AI Foundation Models for Weather and Climate: Applications, Design and ImplementationKarthik MukkavilliDaniel Salles Civitareseet al.2023arXiv
When Observability Meets Sustainability: A Real World ExperienceFan Jing MengHua Yeet al.2023OSSEU 2023
Forecasting Soil Moisture Using Domain Inspired Temporal Graph Convolution Neural Networks To Guide Sustainable Crop ManagementMuneeza AzmatMalvern Madondoet al.2023IJCAI 2023
Pre-trained and Fine-Tuning for Satellite Image-to-Image TranslationDaiki KimuraTatsuya Ishikawaet al.2023IJCAI 2023
Multi-modal and multi-scale screening of solid sorbent materials for gas capture: The importance of adsorption kineticsRodrigo Neumann Barros FerreiraFelipe Lopes de Oliveiraet al.2023ACS Fall 2023
Scope 3 emission estimation using large language modelsAyush JainManikandan Padmanabanet al.2023KDD 2023
Fragile Earth: AI for Climate Sustainability - From Wildfire Disaster Management to Public Health and BeyondNaoki AbeKathleen Buckinghamet al.2023KDD 2023
A process-level perspective of the impact of molecular force fields on the computational screening of MOFs for carbon captureConor CleetonFelipe Lopes de Oliveiraet al.2023Energy and Environmental Science
Toward Foundation Models for Earth Monitoring: Generalizable Deep Learning Models For Natural Hazard SegmentationJohannes JakubikMichal Muszynskiet al.2023IGARSS 2023