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Title: The Future of Software Development: Predictions from people who have seen it, offered to those who will invent it Abstract: Together, Dr. Jennings and Mr. Joshua S. Allen have five CS degrees and over 50 years of industry experience in software development. Commercial software development is radically and rapidly changing, and they have observations… |
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Speaker: Lu Lu, Yale University Abstract: As an emerging paradigm in scientific machine learning (SciML), deep neural operators pioneered by us can learn nonlinear operators of complex dynamic systems via neural networks. In this talk, I will present the vanilla deep operator network (DeepONet) and several extensions of DeepONet, such as DeepONet with Fourier decoder… |
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Abstract: In this talk, I will explore key research contributions in efficient deep learning, with a focus on training smaller yet highly capable language models. I will discuss approaches such… |
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