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