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Estimating Material Parameters for a One-Dimensional Heat Equation with a Physics-Informed Neural Network.

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Title: Estimating Material Parameters for a One-Dimensional Heat Equation with a Physics-Informed Neural Network.
Authors: Farmer, Jenny1,2,3, chad.oian.1@us.af.mil, Oian, Chad1,2, Khan, Taufiquar2,3, tkhan13@charlotte.edu
Source: Applied Sciences (2076-3417); May2026, Vol. 16 Issue 9, p4172, 21p
Database: Applied Science & Technology Source
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        Value: 10.3390/app16094172
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      – Code: eng
        Text: English
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        StartPage: 4172
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      – TitleFull: Estimating Material Parameters for a One-Dimensional Heat Equation with a Physics-Informed Neural Network.
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            NameFull: Farmer, Jenny
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            NameFull: Oian, Chad
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              Text: May2026
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              Y: 2026
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              Value: 16
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