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Application of the Gradient-Boosting with Regression Trees to Predict the Coefficient of Friction on Drawbead in Sheet Metal Forming.

Najm SM, Trzepieciński T, Laouini SE, Kowalik M, Fejkiel R, Kowalik R. Najm SM, et al. Materials (Basel). 2024 Sep 15;17(18):4540. doi: 10.3390/ma17184540. Materials (Basel). 2024. PMID: 39336281 Free PMC article.

Application of Artificial Neural Networks to the Analysis of Friction Behaviour in a Drawbead Profile in Sheet Metal Forming.

Trzepieciński T, Najm SM. Trzepieciński T, et al. Among authors: najm sm. Materials (Basel). 2022 Dec 16;15(24):9022. doi: 10.3390/ma15249022. Materials (Basel). 2022. PMID: 36556828 Free PMC article.

Analysis of the Frictional Performance of AW-5251 Aluminium Alloy Sheets Using the Random Forest Machine Learning Algorithm and Multilayer Perceptron.

Trzepieciński T, Najm SM, Ibrahim OM, Kowalik M. Trzepieciński T, et al. Among authors: najm sm. Materials (Basel). 2023 Jul 25;16(15):5207. doi: 10.3390/ma16155207. Materials (Basel). 2023. PMID: 37569911 Free PMC article.

Current Trends in Metallic Materials for Body Panels and Structural Members Used in the Automotive Industry.

Trzepieciński T, Najm SM. Trzepieciński T, et al. Among authors: najm sm. Materials (Basel). 2024 Jan 25;17(3):590. doi: 10.3390/ma17030590. Materials (Basel). 2024. PMID: 38591480 Free PMC article. Review.

Parametric Effects of Single Point Incremental Forming on Hardness of AA1100 Aluminium Alloy Sheets.

Najm SM, Paniti I, Trzepieciński T, Nama SA, Viharos ZJ, Jacso A. Najm SM, et al. Materials (Basel). 2021 Nov 27;14(23):7263. doi: 10.3390/ma14237263. Materials (Basel). 2021. PMID: 34885418 Free PMC article.

Minimizing the Main Strains and Thickness Reduction in the Single Point Incremental Forming Process of Polyamide and High-Density Polyethylene Sheets.

Rosca N, Oleksik M, Rosca L, Avrigean E, Trzepieciński T, Najm SM, Oleksik V. Rosca N, et al. Among authors: najm sm. Materials (Basel). 2023 Feb 16;16(4):1644. doi: 10.3390/ma16041644. Materials (Basel). 2023. PMID: 36837283 Free PMC article.

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