Katarzyna Borowiec R&D Staff聽Member 鈥� System and Data Analytics Engineer Contact 217.480.5976 | BOROWIECK@ORNL.GOV All Publications VERTEX Closures: Towards data-driven 3D MHD turbulence models for fusion blanket simulations Integral analysis of the effect of material dimension and composition on tokamak neutronics * 3D high-fidelity automated neutronics guided optimization of fusion blanket designs... Accelerating Scientific Simulations with Bi-Fidelity Weighted Transfer Learning Entropy-driven Optimal Sub-sampling of Fluid Dynamics for Developing Machine-learned Surrogates... Fuel Conversion Efforts at the High Flux Isotope Reactor 鈥� a 2023 Status Update Impact of fusion reactor neutronics modeling for transmutation and thermal feedback INTEGRATED PLASMA AND ENGINEERING DESIGN AND ASSESSMENT FOR TOKAMAK REACTOR COMPONENTS... FERMI: FUSION ENERGY REACTOR MODELS INTEGRATOR - Integrated High-fidelity Multiphysics Framework for Fusion Modeling Fully Implicit Conjugate Heat Transfer Analysis of the ARC-Class Vacuum Vessel Integrated Fusion Neutronics Workflow for MCNP, OpenMC, and Shift Enabling multiphysics simulation of fusion blankets on exascale architecture using OpenFOAM FERMI: Fusion Energy Reactor Models Integrator Multiphysics code coupling for fusion blankets UPDATES FROM THE INVOLUTE WORKING GROUP Comprehensive framework for data-driven model form discovery of the closure laws in thermal-hydraulics codes Key Links Curriculum Vitae Organizations Fusion and Fission Energy and Science Directorate Nuclear Energy and Fuel Cycle Division Advanced Reactor Engineering and Development Section Multiphysics CFD Applications Group