AI for physics & physics for AI
Event Start:
2021-02-18T16:00:00
Event End:
2021-02-18T17:00:00
Event Information:
A central goal of physics is to discover mathematical
patterns in data. For example, after four years of analyzing data
tables on planetary orbits, Johannes Kepler started a scientific
revolution in 1605 by discovering that Mars' orbit was an ellipse. I
describe how we can automate such tasks with machine learning and not
only discover symbolic formulas accurately matching datasets
(so-called symbolic regression), equations of motion and conserved
quantities, but also auto-discover which degrees of freedom are most
Event Location:
Connect via zoom
Speaker:
Max Tegmark (MIT)
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Event Start:
2021-02-18T16:00:00
Event End:
2021-02-18T17:00:00
AI for physics & physics for AI
Event Information:
A central goal of physics is to discover mathematical
patterns in data. For example, after four years of analyzing data
tables on planetary orbits, Johannes Kepler started a scientific
revolution in 1605 by discovering that Mars' orbit was an ellipse. I
describe how we can automate such tasks with machine learning and not
only discover symbolic formulas accurately matching datasets
(so-called symbolic regression), equations of motion and conserved
quantities, but also auto-discover which degrees of freedom are most
Event Location:
Connect via zoom