Deep neural networks (DNNs), the machine learning algorithms underpinning the functioning of large language models (LLMs) and ...

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visualization machine-learning deep-learning neural-network torch pytorch artificial-intelligence architecture-visualization architecture-diagram visualtorch Updated 3 weeks ago Python ...

Machine Learning Potentials (MLPs) have advanced rapidly and show great promise to transform Molecular Dynamics (MD) simulations. However, most existing software tools are tied to specific MLP ...

The widespread use of polyfluoroalkyl substances (PFASs) threatens the ecosystem and human health, while their rapid multicomponent identification remains challenging. Here, for the first time, a ...

Land cover (LC) mapping using satellite imagery is critical for environmental monitoring and management. Deep learning (DL), particularly convolutional neural networks (CNNs) and vision transformers ...

Yellowstone, a popular tourist destination and namesake of an equally popular TV show, was the first-ever national park in the United States. And bubbling beneath it—to this day—is one of ...

Digital machine learning (ML) accelerators are popular and widely used. We provide an overview of the SIMD and systolic array architectures that form the foundation of many accelerator designs. The ...