conftrace_

climate modeling

11 papers

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Co-occurring keywords

precipitation downscaling (3) statistical downscaling (5) weather forecasting (42) diffusion model (3751) ensemble learning (1274) numerical weather prediction (6) spatiotemporal datum (20) time-varying model (3) network interpretability (7) factor model (15)

Papers

FuXi-RTM: A Physics-Guided Prediction Framework with Radiative Transfer Modeling ICCV 2025
Deconfounding Multi-Cause Latent Confounders: A Factor-Model Approach to Climate Model Bias Correction IJCAI 2025
Probablistic Emulation of a Global Climate Model with Spherical DYffusion NIPS 2024
Fourier Neural Operators for Arbitrary Resolution Climate Data Downscaling JMLR 2024
Precipitation Downscaling with Spatiotemporal Video Diffusion NIPS 2024
Quantile-Regression-Ensemble: A Deep Learning Algorithm for Downscaling Extreme Precipitation AAAI 2024
Embedding a Long Short-Term Memory Network in a Constraint Programming Framework for Tomato Greenhouse Optimisation AAAI 2023
ClimaX: A foundation model for weather and climate ICML 2023
Earthformer: Exploring Space-Time Transformers for Earth System Forecasting NIPS 2022
Interpreting Time-Varying Dynamic Bayesian Networks for Earth Climate Modelling PGM 2022
MUSCAT: Multi-Scale Spatio-Temporal Learning with Application to Climate Modeling IJCAI 2018