Max Marian
email max.marian@uc.cl
Keywords from publications:
Machine Learning Wear Biotribology Additive Manufacturing Mxenes Friction Ver más...Profile
Max Marian es profesor asistente de mecánica de ingeniería multiescala en el Departamento de Mecánica y Metalurgia de la Pontificia Universidad Católica de Chile. Su investigación se enfoca en la eficiencia energética y sustentabilidad a través de la tribología, con énfasis en la modificación de superficies a través de micro-texturas y recubrimientos (carbono como diamante, disulfuro de molibdeno, MXenes). Aparte de los elementos de máquinas y componentes de motores, extendió sus áreas a la biotribología (articulaciones artificiales) y los nanogeneradores triboeléctricos. Su investigación está especialmente relacionada con el desarrollo de métodos numéricos de simulación multiescala y de machine learning. Ha publicado más de 40 artículos en revistas y forma parte del comité editorial del Frontiers in Chemistry Nanoscience, Industrial Lubrication and Tribology, Lubricants y Tribology - Materials, Surfaces & Interfaces. Además, es miembro de la Society of Tribologists and Lubrication Engineers (STLE) y la German Society for Tribology (GfT).
Network
Keywords from publications
| Title | Year | Doi |
|---|---|---|
| Evaluation of DLC, MoS2, and Ti3C2Tx thin films for triboelectric nanogenerators | 2022 | https://doi.org/10.1016/j.nanoen.2022.107185 |
| Combining surface textures and MXene coatings-towards enhanced wear-resistance and durability | 2022 | https://doi.org/10.1088/2051-672X/ac7f4a |
| Layered 2D Nanomaterials to Tailor Friction and Wear in Machine Elements-A Review | 2022 | https://doi.org/10.1002/admi.202101622 |
| Predicting EHL film thickness parameters by machine learning approaches | 2022 | https://doi.org/10.1007/s40544-022-0641-6 |
| Machine Learning in Tribology-More than Buzzwords? | 2022 | https://doi.org/10.3390/lubricants10040068 |
| Numerical micro-texture optimization for lubricated contacts-A critical discussion | 2022 | https://doi.org/10.1007/s40544-022-0609-6 |
| A Semantic Annotation Pipeline towards the Generation of Knowledge Graphs in Tribology | 2022 | https://doi.org/10.3390/lubricants10020018 |
| Experimental investigation of friction in compliant contact: The effect of configuration, viscoelasticity and operating conditions | 2022 | https://doi.org/10.1016/j.triboint.2021.107340 |
| Correlating wine astringency with physical measures - Current knowledge and future directions | 2021 | https://doi.org/10.1016/j.cis.2021.102520 |
| Evaluation of the surface fatigue behavior of amorphous carbon coatings through cyclic nanoindentation | 2021 | https://doi.org/10.1016/j.surfcoat.2020.126769 |
| Experimental study on the tribological behavior of ceramic disks for application in mixer taps under different lubrication conditions | 2023 | https://doi.org/10.1108/ILT-11-2022-0334 |
| Evaluation of the wear-resistance of DLC-coated hard-on-soft pairings for biomedical applications | 2023 | https://doi.org/10.1016/j.wear.2023.204728 |
| Wear Mechanism of Superhard Tetrahedral Amorphous Carbon (ta-C) Coatings for Biomedical Applications | 2023 | https://doi.org/10.1002/admi.202202370 |
| Guest editorial: Insights into the work of a new generation of young tribologists | 2023 | https://doi.org/10.1108/ILT-09-2023-549 |
| Additively manufactured MAX- and MXene-composite scaffolds for bone regeneration- recent advances and future perspectives | 2023 | https://doi.org/10.1016/j.colsurfb.2023.113282 |
| Combining multi-scale surface texturing and DLC coatings for improved tribological performance of 3D printed polymers | 2023 | https://doi.org/10.1016/j.surfcoat.2023.129682 |
| Subject-specific tribo-contact conditions in total knee replacements: a simulation framework across scales | 2023 | https://doi.org/10.1007/s10237-023-01726-1 |
| Ensemble Deep Learning for Wear Particle Image Analysis | 2023 | https://doi.org/10.3390/lubricants11110461 |
| Physics-Informed Machine Learning-An Emerging Trend in Tribology | 2023 | https://doi.org/10.3390/lubricants11110463 |
| Micro-scale deterministic asperity contact FEM simulation | 2022 | https://doi.org/10.1088/2051-672X/acac42 |
| Roadmap for 2D materials in biotribological/biomedical applications-A review | 2022 | https://doi.org/10.1016/j.cis.2022.102747 |
| Tribological Behavior of Additively Manufactured Metal Components | 2022 | https://doi.org/10.3390/jmmp6060138 |
| Additive Manufacturing in the Maritime Industry: A Perspective on Current Trends and Future Needs | 2024 | https://doi.org/10.5957/JSPD.05230005 |
| Influence of micro-texture radial depth variations on the tribological and vibration characteristics of rolling bearings under starved lubrication | 2024 | https://doi.org/10.1016/j.triboint.2024.109545 |
| Recent Advances in Machine Learning in Tribology | 2024 | https://doi.org/10.3390/lubricants12050168 |
| Synergistic Effects of Graphene-added Lubricants and Surface Micro-texturing on the Tribological Behavior of Thrust Roller Bearings | 2024 | https://doi.org/10.1016/j.triboint.2024.109908 |
| 2D materials for Tribo-corrosion and -oxidation protection: A review | 2024 | https://doi.org/10.1016/j.cis.2024.103243 |
| Enhancing practical modeling: A neural network approach for locally-resolved prediction of elastohydrodynamic line contacts | 2024 | https://doi.org/10.1016/j.triboint.2024.109988 |
| Effect of Harmful Bearing Currents on the Service Life of Rolling Bearings: From Experimental Investigations to a Predictive Model | 2024 | https://doi.org/10.3390/lubricants12070230 |
| Application of machine learning for film thickness prediction in elliptical EHL contact with varying entrainment angle | 2024 | https://doi.org/10.1016/j.triboint.2024.109940 |
| Ti<sub>3</sub>C<sub>2</sub>T<i><sub>x</sub></i>-UHMWPE Nanocomposites-Towards an Enhanced Wear-Resistance of Biomedical Implants | 2024 | https://doi.org/10.1002/jbm.a.37819 |
| Ti3C2Tx and Mo2TiC2Tx MXenes as additives in synovial fluids - towards an enhanced biotribological performance of 3D-printed implants | 2024 | https://doi.org/10.1016/j.apmt.2024.102464 |
| Prediction of air compressor faults with feature fusion and machine learning | 2024 | https://doi.org/10.1016/j.knosys.2024.112519 |
| From Experimentation to Optimization: Surface Micro-Texturing for Low-Friction and Durable PTFE-Steel Interfaces Under Full Film Lubrication | 2024 | https://doi.org/10.3390/polym16243505 |
| From Damage to Functionality: Remanufacturing of Thrust Roller Bearings by Tailored Forming | 2024 | https://doi.org/10.1002/adem.202401393 |
| Wear particle image analysis: feature extraction, selection and classification by deep and machine learning | 2024 | https://doi.org/10.1108/ILT-12-2023-0414 |
School Co-Authors
* Authors who are no longer vigent are not clickable.
External Co-Authors
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Benedict Rothammer6 publications
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Marcel BARTZ5 publications
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Sandro WARTZACK5 publications
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A. Rosenkranz5 publications
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Risheng Long3 publications
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Sangharatna M. Ramteke3 publications
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Qingyu Shang3 publications
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Sangharatna M. Ramteke2 publications
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Volker Schneider2 publications
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Tapan K. Mahanta2 publications
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S. Naveen Venkatesh2 publications
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Gerhard Poll2 publications
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Benoit Merle2 publications
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Florian Pape2 publications
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Michael Schwendner1 publication
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Raj Shah1 publication
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Jincheng Hou1 publication
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Naveen Venkatesh Sridharan1 publication
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Brian C. Wyatt1 publication
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Carsten Gachot1 publication
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Rainer Frank1 publication
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Gerhard Poll1 publication
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Hamid Khorsand1 publication
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Shaoni Sun1 publication
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Stefan Schroeder1 publication
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Felix Saure1 publication
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Stephan Henzler1 publication
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Abhay Nambiar1 publication
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Felix Schulte-Hubbert1 publication
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Bo Wang1 publication
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Karsten Stahl1 publication
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Guido Boidi1 publication
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Minufar Abdollahi Khabisi1 publication
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Stephan Tremmel1 publication
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Thomas Boehm1 publication
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Gavin Thomas1 publication
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Yimin Zhang1 publication
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Jacob Patenaude1 publication
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Philipp G. Grutzmacher1 publication
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Dirk W. Schubert1 publication
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Marko Tosic1 publication
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Jiashuai Hu1 publication
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Maximilian Uhler1 publication
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Yuhao Sun1 publication
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Marco De Stefano1 publication
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Joseph Vivek1 publication
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Kevin Neusser1 publication
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Stephan Tremmel1 publication
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Marlene Kristin Ziegler1 publication
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Jorg Miehling1 publication
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Cotty D. Quiroz Esteban1 publication
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Klara Feile1 publication
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Anna Krapf1 publication
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Farhad Shirini1 publication
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Ying Yao1 publication
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Sebastian Krauss1 publication
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Khosro Shirvani1 publication
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Chi Ma1 publication
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Patrick Beau1 publication
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Amarnath Muniyappa1 publication
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Bethany G. Wright1 publication
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Alexander Wolf1 publication
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Dietmar Drummer1 publication
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Wassim Habchi1 publication
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Dario F. Zambrano1 publication
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M. Amarnath1 publication
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Jan Philippe Kretzer1 publication
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Yimin Zhang1 publication
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Alessandro Ruggiero1 publication
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Andreas Schubert1 publication
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James Garofalo1 publication
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S. Aravinth1 publication
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Ronit Shah1 publication
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Dario F. Zambrano1 publication
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Siegfried Werner1 publication
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Jurgen Stampfl1 publication
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Kasra Shirini1 publication
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Longen Zhang1 publication
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Marius Krewer1 publication
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Andreas Rosenkranz1 publication
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Florian Pape1 publication
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Gregor Patzer1 publication
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Sugumaran Vaithiyanathan1 publication
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Babak Anasori1 publication
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Andreas Winkler1 publication
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Rainer Detsch1 publication
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Thomas Lohner1 publication
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Valentin Waltenberger1 publication
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Sangharatna M. Ramteke1 publication
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Volker Weihnacht1 publication
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Josephine Kelley1 publication