Katarzyna Borowiec

According to our database, Katarzyna Borowiec authored at least 3 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Entropy-driven Optimal Sub-sampling of Fluid Dynamics for Developing Machine-learned Surrogates.

Wesley Brewer, Daniel Martinez, Muralikrishnan Gopalakrishnan Meena, Aditya Kashi, Katarzyna Borowiec, Siyan Liu, Christopher Pilmaier, Greg W. Burgreen, Shanti Bhushan

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Accelerating Scientific Simulations with Bi-Fidelity Weighted Transfer Learning.

Katarzyna Borowiec, Dan Lu, Vikas Chandan, Samrat Chatterjee, Pradeep Ramuhalli, Ramakrishna Tipireddy, Mahantesh Halappanavar, Frank Liu

Proceedings of the International Conference on Machine Learning and Applications, 2023

2019

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