Combining Machine Learning and Physics to automate science.
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University of Hamburg / DESY
- https://joerihermans.com
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montefiore-ai/hypothesis Public
A Python toolkit for (simulation-based) inference and the mechanization of science.
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Probing the nature of dark matter by inferring the dark matter particle mass with machine learning and stellar streams.
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cerndb/dist-keras Public archive
Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.
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Manuscript and code for the paper "Gradient Energy Matching for Distributed Asynchronous Gradient Descent".
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A demonstration on how to enable active sciencing by amortizing Bayesian experimental design.
Jupyter Notebook
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