Search Results - "Hofer, Lucas R"

Measuring laser beams with a neural network by Hofer, Lucas R, Krstajić, Milan, Smith, Robert P

“…A deep neural network (NN) is used to simultaneously detect laser beams in images and measure their center coordinates, radii, and angular orientations. A…”
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Atom cloud detection and segmentation using a deep neural network by Hofer, Lucas R, Krstajić, Milan, Juhász, Péter, Marchant, Anna L, Smith, Robert P

“…We use a deep neural network (NN) to detect and place region-of-interest (ROI) boxes around ultracold atom clouds in absorption and fluorescence images—with…”
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JAXFit: Trust Region Method for Nonlinear Least-Squares Curve Fitting on the GPU by Hofer, Lucas R, Krstajić, Milan, Smith, Robert P

“…We implement a trust region method on the GPU for nonlinear least squares curve fitting problems using a new deep learning Python library called JAX. Our open…”
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Characterisation of three-body loss in ^{166}$Er and optimised production of large Bose-Einstein condensates by Krstajić, Milan, Juhász, Péter, Kučera, Jiří, Hofer, Lucas R, Lamb, Gavin, Marchant, Anna L, Smith, Robert P

“…Phys. Rev. A 108, 063301 (2023) Ultracold gases of highly magnetic lanthanide atoms have enabled the realisation of dipolar quantum droplets and supersolids…”
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Measuring Laser Beams with a Neural Network by Hofer, Lucas R, Krstajić, Milan, Smith, Robert P

“…A deep neural network (NN) is used to simultaneously detect laser beams in images and measure their center coordinates, radii and angular orientations. A…”
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Atom Cloud Detection Using a Deep Neural Network by Hofer, Lucas R, Krstajić, Milan, Juhász, Péter, Marchant, Anna L, Smith, Robert P

“…Mach. Learn.: Sci. Technol. 2 045008 (2021) We use a deep neural network to detect and place region-of-interest boxes around ultracold atom clouds in…”
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