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Physics Informed Learning Machines
Overview Typically, differential equations are solved numerically or analytically based on a series of assumptions of ideal conditions. However, the variables and data used to make those assumptions can be incorrect or noisy, which results in inaccurate solutions. We have demonstrated a way to use a probability distribution to solve those differential...
Published: 1/10/2024
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Inventor(s):
George Karniadakis
,
Maziar Raissi
,
Paris Perdikaris
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Category(s):
Research Tools
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