chen · Emil Constantinescu · Vishwas Rao · Cristiana Stan
🔗
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-
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Mapping Housing Stock Characteristics from Drone Images for Climate Resilience in the Caribbean
(
Poster
)
>
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Isabelle Tingzon · Nuala Margaret Cowan · Pierre Chrzanowski
🔗
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-
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Flowering Onset Detection: Deep Learning Performance in a Sparse Label Context
(
Poster
)
>
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Joel Hempel · Mauricio Soroco · Xinze Xiong · Joséphine Gantois · Mathias Lécuyer
🔗
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-
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Glacier Movement Prediction with Attention-based Recurrent Neural Networks and Satellite Data
(
Poster
)
>
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Jonas Müller · Raphael Braun · Hendrik PA Lensch · Nicole Ludwig
🔗
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-
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Southern Ocean Dynamics Under Climate Change: New Knowledge Through Physics-Guided Machine Learning
(
Poster
)
>
SlidesLive Video
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William Yik · Maike Sonnewald · Mariana Clare · Redouane Lguensat
🔗
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-
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Climate-sensitive Urban Planning through Optimization of Tree Placements
(
Poster
)
>
SlidesLive Video
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Simon Schrodi · Ferdinand Briegel · Max Argus · Andreas Christen · Thomas Brox
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-
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A Causal Discovery Approach To Learn How Urban Form Shapes Sustainable Mobility Across Continents
(
Poster
)
>
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Felix Wagner · Florian Nachtigall · Lukas Franken · Nikola Milojevic-Dupont · Marta Gonzalez · Jakob Runge · Rafael Pereira · Felix Creutzig
🔗
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-
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Detailed Glacier Area Change Analysis in the European Alps with Deep Learning
(
Poster
)
>
link
SlidesLive Video
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Codrut-Andrei Diaconu · Jonathan Bamber
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-
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An LSTM-based Downscaling Framework for Australian Precipitation Projections
(
Poster
)
>
|
Matthias Bittner · Sanaa Hobeichi · Muhammad Zawish · Samo DIATTA · Remigius Ozioko · Sharon Xu · Axel Jantsch
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-
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Combining deep generative models with extreme value theory for synthetic hazard simulation: a multivariate and spatially coherent approach
(
Poster
)
>
|
Alison Peard · Jim Hall
🔗
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-
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Graph-based Neural Weather Prediction for Limited Area Modeling
(
Poster
)
>
SlidesLive Video
|
Joel Oskarsson · Tomas Landelius · Fredrik Lindsten
🔗
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-
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Global Coastline Evolution Forecasting from Satellite Imagery using Deep Learning
(
Poster
)
>
SlidesLive Video
|
Guillaume Riu · Mahmoud AL NAJAR · Gregoire THOUMYRE · Rafael ALMAR · Dennis Wilson
🔗
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-
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Can Reinforcement Learning support policy makers? A preliminary study with Integrated Assessment Models
(
Poster
)
>
|
Theodore Wolf · Nantas Nardelli · John Shawe-Taylor · Maria Perez-Ortiz
🔗
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-
|
Understanding Opinions Towards Climate Change on Social Media
(
Poster
)
>
SlidesLive Video
|
Yashaswi Pupneja · Yuesong Zou · Sacha Levy · Shenyang Huang
🔗
|
-
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Segment-then-Classify: Few-shot instance segmentation for environmental remote sensing
(
Poster
)
>
SlidesLive Video
|
Yang Hu · Anna Boser · Kelly Caylor
🔗
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-
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Surrogate modeling based History Matching for an Earth system model of intermediate complexity
(
Poster
)
>
|
Maya Janvier · Redouane Lguensat · Julie Deshayes · Aurélien Quiquet · Didier Roche · V. Balaji
🔗
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-
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Top-down Green-ups: Satellite Sensing and Deep Models to Predict Buffelgrass Phenology
(
Poster
)
>
|
Lucas Rosenblatt · Bin Han · Erin Posthumus · Theresa Crimmins · Bill Howe
🔗
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-
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Extreme Event Prediction with Multi-agent Reinforcement Learning-based Parametrization of Atmospheric and Oceanic Turbulence
(
Poster
)
>
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Rambod Mojgani · Daniel Waelchli · Yifei Guan · Petros Koumoutsakos · Pedram Hassanzadeh
🔗
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-
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Data Assimilation using ERA5, ASOS, and the U-STN model for Weather Forecasting over the UK
(
Poster
)
>
|
Wenqi Wang · César Quilodrán-Casas · Jacob Bieker
🔗
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-
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Stress-testing the coupled behavior of hybrid physics-machine learning climate simulations on an unseen, warmer climate
(
Poster
)
>
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Jerry Lin · Mohamed Aziz Bhouri · Tom Beucler · Sungduk Yu · Mike Pritchard
🔗
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-
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Deploying Reinforcement Learning based Economizer Optimization at Scale
(
Poster
)
>
|
Ivan Cui · Wei Yih Yap · Charles Prosper · Bharathan Balaji · Jake Chen
🔗
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-
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The Power of Explainability in Forecast-Informed Deep Learning Models for Flood Mitigation
(
Poster
)
>
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Jimeng Shi · Vitalii Stebliankin · Giri Narasimhan
🔗
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-
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Sustainable Data Center Modeling: A Multi-Agent Reinforcement Learning Benchmark
(
Poster
)
>
SlidesLive Video
|
Soumyendu Sarkar · Avisek Naug · Antonio Guillen-Perez · Ricardo Luna Gutierrez · Vineet Gundecha · Sahand Ghorbanpour · Sajad Mousavi · Ashwin Ramesh Babu
🔗
|
-
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Agile Modeling for Bioacoustic Monitoring
(
Poster
)
>
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tom denton · Jenny Hamer · Rob Laber
🔗
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-
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CityTFT: Temporal Fusion Transformer for Urban Building Energy Modeling
(
Poster
)
>
SlidesLive Video
|
Ting-Yu Dai · Dev Niyogi · Zoltan Nagy
🔗
|
-
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A Scalable Network-Aware Multi-Agent Reinforcement Learning Framework for Distributed Converter-based Microgrid Voltage Control
(
Poster
)
>
|
Han Xu · Guannan Qu
🔗
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-
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Reinforcement Learning in agent-based modeling to reduce carbon emissions in transportation
(
Poster
)
>
SlidesLive Video
|
Yuhao Yuan · Felipe Leno da Silva · Ruben Glatt
🔗
|
-
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Continuous Convolutional Neural Networks for Disruption Prediction in Nuclear Fusion Plasmas
(
Poster
)
>
SlidesLive Video
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William Arnold · Lucas Spangher · Cristina Rea
🔗
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-
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Comparing Data-Driven and Mechanistic Models for Predicting Phenology in Deciduous Broadleaf Forests
(
Poster
)
>
SlidesLive Video
|
Christian Reimers · David Hafezi Rachti · Guohua Liu · Alexander Winkler
🔗
|
-
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Typhoon Intensity Prediction with Vision Transformer
(
Poster
)
>
|
Huanxin Chen · Pengshuai Yin · Huichou Huang · Qingyao Wu · Ruirui Liu · Xiatian Zhu
🔗
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-
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RMM-VAE: a machine learning method for identifying probabilistic weather regimes targeted to a local-scale impact variable
(
Poster
)
>
|
Fiona Spuler · Marlene Kretschmer · Ted Shepherd · Magdalena Balmaseda · Yevgeniya Kovalchuck
🔗
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-
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Accelerating GHG Emissions Inference: A Lagrangian Particle Dispersion Model Emulator Using Graph Neural Networks
(
Poster
)
>
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Elena Fillola Mayoral · Raul Santos-Rodriguez · Matt Rigby
🔗
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-
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Gaussian Processes for Monitoring Air-Quality in Kampala
(
Poster
)
>
SlidesLive Video
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Clara Stoddart · Lauren Shrack · Usman Abdul-Ganiy · Richard Sserunjogi · Engineer Bainommugisha · Deo Okure · Ruth Misener · Jose Pablo Folch · Ruby Sedgwick
🔗
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-
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Sim2Real for Environmental Neural Processes
(
Poster
)
>
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Jonas Scholz
🔗
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-
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Methane Plume Detection with U-Net Segmentation on Sentinel-2 Image Data
(
Poster
)
>
SlidesLive Video
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Berenice du Baret · Simon Finos · Hugo Guiglion · Dennis Wilson
🔗
|
-
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Machine Learning Assisted Bayesian Calibration of Model Physics Parameters for Wetland Methane Emissions: A Case Study at a FLUXNET-CH4 Site
(
Poster
)
>
|
Sandeep Chinta · Xiang Gao · Qing Zhu
🔗
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-
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Towards Causal Representations of Climate Model Data
(
Poster
)
>
|
Julien Boussard · Chandni Nagda · Julia Kaltenborn · Charlotte Lange · Yaniv Gurwicz · Peer Nowack · David Rolnick
🔗
|
-
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A Wildfire Vulnerability Index for Businesses Using Machine Learning Approaches
(
Poster
)
>
|
Andrew Byrnes · Lisa Stites
🔗
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-
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FireSight: Short-Term Fire Hazard Prediction Based on Active Fire Remote Sensing Data
(
Poster
)
>
SlidesLive Video
|
Julia Gottfriedsen · Johanna Strebl · Max Berrendorf · Martin Langer · Volker Tresp
🔗
|
-
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Exploring Causal Relationship between Environment and Drizzle Properties using Machine Learning
(
Poster
)
>
|
Piyush Garg · Virendra Ghate · Maria Cadeddu · Bethany Lusch
🔗
|
-
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Physics-Informed Domain-Aware Atmospheric Radiative Transfer Emulator for All Sky Conditions
(
Poster
)
>
|
Piyush Garg · Emil Constantinescu · Bethany Lusch · Troy Arcomano · Jiali Wang · Rao Kotamarthi
🔗
|
-
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Zero shot microclimate prediction with deep learning
(
Poster
)
>
link
SlidesLive Video
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Iman Deznabi · Peeyush Kumar · Madalina Fiterau
🔗
|
-
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Improving Flood Insights: Diffusion-based SAR to EO Image Translation
(
Poster
)
>
SlidesLive Video
|
Minseok Seo · YoungTack Oh · Doyi Kim · Dongmin Kang · Yeji Choi
🔗
|
-
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Surrogate Neural Networks to Estimate Parametric Sensitivity of Ocean Models
(
Poster
)
>
SlidesLive Video
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Yixuan Sun · Elizabeth Cucuzzella · Steven Brus · Sri Hari Krishna Narayanan · Balu Nadiga · Luke Van Roekel · Jan Hückelheim · Sandeep Madireddy
🔗
|
-
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Can LLMs Accurately Assess Human Confidence in Climate Statements?
(
Poster
)
>
SlidesLive Video
|
Romain Lacombe · Kerrie Wu · Eddie Dilworth
🔗
|
-
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Deep Glacier Image Velocimetry: Mapping glacier velocities from Sentinel-2 imagery with deep learning
(
Poster
)
>
|
James Tlhomole · Matthew Piggott · Graham Hughes
🔗
|
-
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Soil Organic Carbon Estimation from Climate-related Features with Graph Neural Network
(
Poster
)
>
|
Weiying Zhao · Nataliia Efremova
🔗
|
-
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How to Recycle: General Vision-Language Model without Task Tuning for Predicting Object Recyclability
(
Poster
)
>
SlidesLive Video
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Eliot Park · Eddy Pan · Shreya Johri · Pranav Rajpurkar
🔗
|
-
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GraphTransformers for Geospatial Forecasting of Hurricane Trajectories
(
Poster
)
>
|
Satyaki Chakraborty · Pallavi Banerjee
🔗
|
-
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DeepEn2023: Energy Datasets for Edge Artificial Intelligence
(
Poster
)
>
link
SlidesLive Video
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XIAOLONG TU · ANIK MALLIK · Jiang Xie · Haoxin Wang
🔗
|
-
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Integrating Building Survey Data with Geospatial Data: A Cluster-Based Ethical Approach
(
Poster
)
>
|
Vidisha Chowdhury · Gabriela Gongora-Svartzman · Erin Trochim · Philippe Schicker
🔗
|
-
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Breeding Programs Optimization with Reinforcement Learning
(
Poster
)
>
link
SlidesLive Video
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Omar G. Younis · Matteo Turchetta · Ioannis Athanasiadis · Andreas Krause · Joachim M Buhmann · Luca Corinzia
🔗
|
-
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Probabilistic land cover modeling via deep autoregressive models
(
Poster
)
>
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Christopher Krapu · Ryan Calder · Mark Borsuk
🔗
|
-
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Hyperspectral shadow removal with iterative logistic regression and latent Parametric Linear Combination of Gaussians
(
Poster
)
>
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Core Francisco Park · Cecilia Garraffo
🔗
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-
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Resource Efficient and Generalizable Representation Learning of High-Dimensional Weather and Climate Data
(
Poster
)
>
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Juan Nathaniel · Marcus Freitag · Patrick Curran · Isabel Ruddick · Johannes Schmude
🔗
|
-
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Difference Learning for Air Quality Forecasting Transport Emulation
(
Poster
)
>
SlidesLive Video
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Reed Chen · Christopher Ribaudo · Jennifer Sleeman · Clayton Ashcraft · Marisa Hughes
🔗
|
-
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Interpretable machine learning approach to understand U.S. prevented planting events and project climate change impacts
(
Poster
)
>
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Haynes Stephens
🔗
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-
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Cooperative Logistics: Can AI Enable Trustworthy Cooperation at Scale?
(
Poster
)
>
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Stephen Mak · Tim Pearce · Matthew Macfarlane · Liming Xu · Michael Ostroumov · Alexandra Brintrup
🔗
|
-
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Fusion of Physics-Based Wildfire Spread Models with Satellite Data using Generative Algorithms
(
Poster
)
>
SlidesLive Video
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Bryan Shaddy · Deep Ray · Angel Farguell · Valentina Calaza · Jan Mandel · James Haley · Kyle Hilburn · Derek Mallia · Adam Kochanski · Assad Oberai
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A 3D super-resolution of wind fields via physics-informed pixel-wise self-attention generative adversarial network
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Poster
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Takuya Kurihana · · Kyongmin Yeo · Daniela Szwarcman · Bruce Elmegreen · Surya Karthik Mukkavilli · Johannes Schmude
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Scaling Sodium-ion Battery Development with NLP
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Poster
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Mrigi Munjal · Thorben Prein · Vineeth Venugopal · Kevin Huang · Elsa Olivetti
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Proof-of-concept: Using ChatGPT to Translate and Modernize an Earth System Model from Fortran to Python/JAX
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Poster
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Anthony Zhou
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PressureML: Modelling Pressure Waves to Generate Large-Scale Water-Usage Insights in Buildings
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Poster
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Tanmaey Gupta · Anupam Sobti · Akshay Nambi
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Facilitating Battery Swapping Services for Freight Trucks with Spatial-Temporal Demand Prediction
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Poster
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Linyu Liu · Zhen Dai · Shiji Song · Xiaocheng Li · Guanting Chen
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Towards a spatio-temporal deep learning approach to predict malaria outbreaks using earth observation measurements in South Asia
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Poster
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link
SlidesLive Video
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Usman Nazir · Ahzam Ejaz · Muhammad Talha Quddoos · Momin Uppal · Sara khalid
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Inference of CO2 flow patterns--a feasibility study
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Poster
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Abhinav Prakash Gahlot · Huseyin Tuna Erdinc · Rafael Orozco · Ziyi Yin · Felix J. Herrmann
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Generative Nowcasting of Marine Fog Visibility in the Grand Banks area and Sable Island in Canada
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Poster
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Eren Gultepe · Sen Wang · Byron Blomquist · Harindra Fernando · Patrick Kreidl · David Delene · Ismail Gultepe
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Data-Driven Traffic Reconstruction for Identifying Stop-and-Go Waves
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Poster
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SlidesLive Video
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Edgar Ramirez Sanchez · Shreyaa Raghavan · Cathy Wu
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Prototype-oriented Unsupervised Change Detection for Disaster Management
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Poster
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SlidesLive Video
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YoungTack Oh · Minseok Seo · Doyi Kim · Junghoon Seo
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Towards Recommendations for Value Sensitive Sustainable Consumption
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Poster
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SlidesLive Video
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Thomas Asikis
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Towards autonomous large-scale monitoring the health of urban trees using mobile sensing
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Poster
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Akshit Gupta · Martine Rutten · RANGA RAO VENKATESHA PRASAD · Remko Uijlenhoet
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SAM-CD: Change Detection in Remote Sensing Using Segment Anything Model
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Poster
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Faroq AL-Tam · Thariq Khalid · Athul Mathew · Andrew Carnell · Riad Souissi
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Towards Global, General-Purpose Pretrained Geographic Location Encoders
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Poster
)
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Konstantin Klemmer · Esther Rolf · Caleb Robinson · Lester Mackey · Marc Rußwurm
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Climate Variable Downscaling with Conditional Normalizing Flows
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Poster
)
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SlidesLive Video
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Christina Winkler · Paula Harder · David Rolnick
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ALAS: Active Learning for Autoconversion Rates Prediction from Satellite Data
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Poster
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Maria Carolina Novitasari · Johannes Quaas · Miguel Rodrigues
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Antarctic bed topography super-resolution via transfer learning
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Poster
)
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SlidesLive Video
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Kim Bente · Roman Marchant · Fabio Ramos
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Towards Understanding Climate Change Perceptions: A Social Media Dataset
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Poster
)
>
link
SlidesLive Video
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Katharina Prasse · Steffen Jung · Isaac Bravo · Stefanie Walter · Margret Keuper
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A machine learning pipeline for automated insect monitoring
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Poster
)
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Aditya Jain · Francisco Cunha · Michael Bunsen · Léonard Pasi · Anna Viklund · Maxim Larrivee · David Rolnick
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Spatially Regularized Graph Attention Autoencoder Framework for Detecting Rainfall Extremes
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Poster
)
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SlidesLive Video
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Mihir Agarwal · Progyan Das · Udit Bhatia - IITGN
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Ocean Wave Energy: Optimizing Reinforcement Learning Agents for Effective Deployment
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Poster
)
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SlidesLive Video
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Vineet Gundecha · Sahand Ghorbanpour · Ashwin Ramesh Babu · Avisek Naug · Alexandre Pichard · Mathieu Cocho · Soumyendu Sarkar
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Elucidating the Relationship Between Climate Change and Poverty using Graph Neural Networks, Ensemble Models, and Remote Sensing Data
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Poster
)
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Parinthapat Pengpun · Alessandro Salatiello
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Sustainability AI copilot: Analyze & ideate at scale to enable positive impact
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Poster
)
>
link
SlidesLive Video
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Rajagopal A · Nirmala V · Immanuel Johnraja Jebadurai · Arun V
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Adaptive-Labeling for Enhancing Remote Sensing Cloud Understanding
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Poster
)
>
link
SlidesLive Video
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Jay Gala · Sauradip Nag · Huichou Huang · Ruirui Liu · Xiatian Zhu
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Understanding Insect Range Shifts with Out-of-distribution Detection
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Poster
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Yuyan Chen · David Rolnick
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Causality and Explainability for Trustworthy Integrated Pest Management
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Poster
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Ilias Tsoumas · Vasileios Sitokonstantinou · GEORGIOS GIANNARAKIS · Evagelia Lampiri · Christos Athanassiou · Gustau Camps-Valls · Charalampos Kontoes · Ioannis Athanasiadis
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Monitoring Sustainable Global Development Along Shared Socioeconomic Pathways
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Poster
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Michelle Wan · Jeff Clark · Edward Small · Elena Fillola Mayoral · Raul Santos-Rodriguez
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Understanding Climate Legislation Decisions with Machine Learning
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Poster
)
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Jeff Clark · Michelle Wan · Raul Santos-Rodriguez
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Mapping the Landscape of Artificial Intelligence in Climate Change Research: A Meta-Analysis on Impact and Applications
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Poster
)
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Christian Burmester · Teresa Scantamburlo
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Assessing data limitations in ML-based LCLU
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Poster
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Angel Encalada-Davila · Christian Tutiven · Jose Cordova-Garcia
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Predicting Adsorption Energies for Catalyst Screening with Transfer Learning Using Crystal Hamiltonian Graph Neural Network
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Poster
)
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Angelina Chen · Hui Zheng · Paula Harder
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Physics-informed DeepONet for battery state prediction
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Poster
)
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Keyan Guo
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Decarbonizing Maritime Operations: A Data-Driven Revolution
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Poster
)
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SlidesLive Video
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Ismail Bourzak · Loubna Benabbou · Sara El Mekkaoui · Abdelaziz Berrado
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High-resolution Global Building Emissions Estimation using Satellite Imagery
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Poster
)
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Paul Markakis · Jordan Malof · Trey Gowdy · Leslie Collins · Dr. Aaron Davitt · Gabriela Volpato · Kyle Bradbury
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Proposal - India Sand Watch: Leveraging Earth Observation Foundation Models to Inform Sustainable Development
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Poster
)
>
link
SlidesLive Video
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Suraj R. Nair · Ando Shah · Tom Boehnel
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Unlocking the Potential of Renewable Energy Through Curtailment Prediction
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Poster
)
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SlidesLive Video
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Bilge Acun · Brent Morgan · Henry Richardson · Nat Steinsultz · Carole-Jean Wu
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Self-supervised Pre-training for Precipitation Post-processor
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Poster
)
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Sojung An · Junha Lee · Jiyeon Jang · Inchae Na · Sujeong You · Wooyeon Park
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EarthPT: a foundation model for Earth Observation
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Poster
)
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Michael J Smith · Luke Fleming · James Geach
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Aquaculture Mapping: Detecting and Classifying Aquaculture Ponds using Deep Learning
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Poster
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John Christian Nacpil · Joshua Cortez
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Zero-Emission Vehicle Intelligence (ZEVi): Effectively Charging Electric Vehicles at Scale Without Breaking Power Systems (or the Bank)
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Poster
)
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Shasha Lin · Jonathan Brophy · Tamara Monge · Jamie Hussman · Michelle Lee · Sam Penrose
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Lightweight, Pre-trained Transformers for Remote Sensing Timeseries
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Poster
)
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Gabriel Tseng · Ruben Cartuyvels · Ivan Zvonkov · Mirali Purohit · David Rolnick · Hannah Kerner
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Contextual Reinforcement Learning for Offshore Wind Farm Bidding
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Poster
)
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David Cole · Himanshu Sharma · Wei Wang
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IceCloudNet: Cirrus and mixed-phase cloud prediction from SEVIRI input learned from sparse supervision
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Poster
)
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Kai Jeggle · Mikolaj Czerkawski · Federico Serva · Bertrand Le Saux · David Neubauer · Ulrike Lohmann
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Large Scale Masked Autoencoding for Reducing Label Requirements on SAR Data
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Poster
)
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Matt Allen · Francisco Dorr · Joseph Alejandro Gallego Mejia · Laura Martínez-Ferrer · Freddie Kalaitzis · Raul Ramos-Pollán · Anna Jungbluth
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Asset Bundling for Wind Power Forecasting
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Poster
)
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Hanyu Zhang · Mathieu Tanneau · Chaofan Huang · V. Roshan Joseph · Shangkun Wang ·
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The built environment and induced transport emissions: A double machine learning approach to account for residential self-selection
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Poster
)
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Florian Nachtigall · Felix Wagner · Peter Berrill · Felix Creutzig
🔗
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Discovering Effective Policies for Land-Use Planning
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Poster
)
>
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Risto Miikkulainen · Olivier Francon · Daniel Young · Babak Hodjat
🔗
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Simulating the Air Quality Impact of Prescribed Fires Using a Graph Neural Network-Based PM2.5 Emissions Forecasting System
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Poster
)
>
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Kyleen Liao · Jatan Buch · Kara Lamb · Pierre Gentine
🔗
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Learning to forecast diagnostic parameters using pre-trained weather embedding
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Poster
)
>
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Peetak Mitra · Vivek Ramavajjala
🔗
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Domain Adaptation for Sustainable Soil Management using Causal and Contrastive Constraint Minimization
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Poster
)
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Somya Sharma · Swati Sharma · RAFAEL PADILHA · Emre Kiciman · Ranveer Chandra
🔗
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Real-time Carbon Footprint Minimization in Sustainable Data Centers wth Reinforcement Learning
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Poster
)
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Soumyendu Sarkar · Avisek Naug · Ricardo Luna Gutierrez · Antonio Guillen-Perez · Vineet Gundecha · Ashwin Ramesh Babu
🔗
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AI assisted Search for Atmospheric CO2 Capture
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Poster
)
>
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shivshankar
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Unleashing the Autoconversion Rates Forecasting: Evidential Regression from Satellite Data
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Poster
)
>
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Maria Carolina Novitasari · Johannes Quaas · Miguel Rodrigues
🔗
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ACE: A fast, skillful learned global atmospheric model for climate prediction
(
Poster
)
>
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12 presenters
Oliver Watt-Meyer · Gideon Dresdner · Jeremy McGibbon · Spencer K. Clark · James Duncan · Brian Henn · Matthew Peters · Noah Brenowitz · Karthik Kashinath · Mike Pritchard · Boris Bonev · Christopher S. Bretherton
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