Pulsars and Beyond

Probing the physics of neutron stars through modeling and machine learning.

Our Work

Projects

See some of the ways we're advancing neutron star research.

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Incorporating New Physics Into Neutron Star Modeling

To accurately determine the true nature of the objects we observe, we are expanding the capabilities of simulations to include realistic physics.

  • Developing techniques to compare static vacuum field models to force-free models.

  • Incorporating sweepback field physics into our simulations.

  • Exploring dual merging neutron star emissions.

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Accelerating Simulations With Machine Learning

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Neural Networks

We develop convolutional neural networks to emulate our various physical simulations.

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Inference Speed

Our network models produce multiple orders of magnitude of simulation speedups.

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