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Workshop Fri, Dec 11, 2026 • 8:00 AM – 5:00 PM AEDT Cockle Bay Room 2

NeurIPS 2026 Workshop on Tackling Climate Change with Machine Learning

Utkarsha Agwan ⋅ John Duncan ⋅ Kim Bente ⋅ Rajanie Prabha ⋅ Jonathan Richetti ⋅ Chen Chen ⋅ Yuanyuan Shi ⋅ David Rolnick ⋅ Utkarsha Agwan
Project Page [ OpenReview] 

Abstract

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Schedule

Time zone: Conference local time zone
Heat Resilience in Sight: Climate-Conditioned Thermal Affordance of Streetscapes Across Cities and Seasons
Sijie Yang ⋅ Adrian Chong ⋅ Pengyuan Liu ⋅ WENPEI LI ⋅ Xiaobing Wei ⋅ Jiatong Li ⋅ Hongping Sun ⋅ Daniela R García ⋅ Filip Biljecki
Heat Resilience in Sight: Climate-Conditioned Thermal Affordance of Streetscapes Across Cities and Seasons
Sijie Yang ⋅ Adrian Chong ⋅ Pengyuan Liu ⋅ WENPEI LI ⋅ Xiaobing Wei ⋅ Jiatong Li ⋅ Hongping Sun ⋅ Daniela R García ⋅ Filip Biljecki
IndiaS2S-Bench: A Comprehensive Benchmark of Subseasonal to Seasonal Forecasting over India
AYUSH RAJ ⋅ Saptarishi Dhanuka ⋅ Manmeet Singh ⋅ PARTHASARATHI MUKHOPADHYAY ⋅ Bedartha Goswami ⋅ Sandeep Juneja
IndiaS2S-Bench: A Comprehensive Benchmark of Subseasonal to Seasonal Forecasting over India
AYUSH RAJ ⋅ Saptarishi Dhanuka ⋅ Manmeet Singh ⋅ PARTHASARATHI MUKHOPADHYAY ⋅ Bedartha Goswami ⋅ Sandeep Juneja
Water Quality Prediction under Changing Climate: An Uncertainty Quantification Approach for River Network Graphs
Diep N Nguyen ⋅ Sayed Soroush Haj Zargarbashi ⋅ Majid Niazkar ⋅ Davide M Ferrario ⋅ Silvia Torresan ⋅ Andrea Critto ⋅ Aleksandar Bojchevski
Water Quality Prediction under Changing Climate: An Uncertainty Quantification Approach for River Network Graphs
Diep N Nguyen ⋅ Sayed Soroush Haj Zargarbashi ⋅ Majid Niazkar ⋅ Davide M Ferrario ⋅ Silvia Torresan ⋅ Andrea Critto ⋅ Aleksandar Bojchevski
Tracing Cross-Field Responses to Input Perturbations in Transformer-Based Weather Forecasting Models
Daniil Sukhorukov ⋅ Irina Kopnina ⋅ Prokhor Mironenkov ⋅ Dmitry Zhevnenko ⋅ Yury Maximov ⋅ Ilya Makarov
Tracing Cross-Field Responses to Input Perturbations in Transformer-Based Weather Forecasting Models
Daniil Sukhorukov ⋅ Irina Kopnina ⋅ Prokhor Mironenkov ⋅ Dmitry Zhevnenko ⋅ Yury Maximov ⋅ Ilya Makarov
IN-CONTEXT LEARNING WITH TABULAR FOUNDATION MODELS FOR METHANE EMISSION CLASSIFICATION
Anju Gopinath ⋅ Prajay Vora ⋅ Stuart N Riddick ⋅ Nikhil Krishnaswamy ⋅ Pandarasamy Arjunan ⋅ Gerald P Duggan
IN-CONTEXT LEARNING WITH TABULAR FOUNDATION MODELS FOR METHANE EMISSION CLASSIFICATION
Anju Gopinath ⋅ Prajay Vora ⋅ Stuart N Riddick ⋅ Nikhil Krishnaswamy ⋅ Pandarasamy Arjunan ⋅ Gerald P Duggan
AlphaEarth Embeddings Improve Malaria Forecasting in Low-Resource Settings
Usman Nazir ⋅ Laís Azevedo Soares ⋅ Faisal Yaseen ⋅ Arundhati S Wuppalapati ⋅ Dylan Scanlan ⋅ Jessica Mendes ⋅ Sara khalid
AlphaEarth Embeddings Improve Malaria Forecasting in Low-Resource Settings
Usman Nazir ⋅ Laís Azevedo Soares ⋅ Faisal Yaseen ⋅ Arundhati S Wuppalapati ⋅ Dylan Scanlan ⋅ Jessica Mendes ⋅ Sara khalid
Quality-of-Life-Driven Climate Adaptation Planning with Surrogate-Embedded Reinforcement Learning
Miguel Costa ⋅ Michel Mertens ⋅ Arthur Vandervoort ⋅ Martin Drews ⋅ Karyn Morrissey ⋅ Francisco Pereira
Quality-of-Life-Driven Climate Adaptation Planning with Surrogate-Embedded Reinforcement Learning
Miguel Costa ⋅ Michel Mertens ⋅ Arthur Vandervoort ⋅ Martin Drews ⋅ Karyn Morrissey ⋅ Francisco Pereira
Subseasonal monsoon dynamics over South Asia revealed by the Prithvi WxC foundation model
Haoxi Li ⋅ Mohammad Erfani ⋅ Muhammad A Ehsan ⋅ Vaishnavi Kannan ⋅ Emile Esmaili
Subseasonal monsoon dynamics over South Asia revealed by the Prithvi WxC foundation model
Haoxi Li ⋅ Mohammad Erfani ⋅ Muhammad A Ehsan ⋅ Vaishnavi Kannan ⋅ Emile Esmaili
Towards Adaptive Solar Tilt Control at High Latitudes
Sandun Amarathunga ⋅ Danika Gupta
Towards Adaptive Solar Tilt Control at High Latitudes
Sandun Amarathunga ⋅ Danika Gupta
Learning to Harness Data Center Flexibility with Adaptive Bandits for Sustainable AI
Zixi Chen ⋅ Yifu Ding ⋅ Ruicheng Ao ⋅ David Simchi-Levi ⋅ Thomas L Magnanti
Learning to Harness Data Center Flexibility with Adaptive Bandits for Sustainable AI
Zixi Chen ⋅ Yifu Ding ⋅ Ruicheng Ao ⋅ David Simchi-Levi ⋅ Thomas L Magnanti
Multi-Horizon Forecasting of Surface Water Across Australian Waterbodies
Mourya Reddy Polaka ⋅ Mukesh Prasad ⋅ Catarina Moreira
Multi-Horizon Forecasting of Surface Water Across Australian Waterbodies
Mourya Reddy Polaka ⋅ Mukesh Prasad ⋅ Catarina Moreira
Evaluating Foundation Models in Support of Climate-Resilient Plant Breeding
Jean Michel Amath Sarr ⋅ Sekou Remy ⋅ Paul Amayo ⋅ Tavonga Siyavora ⋅ Nasha Meoli ⋅ Perry Nelson ⋅ Yossi Matias ⋅ Abigail Annkah ⋅ Mercy Asiedu ⋅ Stephen Mutuvi ⋅ Patricia Strachan ⋅ Lorna O Omondi ⋅ Aisha Walcott-Bryant ⋅ Reuven Sayag ⋅ Avinatan Hassidim ⋅ Kaleab Tefera
Evaluating Foundation Models in Support of Climate-Resilient Plant Breeding
Jean Michel Amath Sarr ⋅ Sekou Remy ⋅ Paul Amayo ⋅ Tavonga Siyavora ⋅ Nasha Meoli ⋅ Perry Nelson ⋅ Yossi Matias ⋅ Abigail Annkah ⋅ Mercy Asiedu ⋅ Stephen Mutuvi ⋅ Patricia Strachan ⋅ Lorna O Omondi ⋅ Aisha Walcott-Bryant ⋅ Reuven Sayag ⋅ Avinatan Hassidim ⋅ Kaleab Tefera
Auditing Causal Teleconnections: An Identification-First Framework for Regional SST and Extreme Precipitation in ERA5
Pradyumna Sripada ⋅ Tiffany Soerianto ⋅ Nate Sheibley ⋅ Suditi Singh ⋅ Anirudh S Yetikuri
Auditing Causal Teleconnections: An Identification-First Framework for Regional SST and Extreme Precipitation in ERA5
Pradyumna Sripada ⋅ Tiffany Soerianto ⋅ Nate Sheibley ⋅ Suditi Singh ⋅ Anirudh S Yetikuri
GNN-Based Deep Reinforcement Learning for Coastal Emergency Response under Extreme Water Levels
Marcello SANO ⋅ Samuele Casagrande ⋅ Davide M Ferrario ⋅ Sebastiano Vascon ⋅ Silvia Torresan ⋅ Andrea Critto
GNN-Based Deep Reinforcement Learning for Coastal Emergency Response under Extreme Water Levels
Marcello SANO ⋅ Samuele Casagrande ⋅ Davide M Ferrario ⋅ Sebastiano Vascon ⋅ Silvia Torresan ⋅ Andrea Critto
Calibrating AI Subseasonal to Seasonal(S2S) Forecasts with Lightweight Regional Adapters
AYUSH RAJ ⋅ Manmeet Singh ⋅ Saptarishi Dhanuka ⋅ Bedartha Goswami ⋅ PARTHASARATHI MUKHOPADHYAY ⋅ Sandeep Juneja ⋅ Mrutyunjay Mohapatra
Calibrating AI Subseasonal to Seasonal(S2S) Forecasts with Lightweight Regional Adapters
AYUSH RAJ ⋅ Manmeet Singh ⋅ Saptarishi Dhanuka ⋅ Bedartha Goswami ⋅ PARTHASARATHI MUKHOPADHYAY ⋅ Sandeep Juneja ⋅ Mrutyunjay Mohapatra
TC-Next: Zero-Shot Multimodal Cyclone Forecasting
Zhe Wang ⋅ Sijie Chen ⋅ Yiming Luo ⋅ Chien-Yi Chang
TC-Next: Zero-Shot Multimodal Cyclone Forecasting
Zhe Wang ⋅ Sijie Chen ⋅ Yiming Luo ⋅ Chien-Yi Chang
Learning Calibrated Corrections to Spend-Based Carbon Estimates for ICT Hardware
Alexandra Bruefach ⋅ Josue R Campos ⋅ Richa Mishra ⋅ Lisa Rivalin
Learning Calibrated Corrections to Spend-Based Carbon Estimates for ICT Hardware
Alexandra Bruefach ⋅ Josue R Campos ⋅ Richa Mishra ⋅ Lisa Rivalin
PIKA : A Physics-Informed Koopman Autoencoder for Glacier Mass Balance Forecasting
Hardik Iyer ⋅ Hetansh Waghela ⋅ Akshat Bhalani ⋅ Ying-Jung Chen
PIKA : A Physics-Informed Koopman Autoencoder for Glacier Mass Balance Forecasting
Hardik Iyer ⋅ Hetansh Waghela ⋅ Akshat Bhalani ⋅ Ying-Jung Chen
High-Resolution Land-Use Reconstruction Using Swin Transformers
Marina Castaño ⋅ Amirpasha Mozaffari ⋅ Stefano Materia ⋅ Jordi Varela-Agrelo ⋅ Dario Garcia-Gasulla ⋅ Amanda Duarte
High-Resolution Land-Use Reconstruction Using Swin Transformers
Marina Castaño ⋅ Amirpasha Mozaffari ⋅ Stefano Materia ⋅ Jordi Varela-Agrelo ⋅ Dario Garcia-Gasulla ⋅ Amanda Duarte
Growth Before Differencing: Direct Transition Learning for Forest Biomass Monitoring
Shreyas Chatterjee ⋅ Rohit Ramachandran ⋅ Roshan Saxena
Growth Before Differencing: Direct Transition Learning for Forest Biomass Monitoring
Shreyas Chatterjee ⋅ Rohit Ramachandran ⋅ Roshan Saxena
On-Orbit Demonstration of Backpropagation-Free Neural Compression for Earth Observation
Woojin Cho ⋅ Junghwan Park ⋅ Sangcheol Sim ⋅ Darongsae Kwon
On-Orbit Demonstration of Backpropagation-Free Neural Compression for Earth Observation
Woojin Cho ⋅ Junghwan Park ⋅ Sangcheol Sim ⋅ Darongsae Kwon
Which Floods Should We Label? Environment-Aware Event Selection for Data-Efficient Flood Mapping
Shammo Biswas ⋅ Md. Fahmid-Ul-Alam Juboraj ⋅ Md. Golam Rabiul Alam ⋅ Md. Ashraful Alam
Which Floods Should We Label? Environment-Aware Event Selection for Data-Efficient Flood Mapping
Shammo Biswas ⋅ Md. Fahmid-Ul-Alam Juboraj ⋅ Md. Golam Rabiul Alam ⋅ Md. Ashraful Alam
From Weather to Enhanced Weathering: Weather Foundation Models for Carbon Dioxide Removal at Operational Scale
Sasankh Munukutla ⋅ Felipe Oviedo ⋅ Danrong Zhang ⋅ Kenji Takeda ⋅ Juan Lavista Ferres
From Weather to Enhanced Weathering: Weather Foundation Models for Carbon Dioxide Removal at Operational Scale
Sasankh Munukutla ⋅ Felipe Oviedo ⋅ Danrong Zhang ⋅ Kenji Takeda ⋅ Juan Lavista Ferres
Physics-informed Machine Learning to Constrain Anthropogenic SO$_2$ Emission
Aaron Simpson ⋅ Carla Roesch ⋅ Hyoji Kang ⋅ Colleen M Golja
Physics-informed Machine Learning to Constrain Anthropogenic SO$_2$ Emission
Aaron Simpson ⋅ Carla Roesch ⋅ Hyoji Kang ⋅ Colleen M Golja
Mixture of Earths: Leveraging the Complementary Strengths of Geospatial Foundation Models
Christian Lange ⋅ Carmen Oliver Huidobro ⋅ Georgios Athanasiou ⋅ Choukouriyah Arinloye ⋅ Bill Psomas ⋅ Nikolaos Ioannis Bountos ⋅ Shruti Nath ⋅ Kai Cohrs
Mixture of Earths: Leveraging the Complementary Strengths of Geospatial Foundation Models
Christian Lange ⋅ Carmen Oliver Huidobro ⋅ Georgios Athanasiou ⋅ Choukouriyah Arinloye ⋅ Bill Psomas ⋅ Nikolaos Ioannis Bountos ⋅ Shruti Nath ⋅ Kai Cohrs
Tracking Gold Mining Activity Behind Tropical Deforestation with Satellite Time Series
Ryota Okumura ⋅ Kazuyo Hirose ⋅ Binze Wang ⋅ Kazuyo Matsubae ⋅ Yoko Yamakata
Tracking Gold Mining Activity Behind Tropical Deforestation with Satellite Time Series
Ryota Okumura ⋅ Kazuyo Hirose ⋅ Binze Wang ⋅ Kazuyo Matsubae ⋅ Yoko Yamakata
A Global Spatiotemporal Landslide Dataset with Pre-event Deformation from MT-InSAR
Haruka Naruke ⋅ Takayuki Shinohara ⋅ Masashi Matsuoka
A Global Spatiotemporal Landslide Dataset with Pre-event Deformation from MT-InSAR
Haruka Naruke ⋅ Takayuki Shinohara ⋅ Masashi Matsuoka
Sim-to-real for Inertial Confinement Fusion: a step toward faster zero-carbon energy
Ricardo Luna Gutierrez ⋅ Vineet Gundecha ⋅ Rahman Ejaz ⋅ Varchas Gopalaswamy ⋅ Riccardo Betti ⋅ Sahand Ghorbanpour ⋅ Aarne Lees ⋅ Soumyendu Sarkar
Sim-to-real for Inertial Confinement Fusion: a step toward faster zero-carbon energy
Ricardo Luna Gutierrez ⋅ Vineet Gundecha ⋅ Rahman Ejaz ⋅ Varchas Gopalaswamy ⋅ Riccardo Betti ⋅ Sahand Ghorbanpour ⋅ Aarne Lees ⋅ Soumyendu Sarkar
LeakGFM: Towards Graph Foundation Models for Water Leakage Detection
Elif Hucumenoglu ⋅ Dali Wang ⋅ Danilo Mandic
LeakGFM: Towards Graph Foundation Models for Water Leakage Detection
Elif Hucumenoglu ⋅ Dali Wang ⋅ Danilo Mandic
RainOps: Multi-Source Availability-Aware Nowcasting with Residual Probabilistic Refinement
Rafael Pablos Sarabia ⋅ Joachim Nyborg ⋅ Morten Birk ⋅ Ira Assent
RainOps: Multi-Source Availability-Aware Nowcasting with Residual Probabilistic Refinement
Rafael Pablos Sarabia ⋅ Joachim Nyborg ⋅ Morten Birk ⋅ Ira Assent
Analyzing the Potential of Multi-Spectral Street-View Imagery
Akshit Gupta ⋅ Joris Timmermans ⋅ Filip Biljecki ⋅ Remko Uijlenhoet
Analyzing the Potential of Multi-Spectral Street-View Imagery
Akshit Gupta ⋅ Joris Timmermans ⋅ Filip Biljecki ⋅ Remko Uijlenhoet
Global Solar Siting from Geospatial Embeddings
Abdullah Rehman ⋅ Quentin Paletta ⋅ Rui Song
Global Solar Siting from Geospatial Embeddings
Abdullah Rehman ⋅ Quentin Paletta ⋅ Rui Song
Marchuk-S2S: Efficient Latent Flow Matching for Subseasonal Ensemble Weather Forecasting
Arsen Kuzhamuratov ⋅ Mikhail Zhirnov ⋅ Konstantin Sobolev
Marchuk-S2S: Efficient Latent Flow Matching for Subseasonal Ensemble Weather Forecasting
Arsen Kuzhamuratov ⋅ Mikhail Zhirnov ⋅ Konstantin Sobolev
Steering Diffusion Priors with Sparse Observations for 1-km, 1-hour Temperature Reconstruction
Anirudh Avireddy ⋅ Manmeet Singh ⋅ Shivanshi Singh ⋅ AYUSH RAJ ⋅ Saptarishi Dhanuka ⋅ PARTHASARATHI MUKHOPADHYAY ⋅ Sandeep Juneja
Steering Diffusion Priors with Sparse Observations for 1-km, 1-hour Temperature Reconstruction
Anirudh Avireddy ⋅ Manmeet Singh ⋅ Shivanshi Singh ⋅ AYUSH RAJ ⋅ Saptarishi Dhanuka ⋅ PARTHASARATHI MUKHOPADHYAY ⋅ Sandeep Juneja
Xaurora: Finetuning an Atmospheric Foundation Model for Generative Weather Forecasting
Eliot Walt ⋅ Miltiadis Kofinas ⋅ Nikolaj T Mücke ⋅ Efstratios Gavves ⋅ Dim Coumou
Xaurora: Finetuning an Atmospheric Foundation Model for Generative Weather Forecasting
Eliot Walt ⋅ Miltiadis Kofinas ⋅ Nikolaj T Mücke ⋅ Efstratios Gavves ⋅ Dim Coumou
Prune Before You Adapt: Efficient Earth Observation Foundation Models for Climate Monitoring
Mengting Ai ⋅ Alice L Fan ⋅ Xinrui He ⋅ Xinyu He ⋅ Sirui Chen ⋅ Yikun Han ⋅ Hanghang Tong ⋅ Jingrui He
Prune Before You Adapt: Efficient Earth Observation Foundation Models for Climate Monitoring
Mengting Ai ⋅ Alice L Fan ⋅ Xinrui He ⋅ Xinyu He ⋅ Sirui Chen ⋅ Yikun Han ⋅ Hanghang Tong ⋅ Jingrui He
Zero-Shot Forecasting of In-Situ Soil Moisture and Temperature with a Time-Series Foundation Model
Mohammad Talaei ⋅ Mohammad Goudarzi ⋅ Vanessa NL Wong ⋅ Iadine Chades
Zero-Shot Forecasting of In-Situ Soil Moisture and Temperature with a Time-Series Foundation Model
Mohammad Talaei ⋅ Mohammad Goudarzi ⋅ Vanessa NL Wong ⋅ Iadine Chades
Beyond Expected Value: PPO with Distributional Critics for Systematic Conservation Planning
Ana María Quintero-Ossa ⋅ Daniele Silvestro ⋅ Maria Perez-Ortiz ⋅ James Rudd-Jones
Beyond Expected Value: PPO with Distributional Critics for Systematic Conservation Planning
Ana María Quintero-Ossa ⋅ Daniele Silvestro ⋅ Maria Perez-Ortiz ⋅ James Rudd-Jones
Concentration Beats Coverage: Impact-Aware Expert Review for AI-Assisted Carbon Footprint Estimation
Lin Shi ⋅ Jonathan Pugh ⋅ Yuwei Qin ⋅ Nathanael Teissier ⋅ Oluwaseyi Feyisetan ⋅ Mario Berges ⋅ Michael Taptich ⋅ Vikram Iyer
Concentration Beats Coverage: Impact-Aware Expert Review for AI-Assisted Carbon Footprint Estimation
Lin Shi ⋅ Jonathan Pugh ⋅ Yuwei Qin ⋅ Nathanael Teissier ⋅ Oluwaseyi Feyisetan ⋅ Mario Berges ⋅ Michael Taptich ⋅ Vikram Iyer
Benchmarking Segmentation Models for Scalable Mangrove Mapping with Sentinel-1/2 Imagery
Damba KONE ⋅ sara mobsite ⋅ Joris Guerin ⋅ Thibault Catry
Benchmarking Segmentation Models for Scalable Mangrove Mapping with Sentinel-1/2 Imagery
Damba KONE ⋅ sara mobsite ⋅ Joris Guerin ⋅ Thibault Catry
OT-WildfireState: A Multimodal Dataset for Short-Term Wildfire Spread Prediction
Pranay Pratik ⋅ Danica Rovó ⋅ Dmitry Rashkovetsky ⋅ Dominik P Laux
OT-WildfireState: A Multimodal Dataset for Short-Term Wildfire Spread Prediction
Pranay Pratik ⋅ Danica Rovó ⋅ Dmitry Rashkovetsky ⋅ Dominik P Laux
Adaptive Flood-Scenario Generation via LLM-Guided Closed-Loop Simulation
Jasmina Moskovljevic ⋅ Ana Samac ⋅ Anja Randelovic ⋅ Milan Stojkovic ⋅ Veljko Prodanovic
Adaptive Flood-Scenario Generation via LLM-Guided Closed-Loop Simulation
Jasmina Moskovljevic ⋅ Ana Samac ⋅ Anja Randelovic ⋅ Milan Stojkovic ⋅ Veljko Prodanovic
DROP: Diffusion-based Rainfall down-scaling with Observational and Prior guidance across scales
Haoran Li ⋅ Shixue Li ⋅ Dangfeng Pan ⋅ Richard Scalzo ⋅ Ailie J Gallant ⋅ Julie M Arblaster ⋅ Iadine Chades
DROP: Diffusion-based Rainfall down-scaling with Observational and Prior guidance across scales
Haoran Li ⋅ Shixue Li ⋅ Dangfeng Pan ⋅ Richard Scalzo ⋅ Ailie J Gallant ⋅ Julie M Arblaster ⋅ Iadine Chades
Nowcasting of Tropical Cyclone Wind Fields and Intensity from Geostationary Imagery
Simon Donike ⋅ Pritthijit Nath ⋅ Cristina Radin ⋅ Emiliano Diaz ⋅ William K Jones ⋅ Anna Jungbluth
Nowcasting of Tropical Cyclone Wind Fields and Intensity from Geostationary Imagery
Simon Donike ⋅ Pritthijit Nath ⋅ Cristina Radin ⋅ Emiliano Diaz ⋅ William K Jones ⋅ Anna Jungbluth
FM-ChangeNet++: Learned Nonlinear Feature Transport for Change Detection
Roie Kazoom ⋅ George Leifman ⋅ Genady Beryozkin
FM-ChangeNet++: Learned Nonlinear Feature Transport for Change Detection
Roie Kazoom ⋅ George Leifman ⋅ Genady Beryozkin
HybridCT: ML Accelerated Tomography for Climate Relevant 3D Cloud Observations
Linda Forster ⋅ Nicholas LaHaye ⋅ Anna Jungbluth
HybridCT: ML Accelerated Tomography for Climate Relevant 3D Cloud Observations
Linda Forster ⋅ Nicholas LaHaye ⋅ Anna Jungbluth
Who’s Who in the Anemone? A Benchmark for Clownfish Tracking in the Wild
Owen Chau ⋅ Alexander Gou ⋅ Ruta Sirdeshmukh ⋅ Sarah Z Zhou ⋅ Michael Wakeham ⋅ Quang T Truong ⋅ Logan Lawrence ⋅ Andy Zhang ⋅ Veronika Tio ⋅ Jaahnavi Tirumala ⋅ Arjun Chandra ⋅ Fritz A Francisco ⋅ Peter Buston ⋅ Boqing Gong
Who’s Who in the Anemone? A Benchmark for Clownfish Tracking in the Wild
Owen Chau ⋅ Alexander Gou ⋅ Ruta Sirdeshmukh ⋅ Sarah Z Zhou ⋅ Michael Wakeham ⋅ Quang T Truong ⋅ Logan Lawrence ⋅ Andy Zhang ⋅ Veronika Tio ⋅ Jaahnavi Tirumala ⋅ Arjun Chandra ⋅ Fritz A Francisco ⋅ Peter Buston ⋅ Boqing Gong
In-context learning of tipping points
Juan Nathaniel ⋅ Yunus Sevinchan ⋅ Kai Ueltzhöffer ⋅ Carla Roesch ⋅ Tobias Weber ⋅ Vaios Laschos ⋅ Hang Fan ⋅ Gregor Ramien ⋅ Johannes Haux ⋅ Pierre Gentine ⋅ Benjamin Herdeanu
In-context learning of tipping points
Juan Nathaniel ⋅ Yunus Sevinchan ⋅ Kai Ueltzhöffer ⋅ Carla Roesch ⋅ Tobias Weber ⋅ Vaios Laschos ⋅ Hang Fan ⋅ Gregor Ramien ⋅ Johannes Haux ⋅ Pierre Gentine ⋅ Benjamin Herdeanu
ENSO Forecasting from Sea Surface Temperature Observations via Structured Variational Autoencoders
Mehrnaz Motamed ⋅ Gabriel Hope ⋅ Yannick Peings ⋅ Gudrun Magnusdottir ⋅ Erik Sudderth
ENSO Forecasting from Sea Surface Temperature Observations via Structured Variational Autoencoders
Mehrnaz Motamed ⋅ Gabriel Hope ⋅ Yannick Peings ⋅ Gudrun Magnusdottir ⋅ Erik Sudderth
Probabilistic Latent Diffusion for Downscaling Fire Emissions in NASA GISS Earth System Model
Hudson Miller ⋅ Mohammad Erfani ⋅ Sophie Duan ⋅ Keren Mezuman
Probabilistic Latent Diffusion for Downscaling Fire Emissions in NASA GISS Earth System Model
Hudson Miller ⋅ Mohammad Erfani ⋅ Sophie Duan ⋅ Keren Mezuman
Variable Masking for Climate Emulation in ACE
Alexey Yermakov ⋅ Troy Arcomano ⋅ Jeremy McGibbon ⋅ Brian Henn ⋅ Oliver Watt-Meyer
Variable Masking for Climate Emulation in ACE
Alexey Yermakov ⋅ Troy Arcomano ⋅ Jeremy McGibbon ⋅ Brian Henn ⋅ Oliver Watt-Meyer
MUNDO: Temporal Downscaling by Recursive Conditional Sampling
Aymeric Delefosse ⋅ Manon Tavernier ⋅ Julie Keisler ⋅ Anastase Charantonis ⋅ Dominique Béréziat
MUNDO: Temporal Downscaling by Recursive Conditional Sampling
Aymeric Delefosse ⋅ Manon Tavernier ⋅ Julie Keisler ⋅ Anastase Charantonis ⋅ Dominique Béréziat
Mechanistic Interpretability of Atmospheric Rivers in GraphCast
Madelyn Mathai ⋅ Antonios Mamalakis ⋅ Kevin Grise ⋅ Chirag Agarwal ⋅ Timothy Higgins
Mechanistic Interpretability of Atmospheric Rivers in GraphCast
Madelyn Mathai ⋅ Antonios Mamalakis ⋅ Kevin Grise ⋅ Chirag Agarwal ⋅ Timothy Higgins
Data-driven Optimal Sensor Placement for Aerosol Monitoring in the UK
Talha Ansar ⋅ Waqar M Ashraf ⋅ Alejandro Coca-Castro ⋅ Manvendra Janmaijaya ⋅ Ramit Debnath ⋅ Scott Hosking
Data-driven Optimal Sensor Placement for Aerosol Monitoring in the UK
Talha Ansar ⋅ Waqar M Ashraf ⋅ Alejandro Coca-Castro ⋅ Manvendra Janmaijaya ⋅ Ramit Debnath ⋅ Scott Hosking
A Spatiotemporal Transformer for Satellite Retrieval of Lake Turbidity
Ayush Prasad ⋅ Snehal Verma ⋅ Mohammad Aatish Khan
A Spatiotemporal Transformer for Satellite Retrieval of Lake Turbidity
Ayush Prasad ⋅ Snehal Verma ⋅ Mohammad Aatish Khan
Multi-Agent Reinforcement Learning for Global Climate Policy Cooperation
Anne Moll-Elsborg ⋅ Oskar Bohn Lassen ⋅ Francisco Pereira
Multi-Agent Reinforcement Learning for Global Climate Policy Cooperation
Anne Moll-Elsborg ⋅ Oskar Bohn Lassen ⋅ Francisco Pereira
Specialize, Don't Pretrain: Lightweight Adaptation of Vision Foundation Models for Climate Monitoring
Junghwan Park ⋅ Sooyoung Yang ⋅ JaeWan Park ⋅ Darongsae Kwon
Specialize, Don't Pretrain: Lightweight Adaptation of Vision Foundation Models for Climate Monitoring
Junghwan Park ⋅ Sooyoung Yang ⋅ JaeWan Park ⋅ Darongsae Kwon
Bridging Annotation Granularity in Synthetic-to-Real Forest Tree Segmentation: The MGTD Dataset
Pankaj Deoli ⋅ Anmol Ashri ⋅ Anandatirtha JS ⋅ Karsten Berns
Bridging Annotation Granularity in Synthetic-to-Real Forest Tree Segmentation: The MGTD Dataset
Pankaj Deoli ⋅ Anmol Ashri ⋅ Anandatirtha JS ⋅ Karsten Berns
Ranking Is Not Valuation: Selection-Aware Carbon Claims under Supplier Shift
Vatsal Jha ⋅ Anupam Srivastava ⋅ Ashok Bragadeshwaran
Ranking Is Not Valuation: Selection-Aware Carbon Claims under Supplier Shift
Vatsal Jha ⋅ Anupam Srivastava ⋅ Ashok Bragadeshwaran
FASST: A Compact Stateless Atmosphere Model for Long-Term Ocean Coupling
Pratham Aggarwal ⋅ Duncan Watson-Parris ⋅ William Chapman
FASST: A Compact Stateless Atmosphere Model for Long-Term Ocean Coupling
Pratham Aggarwal ⋅ Duncan Watson-Parris ⋅ William Chapman
Learning Spatial Ecological Networks from Geolocated Molecular and Earth Observation Data
Victor Boussange ⋅ Guillaume Dalle ⋅ Fanny M Missillier ⋅ Patrick Thiran
Learning Spatial Ecological Networks from Geolocated Molecular and Earth Observation Data
Victor Boussange ⋅ Guillaume Dalle ⋅ Fanny M Missillier ⋅ Patrick Thiran
Does Confidence Track Visibility? Diagnosing Blind Confidence in Cloud-Occluded Flood Segmentation
Md Muntaqim Meherab ⋅ Tazim Hossen ⋅ MAHFUZUR R MAHFUZ ⋅ Sajedul I Tanim ⋅ Abdullah Al Maruf ⋅ Mirza A Akif ⋅ SALMAN
Does Confidence Track Visibility? Diagnosing Blind Confidence in Cloud-Occluded Flood Segmentation
Md Muntaqim Meherab ⋅ Tazim Hossen ⋅ MAHFUZUR R MAHFUZ ⋅ Sajedul I Tanim ⋅ Abdullah Al Maruf ⋅ Mirza A Akif ⋅ SALMAN
Operator-Aware Posterior Sampling for Multivariate Weather Downscaling
Carlo Saccardi ⋅ Rudolf Saathof ⋅ Geethu Joseph ⋅ Justin Dauwels
Operator-Aware Posterior Sampling for Multivariate Weather Downscaling
Carlo Saccardi ⋅ Rudolf Saathof ⋅ Geethu Joseph ⋅ Justin Dauwels
Learning Ensemble Mixtures from Observations and Adapting Online with Theoretical Bounds
Saptarishi Dhanuka ⋅ Sarvesh R Iyer ⋅ Manmeet Singh ⋅ Mrutyunjay Mohapatra ⋅ PARTHASARATHI MUKHOPADHYAY ⋅ Sandeep Juneja
Learning Ensemble Mixtures from Observations and Adapting Online with Theoretical Bounds
Saptarishi Dhanuka ⋅ Sarvesh R Iyer ⋅ Manmeet Singh ⋅ Mrutyunjay Mohapatra ⋅ PARTHASARATHI MUKHOPADHYAY ⋅ Sandeep Juneja
Improving Childhood Respiratory Infection Risk Mapping with AlphaEarth Embeddings
Usman Nazir ⋅ Faisal Yaseen ⋅ Hafiz Muhammad Abubakar ⋅ Mujadid Sana ⋅ Sara khalid
Improving Childhood Respiratory Infection Risk Mapping with AlphaEarth Embeddings
Usman Nazir ⋅ Faisal Yaseen ⋅ Hafiz Muhammad Abubakar ⋅ Mujadid Sana ⋅ Sara khalid
From Prediction to Dialogue: Human-AI Collaboration for Nature
Georgiana Manolache ⋅ Gerard Schouten
From Prediction to Dialogue: Human-AI Collaboration for Nature
Georgiana Manolache ⋅ Gerard Schouten
Active Carbon Accounting: Bayesian Value-of-Information Methods for Hardware Emissions Inventories
Favour Nerrise ⋅ Alexandra Bruefach ⋅ Josue R Campos ⋅ Tali Brennan ⋅ Richa Mishra ⋅ Lisa Rivalin
Active Carbon Accounting: Bayesian Value-of-Information Methods for Hardware Emissions Inventories
Favour Nerrise ⋅ Alexandra Bruefach ⋅ Josue R Campos ⋅ Tali Brennan ⋅ Richa Mishra ⋅ Lisa Rivalin
Keynote
Michael Bewley
Keynote
Negin Nazarian
Keynote
June Lukuyu
Panel
Nick Wright
Panel
Pia Faustino