Jayesh K. Gupta
AI researcher and founder building foundation models for Earth systems
Network
3.3K connectionsNetwork
3.3K connectionsSummary
Work
Education
Projects
Writing
A Foundation Model for the Earth System (Aurora)
January 1, 2025Large multi-author work describing Aurora, a foundation model for atmospheric/earth-system modeling published in Nature (2025); Jayesh appears as a contributing author.
ClimaX: A foundation model for weather and climate
January 1, 2023Paper describing ClimaX, a foundation model trained for weather and climate tasks; presents model design, training, and downstream adaptation/forecasting experiments.
Clifford Neural Layers for PDE Modeling
January 1, 2023Paper on Clifford-inspired neural layers applied to PDE modeling (ICLR/related venue); explores geometric representations for better PDE surrogates.
Towards Multiāspatiotemporalāscale Generalized PDE Modeling (PDEArena)
January 1, 2022Preprint describing approaches and benchmarks for generalized PDE modeling across spatial and temporal scales; introduces the PDEArena framework for evaluation.
Hobbies
Maintains and contributes to open-source research software and toolkits (PDEArena, CliffordLayers and related repos). github+1
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