Category: Uncategorized
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Bayesian PI
Welcome file Introduction While I usually prefer the Day/Month/Year calendar format, I have to admit that the Month/Day/Year format offers something unique: it gives us 3/14, officially recognized as π\piπ day by the United States and Belize. A common example in sampling/Monte Carlo methods is the estimation of π\piπ. These examples typically involve running many…
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Solving differential equations using neural networks
PINN_tutorial.md The damped harmonic oscillator and its differential equation Solving the ‘underdamped’ case Exact solution Solving with neural network Solving the ‘critically damped’ case Solving the ‘overdamped’ case Some comments on the results When the neural network does not work Further reading Neural networks have gathered enormous attention in the last decade. Our whole human…
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Holiday Special: Determining Average Damage for Melee Characters in D&D
Happy Holidays, and Merry Christmas to all who celebrate it! While we at the Pressé Labs are hard at work on our next scientific endeavors, I’d like to take today to look at something a bit less serious: D&D! What is Dungeons and Dragons? For those who are unfamiliar, Dungeons & Dragons (D&D) is a…