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AI surrogate accelerates nonlinear optics simulations by orders of magnitude

AI surrogate accelerates nonlinear optics simulations by orders of magnitude
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Simulating the nonlinear optical physics that underlies ultrafast laser systems is computationally demanding—a practical bottleneck in settings that require rapid feedback. A study by researchers at Stanford University, University of California, Los Angeles (UCLA), and SLAC National Accelerator Laboratory introduces a deep learning surrogate that delivers orders-of-magnitude acceleration over conv

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