Physics-informed neural networks with fourth-order phase-field modeling for fracture of functionally graded materials

Mechanics of Materials 2026

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Authors: Syed Ibrahim Ahmad, Harshdeep Sharma, Akhilendra Singh, Sunil Kumar Singh

DOI: 10.1016/j.mechmat.2026.105741

Cited by: 1

References: 50

Fields of Study & Subjects

Model Reduction and Neural Networks Numerical methods in engineering Machine Learning in Materials Science

References 50