Library for using the models trained in PhysicsNeMo in Engineering and CFD workflows
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Aug 18, 2026 - Jupyter Notebook
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physicsnemo
Here are 12 public repositories matching this topic...
🚀 A high-performance C++ library for robust mesh input/output across numerous formats. This project serves as the ultimate "Swiss Army knife" for mesh manipulation workflows, providing blazing-fast and reliable data handling.
python machine-learning deep-learning cpp fortran conversion julia-language wasm ml mesh gpu-acceleration r-language pybind11 mesh-processing input-output finite-element-methods mcp-server mcp-tools physicsnemo
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Oct 19, 2026 - C++
Official repository for the SwAIther-Precip paper.
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Jun 8, 2026 - Python
Physical AI exploration by a CAE engineer: MeshGraphNet, FNO, PyG experiments. Companion code for the "AI Demystification" series.
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Apr 6, 2026 - Python
Native Apple Silicon Core ML port of NVIDIA PhysicsNeMo & Earth-2 Physical AI foundation models on 16-Core ANE (38 TOPS)
swift navier-stokes ane fluid-dynamics aerodynamics coreml weather-forecasting apple-silicon neural-operator apple-neural-engine physical-ai earth-2 physicsnemo
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Oct 10, 2026 - Swift
NVIDIA PhysicsNeMo plugin for DimensionLab Frontier: logging, model registry, checkpoint compatibility and dataset adapters. Installable independently of the platform.
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Oct 14, 2026 - Python
Predictive urban flash-flood engine — agentic AI for civil protection (NVIDIA Open Models Codefest 2026)
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Jul 25, 2026
Reconstructing high-resolution fluid simulations from coarse inputs with EDM diffusion and an FNO backbone on NVIDIA PhysicsNeMo.
super-resolution fluid-dynamics scientific-machine-learning diffusion-models neural-operators physicsnemo
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Jul 1, 2026 - Jupyter Notebook
Frontier Python SDK: offline-first experiment tracking for physics ML, the native Rust core, and the NVIDIA PhysicsNeMo bridge.
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Oct 14, 2026 - Rust
Open-data tokamak digital twin: replay real MAST shots beside a physics model, PhysicsNeMo surrogates with honest holdout errors, NVIDIA Warp field lines, OpenUSD export.
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Oct 16, 2026 - Python
GPU physics-informed neural operators for groundwater, benchmarked against per-well gray-box ODEs (PyTorch / PhysicsNeMo / CUDA)
deep-learning time-series cuda pytorch hydrology groundwater scientific-machine-learning physics-informed-neural-networks neural-operator physicsnemo
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Oct 11, 2026 - HTML
Himalayan GLOF digital twin
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Sep 3, 2026 - Python
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