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PhysicsNeMo
NVIDIA Platform: PhysicsNeMo
Clear Filters
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
5mo
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
16mo
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
5mo
Updated
02/26/2026 UTC
NVIDIA Developer Program
+1
NVIDIA AI Enterprise
NVIDIA
DoMINO-Automotive-Aero NIM
This NIM serves as a demonstration of the potential of foundation models for early stage design evaluation in automotive aerodynamics.
Aerospace
AI
+11
Automotive / Transportation
DL
High Performance Computing
HPC
HPC / Supercomputing
ML
NVIDIA AI
Physics and Dynamics Simulation
PhysicsNeMo
PyTorch
Simulation and Modeling
Container
6mo
Updated
01/22/2026 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
16mo
Updated
04/09/2025 UTC
NVIDIA
NVIDIA PhysicsNeMo Ahmed Body Dataset
This is a simulated dataset generated using OpenFOAM. The dataset comprises flow fields such as pressure and wall-shear-stress for different Ahmed body designs and inlet flow speeds.
Dataset
HPC / Supercomputing
+2
PhysicsNeMo
Simulation and Modeling
Resource
13mo
Updated
06/10/2025 UTC
NVIDIA AI Enterprise
NVIDIA
PhysicsNeMo Secured Feature Branch
NVIDIA PhysicsNeMo is an open-source framework for building, training, and fine-tuning Physics-ML models.
Academia / Higher Education
Aerospace
+9
AI
Architecture / Engineering / Construction
Automotive / Transportation
High Performance Computing
HPC / Supercomputing
NVIDIA AI
Physics and Dynamics Simulation
PhysicsNeMo
Simulation and Modeling
Container
4d
Updated
08/06/2026 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
12mo
Updated
07/29/2025 UTC
NVIDIA AI Enterprise
NVIDIA
NVIDIA PhysicsNeMo Datacenter CFD Dataset
Dataset and reference OpenFOAM setup for Datacenter CFD surrogate model training using PhysicsNeMo.
Config file
Dataset
+3
HPC / Supercomputing
PhysicsNeMo
Simulation and Modeling
Resource
16mo
Updated
03/31/2025 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
12mo
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
14mo
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
12mo
Updated
07/17/2025 UTC
NVIDIA
PhysicsNeMo Datasets: Stokes Flow
Stokes flow dataset with parameterized domain
Academia / Higher Education
AI
+11
Dataset
Deep Graph Library
DL
Energy
Graph Neural Networks
High Performance Computing
HPC / Supercomputing
Physics and Dynamics Simulation
PhysicsNeMo
PyTorch
Simulation and Modeling
Resource
13mo
Updated
06/10/2025 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
14mo
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
12mo
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
12mo
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
12mo
Updated
07/17/2025 UTC
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