Integrated framework for model assessment and advanced uncertainty quantification of nuclear computer codes under Bayesian statistics. - Majdi I. Radaideh; Katarzyna Borowiec; Tomasz Kozlowski (Reliab. Eng. Syst. Saf., 2019)

Accelerating Scientific Simulations with Bi-Fidelity Weighted Transfer Learning. - Katarzyna Borowiec; Dan Lu 001; Vikas Chandan; Samrat Chatterjee; Pradeep Ramuhalli; Ramakrishna Tipireddy; Mahantesh Halappanavar; Frank Liu 001 (ICMLA, 2023)

Entropy-driven Optimal Sub-sampling of Fluid Dynamics for Developing Machine-learned Surrogates. - Wesley Brewer; Daniel Martínez; Muralikrishnan Gopalakrishnan Meena; Aditya Kashi; Katarzyna Borowiec; Siyan Liu; Christopher Pilmaier; Greg W. Burgreen; Shanti Bhushan (SC Workshops, 2023)