Mariia Karabin

According to our database, Mariia Karabin authored at least 4 papers between 2022 and 2026.

Collaborative distances:

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

2026

Enhancing dimensionality prediction in hybrid metal halides via feature engineering and class-imbalance mitigation.

Mariia Karabin, Isaac Armstrong, Leo Beck, Paulina Apanel, Markus Eisenbach, David B. Mitzi, Hanna Terletska, Hendrik Heinz

Mach. Learn. Sci. Technol., 2026

2025

Quantum Ans#X00e4;Tze for Green's Functions of Single-Impurity Anderson Models at Half-Filling.

Eduardo Antonio Coello Pérez, Dmytro Bykov, Markus Eisenbach, Swarnava Ghosh, Muralikrishnan Gopalakrishnan Meena, Seongmin Kim, Mariia Karabin, David Rogers, Amir Shehata, Tanvir Sohail, In-Saeng Suh, Hanna Terletska

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2025

2024

Transferring predictions of formation energy across lattices of increasing size.

Massimiliano Lupo Pasini, Mariia Karabin, Markus Eisenbach

Mach. Learn. Sci. Technol., 2024

2022

Machine Learning for First Principles Calculations of Material Properties for Ferromagnetic Materials.

Markus Eisenbach, Mariia Karabin, Massimiliano Lupo Pasini, Junqi Yin

Proceedings of the Accelerating Science and Engineering Discoveries Through Integrated Research Infrastructure for Experiment, Big Data, Modeling and Simulation, 2022