Tìm kiếm theo: Tác giả Schmidt, Jan

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  • Tác giả : Schmidt, Jan; Hartmaier, Alexander;  Người hướng dẫn: -;  Đồng tác giả: - (2023)

    Constitutive modeling of anisotropic plastic material behavior traditionally follows a deductive scheme, relying on empirical observations that are cast into analytic equations, the so-called phenomenological yield functions. Recently, data-driven constitutive modeling has emerged as an alternative to phenomenological models as it offers a more general way to describe the material behavior with no or fewer assumptions. In data-driven constitutive modeling, methods of statistical learning are applied to infer the yield function directly from a data set generated by experiments or numerical simulations.