Olena Burkovska Staff Mathematician Contact . . | BURKOVSKAO@ORNL.GOV All Publications An end-to-end deep learning method for solving nonlocal Allen–Cahn and Cahn–Hilliard phase-field models... Multifidelity methods for uncertainty quantification of a nonlocal model for phase changes in materials... An optimization-based approach to parameter learning for fractional type nonlocal models On a nonlocal Cahn–Hilliard model permitting sharp interfaces Affine Approximation of Parametrized Kernels and Model Order Reduction for Nonlocal and Fractional Laplace Models Key Links Organizations Computing and Computational Sciences Directorate Computer Science and Mathematics Division Mathematics in Computation Section Multiscale Methods and Dynamics Group
