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Physics‐Informed Deep Learning Constitutive Model for Anisotropic and Pressure‐Dependent Behavior of Short Fiber‐Reinforced Polymers.

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Title: Physics‐Informed Deep Learning Constitutive Model for Anisotropic and Pressure‐Dependent Behavior of Short Fiber‐Reinforced Polymers.
Authors: Dean, Aamir1,2, a.dean@isd.uni-hannover.de, Naik, Vinayak B.1, Bahtiri, Betim1, Mahdi, Elsadig3, Kumar, Pavan K. A. V.4
Source: International Journal for Numerical Methods in Engineering; 10/15/2025, Vol. 126 Issue 19, p1-22, 22p
Database: Applied Science & Technology Source
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DbLabel: Applied Science & Technology Source
An: 188633138
AccessLevel: 2
PubType: Academic Journal
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  Data: Physics‐Informed Deep Learning Constitutive Model for Anisotropic and Pressure‐Dependent Behavior of Short Fiber‐Reinforced Polymers.
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  Data: <searchLink fieldCode="JN" term="%22International+Journal+for+Numerical+Methods+in+Engineering%22">International Journal for Numerical Methods in Engineering</searchLink>; 10/15/2025, Vol. 126 Issue 19, p1-22, 22p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=188633138
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        Value: 10.1002/nme.70144
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      – Code: eng
        Text: English
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      – TitleFull: Physics‐Informed Deep Learning Constitutive Model for Anisotropic and Pressure‐Dependent Behavior of Short Fiber‐Reinforced Polymers.
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              Text: 10/15/2025
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              Y: 2025
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