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48 Results
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Comparing the carbon costs and benefits of low-resource solar nowcasting Ben Dixon · Jacob Bieker · Maria Perez-Ortiz |
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Controllable Generation for Climate Modeling Moulik Choraria · Daniela Szwarcman · Bianca Zadrozny · Campbell Watson · Lav Varshney |
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Forecasting Global Drought Severity and Duration Using Deep Learning Akanksha Ahuja · Xin Rong Chua |
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CliMedBERT: A Pre-trained Language Model for Climate and Health-related Text Babak Jalalzadeh Fard · Sadid A. Hasan · Jesse E. Bell |
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Don't Waste Data: Transfer Learning to Leverage All Data for Machine-Learnt Climate Model Emulation Raghul Parthipan · Damon Wischik |
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Fri 13:15 |
Rose Yu: "Physics-Guided Deep Learning for Climate Science" Rose Yu |
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Fri 7:00 |
Tackling Climate Change with Machine Learning Peetak Mitra · Maria João Sousa · Mark Roth · Jan Drgona · Emma Strubell · Yoshua Bengio |
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Improving the predictions of ML-corrected climate models with novelty detection Clayton Sanford · Anna Kwa · Oliver Watt-Meyer · Spencer K. Clark · Noah Brenowitz · Jeremy McGibbon · Christopher S. Bretherton |
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Multi-scale Digital Twin: Developing a fast and physics-infused surrogate model for groundwater contamination with uncertain climate models Lijing Wang · Takuya Kurihana · Aurelien Meray · Ilijana Mastilovic · Satyarth Praveen · Zexuan Xu · Milad Memarzadeh · Alexander Lavin · Haruko Wainwright |
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PhAST: Physics-Aware, Scalable, and Task-specific GNNs for accelerated catalyst design ALEXANDRE DUVAL · Victor Schmidt · Alex Hernandez-Garcia · Santiago Miret · Yoshua Bengio · David Rolnick |
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AutoML for Climate Change: A Call to Action Renbo Tu · Nicholas Roberts · Vishak Prasad C · Sibasis Nayak · Paarth Jain · Frederic Sala · Ganesh Ramakrishnan · Ameet Talwalkar · Willie Neiswanger · Colin White |
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Climate Policy Tracker: Pipeline for automated analysis of public climate policies Artur Żółkowski · Mateusz Krzyziński · Piotr Wilczyński · Stanisław Giziński · Emilia Wiśnios · Bartosz Pieliński · Julian Sienkiewicz · Przemysław Biecek |