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Lucas Böttcher

Control of Medical Digital Twins with Artificial Neural Networks

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Mar 18, 2024
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Gradient-free training of neural ODEs for system identification and control using ensemble Kalman inversion

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Jul 15, 2023
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Visualizing high-dimensional loss landscapes with Hessian directions

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Aug 28, 2022
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Near-optimal control of dynamical systems with neural ordinary differential equations

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Jun 22, 2022
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Spectrally Adapted Physics-Informed Neural Networks for Solving Unbounded Domain Problems

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Feb 06, 2022
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Solving Inventory Management Problems with Inventory-dynamics-informed Neural Networks

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Feb 05, 2022
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Implicit energy regularization of neural ordinary-differential-equation control

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Mar 11, 2021
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NNC: Neural-Network Control of Dynamical Systems on Graphs

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Jul 17, 2020
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Learning the Ising Model with Generative Neural Networks

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Jan 15, 2020
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