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Accelerate custom generative AI app deployment using pre-built containers with optimized AI models.
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Forecasting
Use Case: Forecasting
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NVIDIA Earth-2 Inference
+1
NVIDIA AI Enterprise
NVIDIA
Earth-2 FourCastNet
FourCastNet predicts global atmospheric dynamics of various weather / climate variables.
Forecasting
PhysicsNeMo
Container
4mo
Updated
02/26/2026 UTC
NVIDIA AI Enterprise
+2
NVIDIA Developer Program
NVIDIA Earth-2 Inference
NVIDIA
Earth-2 FourCastNet SFNO
FourCastNet V2 model for predicting atmospheric dynamics.
Forecasting
PhysicsNeMo
Model
14mo
Updated
04/09/2025 UTC
NVIDIA Earth-2 Inference
+1
NVIDIA AI Enterprise
NVIDIA
Earth-2 CorrDiff
Correction Diffusion (CorrDiff) is a generative AI model that downscales surface and atmospheric variables to improve the accuracy and resolution of weather data.
Forecasting
PhysicsNeMo
Container
4mo
Updated
02/26/2026 UTC
NVIDIA AI Enterprise
+2
NVIDIA Developer Program
NVIDIA Earth-2 Inference
NVIDIA
Earth-2 CorrDiff US
Corrector Diffusion (CorrDiff) US GEFS-HRRR is a generative downscaling model for the contiguous United States.
Forecasting
PhysicsNeMo
+1
PyTorch
Model
14mo
Updated
04/09/2025 UTC
NVIDIA
Earth-2 FourCastNet 3
FourCastNet 3 is a probabilistic global weather modeling that uses geometric machine learning.
Academia / Higher Education
Agriculture
+9
CUDA
Energy
Financial Services
Forecasting
High Performance Computing
HPC / Supercomputing
PhysicsNeMo
PyTorch
Simulation and Modeling
Model
11mo
Updated
07/29/2025 UTC
NVIDIA
PhysicsNeMo Checkpoints: AFNO_DX_FI-V1-ERA5
This deep learning model, based on the Adaptive Fourier Neural Operator framework (AFNO), interpolates a prognostic forecast model to a shorter time-step size (by default from 6 h to 1 h).
Energy
Forecasting
+2
PhysicsNeMo
Simulation and Modeling
Model
11mo
Updated
07/17/2025 UTC
NVIDIA
NVIDIA PhysicsNeMo Sym Examples Supplemental Materials
This contains all the supplemental data for PhysicsNeMo Sym examples. This includes validation data, training data, large CSV/STLs, etc. For the python scripts, please refer https://github.com/nvidia/physicsnemo-sym
Academia / Higher Education
Aerospace
+11
AI
DL
Energy
Forecasting
Graph Neural Networks
Hardware / Semiconductor
HPC / Supercomputing
Physics and Dynamics Simulation
PhysicsNeMo
PyTorch
Simulation and Modeling
Resource
13mo
Updated
05/12/2025 UTC
NVIDIA
PhysicsNeMo Checkpoints: AFNO_DX_TP-V1-ERA5
This deep learning model, based on the Adaptive Fourier Neural Operator framework (AFNO), predicts 6-hour accumulated surface precipitation given 20 atmospheric variables plus invariants.
Energy
English
+4
Forecasting
PhysicsNeMo
PyTorch
Simulation and Modeling
Model
11mo
Updated
07/17/2025 UTC
NVIDIA
NVIDIA PhysicsNeMo Examples Supplemental Materials
This contains all the supplemental data for PhysicsNeMo examples. This includes files apart from the actual dataset required for training. For the python scripts, please refer https://github.com/nvidia/physicsnemo
Academia / Higher Education
Aerospace
+10
AI
DL
Energy
Forecasting
Graph Neural Networks
Hardware / Semiconductor
Physics and Dynamics Simulation
PhysicsNeMo
PyTorch
Simulation and Modeling
Resource
13mo
Updated
05/12/2025 UTC
NVIDIA
PhysicsNeMo Checkpoints: AFNO_DX_SR-V1-ERA5
This deep learning model, based on the Adaptive Fourier Neural Operator framework (AFNO), predicts 6-hour accumulated surface solar irradiance given 24 atmospheric variables plus invariants.
Energy
English
+4
Forecasting
PhysicsNeMo
PyTorch
Simulation and Modeling
Model
11mo
Updated
07/17/2025 UTC
NVIDIA
PhysicsNeMo Checkpoints: DLESyM-V1-ERA5
DLESyM-V1-ERA5 is an ensemble forecast model for global earth system modeling, including atmosphere and ocean components. The model operates with 6 hour temporal resolution, forecasting 8 atmospheric variables and 1 oceanic variable.
AI
Forecasting
+5
High Performance Computing
HPC / Supercomputing
PhysicsNeMo
PyTorch
Simulation and Modeling
Model
11mo
Updated
07/17/2025 UTC
NVIDIA
PhysicsNeMo Checkpoints: StormCast-V1-ERA5-HRRR
StormCast-V1-ERA5-HRRR is a mesoscale machine learning AI model that autoregressively predicts 99 state variables at km scale using a 1-hour time step, with dense vertical resolution in the atmosphere boundary layer.
AI
Energy
+4
English
Forecasting
HPC / Supercomputing
PyTorch
Model
11mo
Updated
07/17/2025 UTC
NVIDIA
PhysicsNeMo Checkpoints: AFNO_DX_WG-V1-ERA5
This deep learning model, based on the Adaptive Fourier Neural Operator framework (AFNO), predicts 6-hour maximum 3-second wind gusts given 20 atmospheric variables plus invariants.
Energy
English
+4
Forecasting
PhysicsNeMo
PyTorch
Simulation and Modeling
Model
11mo
Updated
07/17/2025 UTC
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