Article-Journal

ScatterPrism: convergence for generative simulation and inverse problems in particle and nuclear physics featured image
Conditional Flow Matching

ScatterPrism: convergence for generative simulation and inverse problems in particle and nuclear physics

ScatterPrism is a Conditional Flow Matching generative surrogate that replaces slow Monte Carlo simulation of particle collisions and inverts it to infer physics from detector …

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Zeyu Xia
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PyTorchFire: A GPU-accelerated wildfire simulator with Differentiable Cellular Automata featured image
Wildfire Simulation

PyTorchFire: A GPU-accelerated wildfire simulator with Differentiable Cellular Automata

PyTorchFire is an open-access, PyTorch-based software utilizing GPU acceleration and a differentiable wildfire Cellular Automata model to achieve rapid, accurate, and realistic …

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Zeyu Xia
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Accurate identification and measurement of the precipitate area by two-stage deep neural networks in novel chromium-based alloys featured image
Image Segmentation

Accurate identification and measurement of the precipitate area by two-stage deep neural networks in novel chromium-based alloys

The study introduces DT-SegNet, a deep learning scheme combining YOLOv5 and SegFormer, to enhance object detection and segmentation in electron microscopy images, significantly …

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Zeyu Xia
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