Fri 7:00 a.m. - 7:10 a.m.
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Opening remarks
(
Remarks
)
>
SlidesLive Video
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🔗
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Fri 7:10 a.m. - 7:55 a.m.
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Gustau Camps-Valls: "Physics-aware Machine learning for Earth observation"
(
Keynote talk
)
>
link
SlidesLive Video
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Gustau Camps-Valls
🔗
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Fri 8:00 a.m. - 9:00 a.m.
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Panel: Domain-specific metrics for evaluation and integration of AI
(
Discussion Panel
)
>
SlidesLive Video
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Veronica Adetola · David Dao · Antoine Marot
🔗
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Fri 9:00 a.m. - 9:09 a.m.
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Calibration of Large Neural Weather Models
(
Spotlight
)
>
link
SlidesLive Video
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Andre Graubner · Kamyar Azizzadenesheli · Jaideep Pathak · Morteza Mardani · Mike Pritchard · Karthik Kashinath · Anima Anandkumar
🔗
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Fri 9:09 a.m. - 9:18 a.m.
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Don't Waste Data: Transfer Learning to Leverage All Data for Machine-Learnt Climate Model Emulation
(
Spotlight
)
>
link
SlidesLive Video
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Raghul Parthipan · Damon Wischik
🔗
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Fri 9:18 a.m. - 9:28 a.m.
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Deep learning-based bias adjustment of decadal climate predictions
(
Spotlight
)
>
link
SlidesLive Video
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Reinel Sospedra-Alfonso · Johannes Exenberger · Marie McGraw · Trung Kien Dang
🔗
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Fri 9:29 a.m. - 9:40 a.m.
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Evaluating Digital Tools for Sustainable Agriculture using Causal Inference
(
Spotlight
)
>
link
SlidesLive Video
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Ilias Tsoumas · GEORGIOS GIANNARAKIS · Vasileios Sitokonstantinou · Alkiviadis Marios Koukos · Dimitra Loka · Nikolaos Bartsotas · Charalampos Kontoes · Ioannis Athanasiadis
🔗
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Fri 9:40 a.m. - 9:50 a.m.
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Personalizing Sustainable Agriculture with Causal Machine Learning
(
Spotlight
)
>
link
SlidesLive Video
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GEORGIOS GIANNARAKIS · Vasileios Sitokonstantinou · Roxanne Suzette Lorilla · Charalampos Kontoes
🔗
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Fri 10:00 a.m. - 11:00 a.m.
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Poster Session 1
(
Poster Session
)
>
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🔗
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Fri 11:00 a.m. - 11:45 a.m.
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Inês Azevedo: "Mitigating climate and air pollutions from the electricity and transportation sectors in the United States"
(
Keynote talk
)
>
SlidesLive Video
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Inês Azevedo
🔗
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Fri 11:45 a.m. - 12:00 p.m.
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Break
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🔗
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Fri 12:00 p.m. - 1:00 p.m.
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Panel: Assessing AI’s impacts on greenhouse gas emissions and climate change adaptation
(
Discussion Panel
)
>
SlidesLive Video
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George Kamiya · Sasha Alexandra Luccioni · Costa Samaras
🔗
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Fri 1:00 p.m. - 1:15 p.m.
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Break
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🔗
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Fri 1:15 p.m. - 2:00 p.m.
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Rose Yu: "Physics-Guided Deep Learning for Climate Science"
(
Keynote talk
)
>
SlidesLive Video
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Rose Yu
🔗
|
Fri 2:00 p.m. - 3:00 p.m.
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Poster Session 2
(
Poster Session
)
>
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🔗
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Fri 3:00 p.m. - 3:09 p.m.
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Machine Learning for Activity-Based Road Transportation Emissions Estimation
(
Spotlight
)
>
link
SlidesLive Video
|
Derek Rollend · Kevin Foster · Tomek Kott · Rohita Mocharla · Rodrigo Rene Rai Muñoz Abujder · Neil Fendley · Clayton Ashcraft · Frank Willard · Marisa Hughes
🔗
|
Fri 3:09 p.m. - 3:22 p.m.
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Bayesian State-Space SCM for Deforestation Baseline Estimation for Forest Carbon Credit
(
Spotlight
)
>
link
SlidesLive Video
|
Keisuke Takahata · Hiroshi Suetsugu · Keiichi Fukaya · Shinichiro Shirota
🔗
|
Fri 3:22 p.m. - 3:30 p.m.
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Tutorials intro
(
Remarks
)
>
SlidesLive Video
|
Melanie Hanna · Ankur Mahesh · Isabelle Tingzon
🔗
|
Fri 3:30 p.m. - 3:42 p.m.
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Disaster Risk Monitoring Using Satellite Imagery
(
Spotlight
)
>
link
SlidesLive Video
|
Kevin Lee · Siddha Ganju
🔗
|
Fri 3:43 p.m. - 3:53 p.m.
|
Machine Learning for Predicting Climate Extremes
(
Spotlight
)
>
link
SlidesLive Video
|
Hritik Bansal · Shashank Goel · Tung Nguyen · Aditya Grover
🔗
|
Fri 3:53 p.m. - 4:00 p.m.
|
Break
|
🔗
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Fri 4:00 p.m. - 4:11 p.m.
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Adaptive Bias Correction for Improved Subseasonal Forecast
(
Spotlight
)
>
link
SlidesLive Video
|
Soukayna Mouatadid · Paulo Orenstein · Genevieve Flaspohler · Judah Cohen · Miruna Oprescu · Ernest Fraenkel · Lester Mackey
🔗
|
Fri 4:11 p.m. - 4:21 p.m.
|
DL-Corrector-Remapper: A grid-free bias-correction deep learning methodology for data-driven high-resolution global weather forecasting
(
Spotlight
)
>
link
SlidesLive Video
|
Tao Ge · Jaideep Pathak · Akshay Subramaniam · Karthik Kashinath
🔗
|
Fri 4:21 p.m. - 4:31 p.m.
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A Multi-Scale Deep Learning Framework for Projecting Weather Extremes
(
Spotlight
)
>
link
SlidesLive Video
|
Antoine Blanchard · Nishant Parashar · Boyko Dodov · Christian Lessig · Themis Sapsis
🔗
|
Fri 4:31 p.m. - 4:41 p.m.
|
FIRO: A Deep-neural Network for Wildfire Forecast with Interpretable Hidden States
(
Spotlight
)
>
link
SlidesLive Video
|
Eduardo Rodrigues · Campbell Watson · Bianca Zadrozny · Gabrielle Nyirjesy
🔗
|
Fri 4:41 p.m. - 4:49 p.m.
|
Cross Modal Distillation for Flood Extent Mapping
(
Spotlight
)
>
link
SlidesLive Video
|
Shubhika Garg · Ben Feinstein · Shahar Timnat · Vishal Batchu · Gideon Dror · Adi Gerzi Rosenthal · Varun Gulshan
🔗
|
Fri 4:50 p.m. - 5:00 p.m.
|
Closing remarks
(
Remarks
)
>
SlidesLive Video
|
🔗
|
Fri 5:00 p.m. - 6:00 p.m.
|
Poster Session 3
(
Poster Session
)
>
|
🔗
|
-
|
Image-Based Soil Organic Carbon Estimation from Multispectral Satellite Images with Fourier Neural Operator and Structural Similarity
(
Poster
)
>
link
SlidesLive Video
|
Ken C. L. Wong · · Ademir Ferreira da Silva · Hongzhi Wang · Jitendra Singh · Tanveer Syeda-Mahmood
🔗
|
-
|
SolarDK: A high-resolution urban solar panel image classification and localization dataset
(
Poster
)
>
link
SlidesLive Video
|
Maxim Khomiakov · Julius Holbech Radzikowski · Carl Schmidt · Mathias Bonde Sørensen · Mads Andersen · Michael Andersen · Jes Frellsen
🔗
|
-
|
Bayesian inference for aerosol vertical profiles
(
Poster
)
>
link
|
Shahine Bouabid · Duncan Watson-Parris · Dino Sejdinovic
🔗
|
-
|
Optimizing toward efficiency for SAR image ship detection
(
Poster
)
>
link
SlidesLive Video
|
Arthur Van Meerbeeck · Ruben Cartuyvels · Jordy Van Landeghem
🔗
|
-
|
Attention-Based Scattering Network for Satellite Imagery
(
Poster
)
>
link
SlidesLive Video
|
Jason Stock · Charles Anderson
🔗
|
-
|
Discovering Interpretable Structural Model Errors in Climate Models
(
Poster
)
>
link
SlidesLive Video
|
Rambod Mojgani · Ashesh Chattopadhyay · Pedram Hassanzadeh
🔗
|
-
|
Improving the predictions of ML-corrected climate models with novelty detection
(
Poster
)
>
link
SlidesLive Video
|
Clayton Sanford · Anna Kwa · Oliver Watt-Meyer · Spencer K. Clark · Noah Brenowitz · Jeremy McGibbon · Christopher S. Bretherton
🔗
|
-
|
Identification of medical devices using machine learning on distribution feeder data for informing power outage response
(
Poster
)
>
link
SlidesLive Video
|
Paraskevi Kourtza · Maitreyee Marathe · Anuj Shetty · Diego Kiedanski
🔗
|
-
|
Levee protected area detection for improved flood risk assessment in global hydrology models
(
Poster
)
>
link
SlidesLive Video
|
Masato Ikegawa · Tristan Hascoet · Victor Pellet · Xudong Zhou · Tetsuya Takiguchi · Dai Yamazaki
🔗
|
-
|
Deep learning for downscaling tropical cyclone rainfall
(
Poster
)
>
link
SlidesLive Video
|
Emily Vosper · Lucy Harris · Andrew McRae · Laurence Aitchison · Peter Watson · Raul Santos-Rodriguez · Dann Mitchell
🔗
|
-
|
Analyzing the global energy discourse with machine learning
(
Poster
)
>
link
SlidesLive Video
|
Malte Toetzke · Benedict Probst · Yasin Tatar · Stefan Feuerriegel · Volker Hoffmann
🔗
|
-
|
Short-term Prediction and Filtering of Solar Power Using State-Space Gaussian Processes
(
Poster
)
>
link
|
So Takao · Sean Nassimiha · Peter Dudfield · Jack Kelly · Marc Deisenroth
🔗
|
-
|
Identifying latent climate signals using sparse hierarchical Gaussian processes
(
Poster
)
>
link
SlidesLive Video
|
Matt Amos · Thomas Pinder · Paul Young
🔗
|
-
|
Towards dynamical stability analysis of sustainable power grids using Graph Neural Networks
(
Poster
)
>
link
SlidesLive Video
|
Christian Nauck · Michael Lindner · Ulrich Schürholt · Frank Hellmann
🔗
|
-
|
Detecting Methane Plumes using PRISMA: Deep Learning Model and Data Augmentation
(
Poster
)
>
link
SlidesLive Video
|
Alexis Groshenry · Clément Giron · Alexandre d'Aspremont · Thomas Lauvaux · Thibaud Ehret
🔗
|
-
|
Probabilistic forecasting of regional photovoltaic power production based on satellite-derived cloud motion
(
Poster
)
>
link
|
Alberto Carpentieri · Doris Folini · Martin Wild · Angela Meyer
🔗
|
-
|
Robustifying machine-learned algorithms for efficient grid operation
(
Poster
)
>
link
SlidesLive Video
|
Nicolas Christianson · Christopher Yeh · Tongxin Li · Mahdi Torabi Rad · Azarang Golmohammadi · Adam Wierman
🔗
|
-
|
Machine learning emulation of a local-scale UK climate model
(
Poster
)
>
link
SlidesLive Video
|
Henry Addison · Elizabeth Kendon · Suman Ravuri · Peter Watson · Laurence Aitchison
🔗
|
-
|
Bridging the Microwave Data Gap; Using Bayesian Deep Learning to “See” the Unseen
(
Poster
)
>
link
SlidesLive Video
|
Pedro Ortiz · Eleanor Casas · Marko Orescanin · Scott Powell
🔗
|
-
|
Towards Low Cost Automated Monitoring of Life Below Water to De-risk Ocean-Based Carbon Dioxide Removal and Clean Power
(
Poster
)
>
link
SlidesLive Video
|
Kameswari Devi Ayyagari · Christopher Whidden · Corey Morris · Joshua Barnes
🔗
|
-
|
Learning evapotranspiration dataset corrections from water cycle closure supervision
(
Poster
)
>
link
|
Tristan Hascoet · Victor Pellet · Filipe Aires
🔗
|
-
|
Convolutional Neural Processes for Inpainting Satellite Images: Application to Water Body Segmentation
(
Poster
)
>
link
SlidesLive Video
|
Alexander Pondaven · Mart Bakler · Donghu Guo · Hamzah Hashim · Martin Ignatov · Samir Bhatt · Seth Flaxman · Swapnil Mishra · Elie Alhajjar · Harrison Zhu
🔗
|
-
|
A POMDP Model for Safe Geological Carbon Sequestration
(
Poster
)
>
link
SlidesLive Video
|
Anthony Corso · Yizheng Wang · Markus Zechner · Jef Caers · Mykel J Kochenderfer
🔗
|
-
|
Optimizing Japanese dam reservoir inflow forecast for efficient operation
(
Poster
)
>
link
SlidesLive Video
|
Keisuke Yoshimi · Tristan Hascoet · Rousslan Dossa · Ryoichi Takashima · Tetsuya Takiguchi · Satoru Oishi
🔗
|
-
|
Deep Climate Change: A Dataset and Adaptive domain pre-trained Language Models for Climate Change Related Tasks
(
Poster
)
>
link
|
Saeid Vaghefi · Veruska Muccione · Christian Huggel · Hamed Khashehchi · Markus Leippold
🔗
|
-
|
Data-Driven Optimal Solver for Coordinating a Sustainable and Stable Power Grid
(
Poster
)
>
link
SlidesLive Video
|
Junfei Wang · Pirathayini Srikantha
🔗
|
-
|
Explainable Multi-Agent Recommendation System for Energy-Efficient Decision Support in Smart Homes
(
Poster
)
>
link
SlidesLive Video
|
Alona Zharova · Annika Boer · Julia Knoblauch · Kai Schewina · Jana Vihs
🔗
|
-
|
Towards a spatially transferable super resolution model for downscaling Antarctic surface melt
(
Poster
)
>
link
SlidesLive Video
|
Zhongyang Hu · Yao Sun · Peter Kuipers Munneke · Stef Lhermitte · Xiaoxiang Zhu
🔗
|
-
|
Forecasting European Ozone Air Pollution With Transformers
(
Poster
)
>
link
|
Sebastian Hickman · Paul Griffiths · Alex Archibald · Peer Nowack · Elie Alhajjar
🔗
|
-
|
Stability Constrained Reinforcement Learning for Real-Time Voltage Control
(
Poster
)
>
link
SlidesLive Video
|
Jie Feng · Yuanyuan Shi · Guannan Qu · Steven Low · Anima Anandkumar · Adam Wierman
🔗
|
-
|
Land Use Prediction using Electro-Optical to SAR Few-Shot Transfer Learning
(
Poster
)
>
link
SlidesLive Video
|
Marcel Hussing · Karen Li · Eric Eaton
🔗
|
-
|
Exploring Randomly Wired Neural Networks for Climate Model Emulation
(
Poster
)
>
link
SlidesLive Video
|
William Yik · Sam Silva · Andrew Geiss · Duncan Watson-Parris
🔗
|
-
|
Closing the Domain Gap -- Blended Synthetic Imagery for Climate Object Detection
(
Poster
)
>
link
SlidesLive Video
|
Caleb Kornfein · Frank Willard · Caroline Tang · Yuxi Long · Saksham Jain · Jordan Malof · Simiao Ren · Kyle Bradbury
🔗
|
-
|
SustainGym: A Benchmark Suite of Reinforcement Learning for Sustainability Applications
(
Poster
)
>
link
SlidesLive Video
|
Christopher Yeh · Victor Li · Rajeev Datta · Yisong Yue · Adam Wierman
🔗
|
-
|
Remote estimation of geologic composition using interferometric synthetic-aperture radar in California’s Central Valley
(
Poster
)
>
link
|
KYONGSIK YUN · Kyra Adams · John Reager · Zhen Liu · Caitlyn Chavez · Michael Turmon
🔗
|
-
|
AutoML for Climate Change: A Call to Action
(
Poster
)
>
link
SlidesLive Video
|
Renbo Tu · Nicholas Roberts · Vishak Prasad C · Sibasis Nayak · Paarth Jain · Frederic Sala · Ganesh Ramakrishnan · Ameet Talwalkar · Willie Neiswanger · Colin White
🔗
|
-
|
Temperature impacts on hate speech online: evidence from four billion tweets
(
Poster
)
>
link
SlidesLive Video
|
Annika Stechemesser · Anders Levermann · Leonie Wenz
🔗
|
-
|
Transformer Neural Networks for Building Load Forecasting
(
Poster
)
>
link
SlidesLive Video
|
Matthias Hertel · Simon Ott · Oliver Neumann · Benjamin Schäfer · Ralf Mikut · Veit Hagenmeyer
🔗
|
-
|
Estimating Chicago’s tree cover and canopy height using multi-spectral satellite imagery
(
Poster
)
>
link
SlidesLive Video
|
John Francis
🔗
|
-
|
Reconstruction of Grid Measurements in the Presence of Adversarial Attacks
(
Poster
)
>
link
SlidesLive Video
|
Amirmohammad Naeini · Samer El Kababji · Pirathayini Srikantha
🔗
|
-
|
Heat Demand Forecasting with Multi-Resolutional Representation of Heterogeneous Temporal Ensemble
(
Poster
)
>
link
SlidesLive Video
|
Satyaki Chatterjee · Adithya Ramachandran · Thorkil Flensmark Neergaard · Andreas Maier · Siming Bayer
🔗
|
-
|
Towards the Automatic Analysis of Ceilometer Backscattering Profiles using Unsupervised Learning
(
Poster
)
>
link
SlidesLive Video
|
Michael Dammann
🔗
|
-
|
Generalized Ice Detection on Wind Turbine Rotor Blades with Neural Style Transfer
(
Poster
)
>
link
SlidesLive Video
|
Joyjit Chatterjee · Maria Teresa Alvela Nieto · Hannes Gelbhardt · Nina Dethlefs · Jan Ohlendorf · Klaus-Dieter Thoben
🔗
|
-
|
Modelling the performance of delivery vehicles across urban micro-regions to accelerate the transition to cargo-bike logistics
(
Poster
)
>
link
SlidesLive Video
|
Maxwell Schrader · Navish Kumar · Nicolas Collignon · Maria Astefanoaei · Esben Sørig · Soon Myeong Yoon · Kai Xu · Akash Srivastava
🔗
|
-
|
An Inversion Algorithm of Ice Thickness and InSAR Data for the State of Friction at the Base of the Greenland Ice Sheet
(
Poster
)
>
link
SlidesLive Video
|
Aryan Jain · Jeonghyeop Kim · William Holt
🔗
|
-
|
Deep Learning for Rapid Landslide Detection using Synthetic Aperture Radar (SAR) Datacubes
(
Poster
)
>
link
SlidesLive Video
|
Vanessa Boehm · Wei Ji Leong · Ragini Bal Mahesh · Ioannis Prapas · Siddha Ganju · Freddie Kalaitzis · Edoardo Nemni · Raul Ramos-Pollán
🔗
|
-
|
Hybrid Recurrent Neural Network for Drought Monitoring
(
Poster
)
>
link
SlidesLive Video
|
Mengxue Zhang · Miguel-Ángel Fernández-Torres · Gustau Camps-Valls
🔗
|
-
|
Causal Modeling of Soil Processes for Improved Generalization
(
Poster
)
>
link
SlidesLive Video
|
Somya Sharma · Swati Sharma · Emre Kiciman · Andy Neal · Ranveer Chandra · John Crawford · Sara Malvar · Eduardo Rodrigues
🔗
|
-
|
Surrogate Modeling for Methane Dispersion Simulations Using Fourier Neural Operator
(
Poster
)
>
link
SlidesLive Video
|
Qie Zhang · Mirco Milletari · Yagna D Oruganti · Philipp Witte
🔗
|
-
|
Estimating Corporate Scope 1 Emissions Using Tree-Based Machine Learning Methods
(
Poster
)
>
link
SlidesLive Video
|
Elham Kheradmand · Maida Hadziosmanovic · Nazim Benguettat · H. Damon Matthews · Shannon M. Lloyd
🔗
|
-
|
Analyzing Micro-Level Rebound Effects of Energy Efficient Technologies
(
Poster
)
>
link
SlidesLive Video
|
Mayank Jain · Mukta Jain · Tarek Alskaif · Soumyabrata Dev
🔗
|
-
|
Comparing the carbon costs and benefits of low-resource solar nowcasting
(
Poster
)
>
link
SlidesLive Video
|
Ben Dixon · Jacob Bieker · Maria Perez-Ortiz
🔗
|
-
|
Climate Policy Tracker: Pipeline for automated analysis of public climate policies
(
Poster
)
>
link
SlidesLive Video
|
Artur Żółkowski · Mateusz Krzyziński · Piotr Wilczyński · Stanisław Giziński · Emilia Wiśnios · Bartosz Pieliński · Julian Sienkiewicz · Przemysław Biecek
🔗
|
-
|
Inferring signatures of reinforcing ideology underlying carbon tax opposition
(
Poster
)
>
link
|
Maximilian Puelma Touzel
🔗
|
-
|
Controllable Generation for Climate Modeling
(
Poster
)
>
link
SlidesLive Video
|
Moulik Choraria · Daniela Szwarcman · Bianca Zadrozny · Campbell Watson · Lav Varshney
🔗
|
-
|
Learn to Bid: Deep Reinforcement Learning with Transformer for Energy Storage Bidding in Energy and Contingency Reserve Markets
(
Poster
)
>
link
SlidesLive Video
|
Jinhao Li · Changlong Wang · Yanru Zhang · Hao Wang
🔗
|
-
|
Detecting Floods from Cloudy Scenes: A Fusion Approach Using Sentinel-1 and Sentinel-2 Imagery
(
Poster
)
>
link
SlidesLive Video
|
Qiuyang Chen · Xenofon Karagiannis · Simon M. Mudd
🔗
|
-
|
Short-range forecasts of global precipitation using deep learning-augmented numerical weather prediction
(
Poster
)
>
link
SlidesLive Video
|
Manmeet Singh · Vaisakh SB · Nachiketa Acharya · Aditya Grover · Suryachandra A. Rao · Bipin Kumar · Zong-Liang Yang · Dev Niyogi
🔗
|
-
|
Urban Heat Island Detection and Causal Inference Using Convolutional Neural Networks
(
Poster
)
>
link
SlidesLive Video
|
Zachary D Calhoun · Ziyang Jiang · Mike Bergin · David Carlson
🔗
|
-
|
EnhancedSD: Predicting Solar Power Reanalysis from Climate Projections via Image Super-Resolution
(
Poster
)
>
link
SlidesLive Video
|
Nidhin Harilal · Bri-Mathias Hodge · Claire Monteleoni · Aneesh Subramanian
🔗
|
-
|
Positional Encoder Graph Neural Networks for Geographic Data
(
Poster
)
>
link
SlidesLive Video
|
Konstantin Klemmer · Nathan Safir · Daniel Neill
🔗
|
-
|
Image-based Early Detection System for Wildfires
(
Poster
)
>
link
SlidesLive Video
|
Omkar Ranadive · Jisu Kim · Serin Lee · Youngseo Cha · Heechan Park · Minkook Cho · Young Hwang
🔗
|
-
|
Towards Global Crop Maps with Transfer Learning
(
Poster
)
>
link
SlidesLive Video
|
Hyun-Woo Jo · Alkiviadis Marios Koukos · Vasileios Sitokonstantinou · Woo-Kyun Lee · Charalampos Kontoes
🔗
|
-
|
Pyrocast: a Machine Learning Pipeline to Forecast Pyrocumulonimbus (PyroCb) clouds
(
Poster
)
>
link
SlidesLive Video
|
Kenza Tazi
🔗
|
-
|
Forecasting Global Drought Severity and Duration Using Deep Learning
(
Poster
)
>
link
SlidesLive Video
|
Akanksha Ahuja · Xin Rong Chua
🔗
|
-
|
Generating physically-consistent high-resolution climate data with hard-constrained neural networks
(
Poster
)
>
link
SlidesLive Video
|
Paula Harder · Qidong Yang · Venkatesh Ramesh · Prasanna Sattigeri · Alex Hernandez-Garcia · Campbell Watson · Daniela Szwarcman · David Rolnick
🔗
|
-
|
Transformers for Fast Emulation of Atmospheric Chemistry Box Models
(
Poster
)
>
link
|
Herbie Bradley · Nathan Luke Abraham · Peer Nowack · Doug McNeall
🔗
|
-
|
ForestBench: Equitable Benchmarks for Monitoring, Reporting, and Verification of Nature-Based Solutions with Machine Learning
(
Poster
)
>
link
SlidesLive Video
|
Lucas Czech · Björn Lütjens · David Dao
🔗
|
-
|
Flood Prediction with Graph Neural Networks
(
Poster
)
>
link
SlidesLive Video
|
Arlei Silva · Arnold Kazadi · James Doss-Gollin · Antonia Sebastian
🔗
|
-
|
Neural Representation of the Stratospheric Ozone Chemistry
(
Poster
)
>
link
SlidesLive Video
|
Helge Mohn · Daniel Kreyling · Ingo Wohltmann · Ralph Lehmann · Peter Maaß · Markus Rex
🔗
|
-
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Industry-scale CO2 Flow Simulations with Model-Parallel Fourier Neural Operators
(
Poster
)
>
link
SlidesLive Video
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Philipp Witte · Russell J. Hewett · Ranveer Chandra
🔗
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Interpretable Spatiotemporal Forecasting of Arctic Sea Ice Concentration at Seasonal Lead Times
(
Poster
)
>
link
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Matthew J Beveridge · Lucas Pereira
🔗
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-
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CliMedBERT: A Pre-trained Language Model for Climate and Health-related Text
(
Poster
)
>
link
SlidesLive Video
|
Babak Jalalzadeh Fard · Sadid A. Hasan · Jesse E. Bell
🔗
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Nowformer : A Locally Enhanced Temporal Learner for Precipitation Nowcasting
(
Poster
)
>
link
SlidesLive Video
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Jinyoung Park · Inyoung Lee · Minseok Son · Seungju Cho · Changick Kim
🔗
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Improving accuracy and convergence of federated learning edge computing methods for generalized DER forecasting applications in power grid
(
Poster
)
>
link
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Vineet Jagadeesan Nair
🔗
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-
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An Unsupervised Learning Perspective on the Dynamic Contribution to Extreme Precipitation Changes
(
Poster
)
>
link
SlidesLive Video
|
Griffin Mooers · Tom Beucler · Mike Pritchard · Stephan Mandt
🔗
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-
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An Interpretable Model of Climate Change Using Correlative Learning
(
Poster
)
>
link
SlidesLive Video
|
Charles Anderson · Jason Stock
🔗
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-
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Multimodal Wildland Fire Smoke Detection
(
Poster
)
>
link
SlidesLive Video
|
Mai Nguyen · Shreyas Anantha Ramaprasad · Jaspreet Kaur Bhamra · Siddhant Baldota · Gary Cottrell
🔗
|
-
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Using uncertainty-aware machine learning models to study aerosol-cloud interactions
(
Poster
)
>
link
SlidesLive Video
|
Maëlys Solal · Andrew Jesson · Yarin Gal · Alyson Douglas
🔗
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-
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Dynamic weights enabled Physics-Informed Neural Network for simulating the mobility of Engineered Nano Particles in a contaminated aquifer
(
Poster
)
>
link
SlidesLive Video
|
Shikhar Nilabh
🔗
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Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMs
(
Poster
)
>
link
SlidesLive Video
|
Claire Robin · Christian Requena-Mesa · Vitus Benson · Jeran Poehls · Lazaro Alonzo · Nuno Carvalhais · Markus Reichstein
🔗
|
-
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Generative Modeling of High-resolution Global Precipitation Forecasts
(
Poster
)
>
link
|
James Duncan · Peter Harrington · Shashank Subramanian
🔗
|
-
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Learning Surrogates for Diverse Emission Models
(
Poster
)
>
link
SlidesLive Video
|
Edgar Ramirez Sanchez · Catherine Tang · Vindula Jayawardana · Cathy Wu
🔗
|
-
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Continual VQA for Disaster Response Systems
(
Poster
)
>
link
SlidesLive Video
|
Aditya Kane · V MANUSHREE · Sahil Khose
🔗
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-
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Synthesis of Realistic Load Data: Adversarial Networks for Learning and Generating Residential Load Patterns
(
Poster
)
>
link
SlidesLive Video
|
Xinyu Liang · Hao Wang
🔗
|
-
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Guided Transformer Network for Detecting Methane Emissions in Sentinel-2 Satellite Imagery
(
Poster
)
>
link
SlidesLive Video
|
Satish Kumar · William Kingwill · Rozanne Mouton · Wojciech Adamczyk · Robert Huppertz · Evan Sherwin
🔗
|
-
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TCFD-NLP: Assessing alignment of climate disclosures using NLP for the financial markets
(
Poster
)
>
link
|
Rylen Sampson · Aysha Cotterill · Quoc Tien Au
🔗
|
-
|
A Global Classification Model for Cities using ML
(
Poster
)
>
link
SlidesLive Video
|
Mohamed Elhabashy · Doron Hazan · Mohanned ElKholy · Omer Mousa · Norhan Bayomi · Matias Williams · John Fernandez
🔗
|
-
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Don't Waste Data: Transfer Learning to Leverage All Data for Machine-Learnt Climate Model Emulation
(
Poster
)
>
link
SlidesLive Video
|
Raghul Parthipan · Damon Wischik
🔗
|
-
|
FIRO: A Deep-neural Network for Wildfire Forecast with Interpretable Hidden States
(
Poster
)
>
link
SlidesLive Video
|
Eduardo Rodrigues · Campbell Watson · Bianca Zadrozny · Gabrielle Nyirjesy
🔗
|
-
|
Cross Modal Distillation for Flood Extent Mapping
(
Poster
)
>
link
SlidesLive Video
|
Shubhika Garg · Ben Feinstein · Shahar Timnat · Vishal Batchu · Gideon Dror · Adi Gerzi Rosenthal · Varun Gulshan
🔗
|
-
|
Deep learning-based bias adjustment of decadal climate predictions
(
Poster
)
>
link
SlidesLive Video
|
Reinel Sospedra-Alfonso · Johannes Exenberger · Marie McGraw · Trung Kien Dang
🔗
|
-
|
Machine Learning for Activity-Based Road Transportation Emissions Estimation
(
Poster
)
>
link
SlidesLive Video
|
Derek Rollend
🔗
|
-
|
Bayesian State-Space SCM for Deforestation Baseline Estimation for Forest Carbon Credit
(
Poster
)
>
link
SlidesLive Video
|
Keisuke Takahata · Hiroshi Suetsugu · Keiichi Fukaya · Shinichiro Shirota
🔗
|
-
|
A Multi-Scale Deep Learning Framework for Projecting Weather Extremes
(
Poster
)
>
link
SlidesLive Video
|
Antoine Blanchard · Nishant Parashar · Boyko Dodov · Christian Lessig · Themis Sapsis
🔗
|
-
|
Evaluating Digital Tools for Sustainable Agriculture using Causal Inference
(
Poster
)
>
link
SlidesLive Video
|
Ilias Tsoumas · GEORGIOS GIANNARAKIS · Vasileios Sitokonstantinou · Alkiviadis Marios Koukos · Dimitra Loka · Nikolaos Bartsotas · Charalampos Kontoes · Ioannis Athanasiadis
🔗
|
-
|
DL-Corrector-Remapper: A grid-free bias-correction deep learning methodology for data-driven high-resolution global weather forecasting
(
Poster
)
>
link
SlidesLive Video
|
Tao Ge · Jaideep Pathak · Akshay Subramaniam · Karthik Kashinath
🔗
|
-
|
Adaptive Bias Correction for Improved Subseasonal Forecast
(
Poster
)
>
link
SlidesLive Video
|
Soukayna Mouatadid · Paulo Orenstein · Genevieve Flaspohler · Judah Cohen · Miruna Oprescu · Ernest Fraenkel · Lester Mackey
🔗
|
-
|
Calibration of Large Neural Weather Models
(
Poster
)
>
link
SlidesLive Video
|
Andre Graubner · Kamyar Azizzadenesheli · Jaideep Pathak · Morteza Mardani · Mike Pritchard · Karthik Kashinath · Anima Anandkumar
🔗
|
-
|
Personalizing Sustainable Agriculture with Causal Machine Learning
(
Poster
)
>
link
SlidesLive Video
|
GEORGIOS GIANNARAKIS · Vasileios Sitokonstantinou · Roxanne Suzette Lorilla · Charalampos Kontoes
🔗
|
-
|
Function Approximations for Reinforcement Learning Controller for Wave Energy Converters
(
Poster
)
>
link
SlidesLive Video
|
Soumyendu Sarkar · Vineet Gundecha · Alexander Shmakov · Sahand Ghorbanpour · Ashwin Ramesh Babu · Alexandre Pichard · Mathieu Cocho
🔗
|
-
|
AutoML-based Almond Yield Prediction and Projection in California
(
Poster
)
>
link
SlidesLive Video
|
Shiheng Duan · Shuaiqi Wu · Erwan Monier · Paul Ullrich
🔗
|
-
|
Aboveground carbon biomass estimate with Physics-informed deep network
(
Poster
)
>
link
SlidesLive Video
|
Juan Nathaniel · · Campbell Watson · Gabrielle Nyirjesy · Conrad Albrecht
🔗
|
-
|
Scene-to-Patch Earth Observation: Multiple Instance Learning for Land Cover Classification
(
Poster
)
>
link
SlidesLive Video
|
Joseph Early · Ying-Jung Deweese · Christine Evers · Sarvapali Ramchurn
🔗
|
-
|
Deep-S2SWind: A data-driven approach for improving Sub-seasonal wind predictions
(
Poster
)
>
link
|
Noelia Otero Felipe · Pascal Horton
🔗
|
-
|
Deep Hydrology: Hourly, Gap-Free Flood Maps Through Joint Satellite and Hydrologic Modelling
(
Poster
)
>
link
SlidesLive Video
|
Tanya Nair · Veda Sunkara · Jonathan Frame · Philip Popien · Subit Chakrabarti
🔗
|
-
|
Identifying Compound Climate Drivers of Forest Mortality with β-VAE
(
Poster
)
>
link
|
Mohit Anand · Lily-belle Sweet · Gustau Camps-Valls · Jakob Zscheischler
🔗
|
-
|
Deep Learning for Global Wildfire Forecasting
(
Poster
)
>
link
SlidesLive Video
|
Ioannis Prapas · Akanksha Ahuja · Spyros Kondylatos · Ilektra Karasante · Lazaro Alonso · Lefki-Ioanna Panagiotou · Charalampos Davalas · Dimitrios Michail · Nuno Carvalhais · IOANNIS PAPOUTSIS
🔗
|
-
|
Accessible Large-Scale Plant Pathology Recognition
(
Poster
)
>
link
|
Marcos Conde · Dmitry Gordeev
🔗
|
-
|
Performance evaluation of deep segmentation models on Landsat-8 imagery
(
Poster
)
>
link
SlidesLive Video
|
Akshat Bhandari · Pratinav Seth · Sriya Rallabandi · Aditya Kasliwal · Sanchit Singhal
🔗
|
-
|
Disaster Risk Monitoring Using Satellite Imagery
(
Poster
)
>
link
SlidesLive Video
|
Kevin Lee · Siddha Ganju
🔗
|
-
|
Machine Learning for Predicting Climate Extremes
(
Poster
)
>
link
SlidesLive Video
|
Hritik Bansal · Shashank Goel · Tung Nguyen · Aditya Grover
🔗
|
-
|
FourCastNet: A practical introduction to a state-of-the-art deep learning global weather emulator
(
Poster
)
>
link
SlidesLive Video
|
Jaideep Pathak · Shashank Subramanian · Peter Harrington · Thorsten Kurth · Andre Graubner · Morteza Mardani · David Hall · Karthik Kashinath · Anima Anandkumar
🔗
|
-
|
Automating the creation of LULC datasets
(
Poster
)
>
link
SlidesLive Video
|
Sambhav Rohatgi · Anthony Mucia
🔗
|
-
|
Estimating Heating Loads in Alaska using Remote Sensing and Machine Learning Methods
(
Poster
)
>
link
SlidesLive Video
|
Madelyn Gaumer · Nick Bolten · Vidisha Chowdhury · Philippe Schicker · Shamsi Soltani · Erin Trochim
🔗
|
-
|
Curriculum Based Reinforcement Learning to Avert Cascading Failures in the Electric Grid
(
Poster
)
>
link
SlidesLive Video
|
Amarsagar Reddy Ramapuram Matavalam · Kishan Prudhvi Guddanti · Yang Weng
🔗
|