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Ethan Smith
High energy density physicist leading experiments to measure plasma equations of state at extreme pressures, experienced in building Python/JAX-based inference pipelines and Bayesian workflows.
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Dec 5, 2025
• 19min
BITESIZE | Why Bayesian Stats Matter When the Physics Gets Extreme
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Ethan Smith, a high energy density physicist, shares fascinating insights on the role of Bayesian inference in extreme physics. He discusses using historical data to enhance new experiments and outlines his groundbreaking project on the plasma equation of state under extreme pressures. Ethan emphasizes the importance of managing uncertainties and shares best practices for large modeling codebases. He also advocates for making Bayesian inference more accessible through modern tools, illustrating how these techniques revolutionize data analysis in complex settings.
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