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Grzegorz Strzelecki

Narodowe Centrum Badań Jądrowych (NCBJ)

SCHOLARLY PAPERS

4

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152

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0

Scholarly Papers (4)

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1.

Synthesis of Nickel Nitride Layers During Pulse Magnetron Sputtering Conditions

Number of pages: 29 Posted: 09 Oct 2023
Magdalena Wilczopolska, Katarzyna Nowakowska-Langier, Sebastian Okrasa, Roman Minikayev, Dobromił Załoga, Kamil Namyślak and Grzegorz Strzelecki
affiliation not provided to SSRN, Narodowe Centrum Badań Jądrowych (NCBJ), affiliation not provided to SSRN, Polish Academy of Sciences (PAS) - Institute of Physics, affiliation not provided to SSRN, affiliation not provided to SSRN and Narodowe Centrum Badań Jądrowych (NCBJ)
Downloads 51 (1,063,489)

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nickel nitride, plasma surface engineering method, pulsed magnetron sputtering, thin layers

2.

The Illusion of Accuracy: Quantifying Generalization Failures in High-Entropy Alloy Machine Learning via the Combinatorial Element Exclusion Protocol

Number of pages: 16 Posted: 01 Oct 2025
Grzegorz Strzelecki, Katarzyna Nowakowska-Langier, Paweł Czuma and Krzysztof Zdunek
Narodowe Centrum Badań Jądrowych (NCBJ), Narodowe Centrum Badań Jądrowych (NCBJ), Narodowe Centrum Badań Jądrowych (NCBJ) and Warsaw University of Technology
Downloads 40 (1,183,237)

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High-entropy alloys, phase prediction, machine learning, out-of-distribution generalization, dataset bias, elemental exclusion, interpretability

3.

Shortcut Learning in High-Entropy Alloys: Why Standard Validation Fails

Number of pages: 24 Posted: 24 Dec 2025
Grzegorz Strzelecki, Katarzyna Nowakowska-Langier, Paweł Czuma and Krzysztof Zdunek
Narodowe Centrum Badań Jądrowych (NCBJ), Narodowe Centrum Badań Jądrowych (NCBJ), Narodowe Centrum Badań Jądrowych (NCBJ) and Warsaw University of Technology
Downloads 34 (1,263,436)

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high-entropy alloys, phase prediction, machine learning, out-of-distribution generalization, dataset bias, elemental exclusion, interpretability

4.

Pulse-modulated sputtering induced bifurcation of medium-range order in amorphous TiCrNiZrMoW high-entropy alloy coatings

Number of pages: 11 Posted: 02 Dec 2025
Grzegorz Strzelecki, K. Mulewska, Roman Minikayev, Sebastian Okrasa, Magdalena Wilczopolska, Svitlana Romaniuk, Katarzyna Nowakowska-Langier, Paweł Czuma and Krzysztof Zdunek
Narodowe Centrum Badań Jądrowych (NCBJ), NOMATEN Centre of Excellence - National Center for Nuclear Research, Polish Academy of Sciences (PAS) - Institute of Physics, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Narodowe Centrum Badań Jądrowych (NCBJ), Narodowe Centrum Badań Jądrowych (NCBJ) and Warsaw University of Technology
Downloads 27 (1,359,097)

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High-entropy alloy coatingsAmorphous alloysPulsed magnetron sputteringShort- and medium-range order