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  1. Home
  2. /Repositories
  3. /NVIDIA/physicsnemo
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repoGitHubTrust 82 · PrimaryPublished yesterdayLive · 15h ago

NVIDIA/physicsnemo

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Covers

newsFrom Materials Simulation to Experimental Astronomy, New NVIDIA AI Software Unlocks Scientific DiscoveriesnewsNVIDIA BioNeMo Agent Toolkit Brings Accelerated AI to Life Sciences Researchers in Claude SciencenewsHow Businesses Are Building Specialized AI They Can Trust

Implements

paperA Multi-Fidelity Convolutional Autoencoder-Transfer Learning Framework for Guided-Wave-Based Damage Diagnosis Using Large Simulated and Limited Experimental DatasetspaperGPU Parallelization Strategies for Forward and Backward Propagation in Shallow Neural Networks: A CUDA-Based Comparative Study

Implements (incoming)

paperRadiomicNet: A Hybrid Radiomics-Guided Lightweight Architecture for Interpretable Medical Image SegmentationpaperAn Optimisation Framework for the Well-Conditioned Training of Physics-Informed Neural Networks

Related across the graph

newsFrom Materials Simulation to Experimental Astronomy, New NVIDIA AI Software Unlocks Scientific DiscoveriespaperA Multi-Fidelity Convolutional Autoencoder-Transfer Learning Framework for Guided-Wave-Based Damage Diagnosis Using Large Simulated and Limited Experimental DatasetspaperRadiomicNet: A Hybrid Radiomics-Guided Lightweight Architecture for Interpretable Medical Image SegmentationnewsHow Businesses Are Building Specialized AI They Can TrustnewsNVIDIA BioNeMo Agent Toolkit Brings Accelerated AI to Life Sciences Researchers in Claude SciencepaperAn Optimisation Framework for the Well-Conditioned Training of Physics-Informed Neural NetworkspaperGPU Parallelization Strategies for Forward and Backward Propagation in Shallow Neural Networks: A CUDA-Based Comparative Study
Knowledge path·NFrom Materials Simulation to Experimental Astronomy, New NVIDIA AI Software Unlocks Scientific Discoveries→PA Multi-Fidelity Convolutional Autoencoder-Transfer Learning Framework for Guided-Wave-Based Damage Diagnosis Using Large Simulated and Limited Experimental Datasets→PRadiomicNet: A Hybrid Radiomics-Guided Lightweight Architecture for Interpretable Medical Image Segmentation→RNVIDIA/physicsnemo

Topics

deep-learningmachine-learningnvidia-gpunvidia-warpphysicspytorch

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Graph trust82Primary
Graph score3003