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Bingni W. Brunton

Opportunities for machine learning in scientific discovery

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May 07, 2024
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HyperSINDy: Deep Generative Modeling of Nonlinear Stochastic Governing Equations

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Oct 07, 2023
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BKinD-3D: Self-Supervised 3D Keypoint Discovery from Multi-View Videos

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Dec 14, 2022
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Network inference via process motifs for lagged correlation in linear stochastic processes

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Aug 22, 2022
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Deep Neural Imputation: A Framework for Recovering Incomplete Brain Recordings

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Jun 16, 2022
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PySensors: A Python Package for Sparse Sensor Placement

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Feb 20, 2021
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Towards naturalistic human neuroscience and neuroengineering: behavior mining in long-term video and neural recordings

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Jan 23, 2020
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