Litcius/Paper detail

Inverse design of anisotropic microstructures using physics-augmented neural networks

Asghar Jadoon, Karl A. Kalina, Manuel K. Rausch, Reese E. Jones, Jan N. Fuhg

2025Journal of the Mechanics and Physics of Solids18 citationsDOI

Topics & Concepts

AnisotropyArtificial neural networkInverseMicrostructureMaterials scienceStatistical physicsInverse problemApplied mathematicsCondensed matter physicsMathematicsPhysicsMathematical analysisComputer scienceArtificial intelligenceComposite materialGeometryQuantum mechanicsComposite Material MechanicsTopology Optimization in EngineeringComposite Structure Analysis and Optimization