The use of artificial intelligence in tribology—A perspective A Rosenkranz, M Marian, FJ Profito, N Aragon, R Shah Lubricants 9 (1), 2, 2020 | 128 | 2020 |
Current trends and applications of machine learning in tribology—A review M Marian, S Tremmel Lubricants 9 (9), 86, 2021 | 126 | 2021 |
Layered 2D nanomaterials to tailor friction and wear in machine elements—A review M Marian, D Berman, A Rota, RL Jackson, A Rosenkranz Advanced Materials Interfaces 9 (3), 2101622, 2022 | 113 | 2022 |
Effective usage of 2D MXene nanosheets as solid lubricant–Influence of contact pressure and relative humidity M Marian, GC Song, B Wang, VM Fuenzalida, S Krauß, B Merle, ... Applied Surface Science 531, 147311, 2020 | 96 | 2020 |
Mxene nanosheets as an emerging solid lubricant for machine elements–Towards increased energy efficiency and service life M Marian, S Tremmel, S Wartzack, G Song, B Wang, J Yu, A Rosenkranz Applied Surface Science 523, 146503, 2020 | 90 | 2020 |
Numerical micro-texture optimization for lubricated contacts—A critical discussion M Marian, A Almqvist, A Rosenkranz, M Fillon Friction 10 (11), 1772-1809, 2022 | 74 | 2022 |
Designing surface textures for EHL point-contacts-transient 3D simulations, meta-modeling and experimental validation M Marian, P Grützmacher, A Rosenkranz, S Tremmel, F Mücklich, ... Tribology International 137, 152-163, 2019 | 72 | 2019 |
Ti3C2Tx solid lubricant coatings in rolling bearings with remarkable performance beyond state-of-the-art materials M Marian, K Feile, B Rothammer, M Bartz, S Wartzack, A Seynstahl, ... Applied Materials Today 25, 101202, 2021 | 70 | 2021 |
Non-dimensional groups, film thickness equations and correction factors for elastohydrodynamic lubrication: A review M Marian, M Bartz, S Wartzack, A Rosenkranz Lubricants 8 (10), 95, 2020 | 55 | 2020 |
Enhancing mechanical and biomedical properties of protheses-surface and material design R Shah, B Gashi, S Hoque, M Marian, A Rosenkranz Surfaces and Interfaces 27, 101498, 2021 | 53 | 2021 |
Exploring the lubrication mechanisms of synovial fluids for joint longevity–a perspective M Marian, R Shah, B Gashi, S Zhang, K Bhavnani, S Wartzack, ... Colloids and Surfaces B: Biointerfaces 206, 111926, 2021 | 46 | 2021 |
Roadmap for 2D materials in biotribological/biomedical applications–A review M Marian, D Berman, D Nečas, N Emami, A Ruggiero, A Rosenkranz Advances in Colloid and Interface Science 307, 102747, 2022 | 40 | 2022 |
Evaluation of the surface fatigue behavior of amorphous carbon coatings through cyclic nanoindentation T Weikert, S Wartzack, MV Baloglu, K Willner, S Gabel, B Merle, F Pineda, ... Surface and Coatings Technology 407, 126769, 2021 | 40 | 2021 |
Towards the understanding of lubrication mechanisms in total knee replacements–Part II: numerical modeling M Marian, C Orgeldinger, B Rothammer, D Nečas, M Vrbka, I Křupka, ... Tribology International 156, 106809, 2021 | 37 | 2021 |
Tribological behavior of additively manufactured metal components R Shah, N Pai, A Rosenkranz, K Shirvani, M Marian Journal of Manufacturing and Materials Processing 6 (6), 138, 2022 | 33 | 2022 |
Combining surface textures and MXene coatings—towards enhanced wear-resistance and durability A Rosenkranz, M Marian Surface Topography: Metrology and Properties 10 (3), 033001, 2022 | 33 | 2022 |
Microtextured surfaces in higher loaded rolling-sliding EHL line-contacts M Marian, S Tremmel, S Wartzack Tribology International 127, 420-432, 2018 | 33 | 2018 |
Amorphous carbon coatings for total knee replacements—Part i: Deposition, Cytocompatibility, chemical and mechanical properties B Rothammer, K Neusser, M Marian, M Bartz, S Krauß, T Böhm, S Thiele, ... Polymers 13 (12), 1952, 2021 | 32 | 2021 |
Predicting EHL film thickness parameters by machine learning approaches M Marian, J Mursak, M Bartz, FJ Profito, A Rosenkranz, S Wartzack Friction 11 (6), 992-1013, 2023 | 31 | 2023 |
On friction reduction by surface modifications in the TEHL cam/tappet-contact-experimental and numerical studies M Marian, T Weikert, S Tremmel Coatings 9 (12), 843, 2019 | 31 | 2019 |