Nassef B., Moradi A., Bayer G., Pape F., Abouelkasem Z., Rummel F., Schmoelzer S., Poll G., Marian M. (2025)

Biogenic palm oil-based greases with glycerol monostearate and soy wax: A rheological and tribological study

Results in Engineering 25

Ramteke S., Molina R., Zambrano D., Marian M., Rosenkranz A. (2025)

Biotribological Performance of Multilayer Ti- and Mo-Based MXene Coatings

LANGMUIR 41 20 12577-12586

Pape F., Nassef B., Schmoelzer S., Stobitzer D., Taubmann R., Rummel F., Stegmann J., Gerke M., Marian M., Poll G., Kabelac S. (2025)

Comprehensive Evaluation of the Rheological, Tribological, and Thermal Behavior of Cutting Oil and Water-Based Metalworking Fluids

Lubricants 13 5

Chen Y., Shang Q., Zhang Y., Yao Y., Tomar A., Long R., Marian M. (2025)

Effect of re-melted textured patterns on the mechanical and tribological behavior of 70Mn steel

INDUSTRIAL LUBRICATION AND TRIBOLOGY 77 4 605-615

Ramteke S., Grez J., Marian M. (2025)

Enhanced mechanical and tribological performance of additively manufactured 316L steel by MoS2-reinforcement

MATERIALS & DESIGN 249

Necas D., Gelnar A., Rothammer B., Marian M., Ranusa M., Wartzack S., Vrbka M., Krupka I., Hartl M. (2025)

Frictional Behaviour and Surface Topography Evolution of DLC-Coated Biomedical Alloys

Biosurface and Biotribology 11 1

Long R., Shang Q., Sun S., Wang S., Ma C., Zhang J., Marian M. (2025)

Influence of Monstera riedrichsthalii bionic textures on the tribological and vibration behavior of rolling bearings

Friction 13 3

Konopka D., Steppeler T., Ottermann R., Dencker F., Pape F., Poll G., Wurz M., Marian M. (2025)

Location- and time-resolved strain measurement in thrust roller bearings using thin-film sensors

FORSCHUNG IM INGENIEURWESEN-ENGINEERING RESEARCH 89 1

Ramteke S., Ramos Grez J., Zambrano D., Rosenkranz A., Marian M. (2025)

Mechanical and Bio-tribological Behavior of Ti3C2Tx-Reinforced CoCrMo Composites Fabricated by Additive Manufacturing

TRIBOLOGY LETTERS 73 3

Schneider V., Kelley J., Lehnhardt B., Krewer M., Bader N., Marx J., Poll G., Marian M. (2025)

Novel capacitive measuring method to determine the complex impedance behavior of machine elements

MECHANICAL SYSTEMS AND SIGNAL PROCESSING 238

Dechant S., Nordmeyer H., Pape F., Breidenstein B., Poll G., Marian M. (2025)

Residual stress engineering for highly loaded rolling-sliding contacts: Finding the sweet spot for maximum durability by hard turning and deep rolling

JOURNAL OF MATERIALS PROCESSING TECHNOLOGY 344

Konopka D., Crespo Martins R., Dukat M., Pape F., Mohwald K., Poll G., Marian M. (2025)

Self-Regenerative Mo-Based Solid Lubricant Coatings Deposited by APS as a PVD Alternative: Mechanical and Tribological Performance

TRIBOLOGY TRANSACTIONS 68 5 1036-1051

Tomar A., Sahu K., Sharma S., Marian M. (2025)

Slot-entry herringbone grooved hybrid conical bearings under piezo-viscous lubrication

INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES 305

Pradhan A., Mueser M., Miller N., Abdelnabe J., Afferrante L., Albertini D., Aldave D., Algieri L., Ali N., Almqvist A., Amann T., Ares P., Balzer B., Baugh L., Berberich E., Bjorling M., Bobji M., Bottiglione F., Brodmann B., Cai W., Carbone G., Carpick (2025)

The Surface-Topography Challenge: A Multi-Laboratory Benchmark Study to Advance the Characterization of Topography

TRIBOLOGY LETTERS 73 3

Liu M., Bayer G., Reimers M., Schuenemann W., Koenig F., Jacobs G., Schelenz R., Bader N., Poll G., Marian M. (2025)

Towards lifetime lubrication of wind turbine gearboxes: Technical and physical investigations on used oils

WEAR 571

Ramteke S., Walczak M., De Stefano M., Ruggiero A., Rosenkranz A., Marian M. (2024)

2D materials for Tribo-corrosion and -oxidation protection: A review

ADVANCES IN COLLOID AND INTERFACE SCIENCE 331

Garofalo J., Shah R., Thomas G., Shirvani K., Marian M., Rosenkranz A. (2024)

Additive Manufacturing in the Maritime Industry: A Perspective on Current Trends and Future Needs

Journal of Ship Production and Design 40 1 36-43

Tosic M., Marian M., Habchi W., Lohner T., Stahl K. (2024)

Application of machine learning for film thickness prediction in elliptical EHL contact with varying entrainment angle

Tribology International 199

Kumar Tomar A., Sahu K., Satish S., Marian M. (2024)

Combined Effect of Surface Irregularities and Applied Voltage on the Behavior of Hole-Entry Spherical Hybrid Journal Bearings Lubricated with an Electro-Rheological Fluid

JOURNAL OF TRIBOLOGY-TRANSACTIONS OF THE ASME

Schneider V., Krewer M., Poll G., Marian M. (2024)

Effect of Harmful Bearing Currents on the Service Life of Rolling Bearings: From Experimental Investigations to a Predictive Model

Lubricants 12 7

Kelley J., Schneider V., Poll G., Marian M. (2024)

Enhancing practical modeling: A neural network approach for locally-resolved prediction of elastohydrodynamic line contacts

Tribology International 199

Saure F., Pape F., Poll G., Marian M. (2024)

From Damage to Functionality: Remanufacturing of Thrust Roller Bearings by Tailored Forming

ADVANCED ENGINEERING MATERIALS

Long R., Hou J., Zhang Y., Shang Q., Ma C., Pape F., Marian M. (2024)

From Experimentation to Optimization: Surface Micro-Texturing for Low-Friction and Durable PTFE-Steel Interfaces Under Full Film Lubrication

Polymers 16 24

Long R., Sun Y., Zhang Y., Shang Q., Ramteke S., Marian M. (2024)

Influence of micro-texture radial depth variations on the tribological and vibration characteristics of rolling bearings under starved lubrication

Tribology International 194

Shandhoosh V., Venkatesh N., Chakrapani G., Sugumaran V., Ramkete S., Marian M. (2024)

Intelligent fault diagnosis for tribo-mechanical systems by machine learning: Multi-feature extraction and ensemble voting methods

KNOWLEDGE-BASED SYSTEMS

Nambiar A., Venkatesh S., Aravinth S., Ramteke S., Marian M. (2024)

Prediction of air compressor faults with feature fusion and machine learning

KNOWLEDGE-BASED SYSTEMS 304

Marian M., Tremmel S. (2024)

Recent Advances in Machine Learning in Tribology

Lubricants 12 5

Long R., Yao Y., Zhang L., Shang Q., Sun S., Hu J., Pape F., Marian M. (2024)

Synergistic Effects of Graphene-added Lubricants and Surface Micro-texturing on the Tribological Behavior of Thrust Roller Bearings

Tribology International 198

Rothammer B., Feile K., Werner S., Frank R., Bartz M., Wartzack S., Schubert D., Drummer D., Detsch R., Wang B., Rosenkranz A., Marian M. (2024)

Ti3C2Tx-UHMWPE Nanocomposites-Towards an Enhanced Wear-Resistance of Biomedical Implants

JOURNAL OF BIOMEDICAL MATERIALS RESEARCH PART A

Marian M., Esteban C., Zambrano D., Ramteke S., Grez J., Wyatt B., Patenaude J., Wright B., Anasori B., Rosenkranz A. (2024)

Ti3C2Tx and Mo2TiC2Tx MXenes as additives in synovial fluids - towards an enhanced biotribological performance of 3D-printed implants

Applied Materials Today 41

Vivek J., Venkatesh N., Mahanta T., Amarnath M., Ramteke S., Marian M. (2024)

Wear particle image analysis: feature extraction, selection and classification by deep and machine learning

INDUSTRIAL LUBRICATION AND TRIBOLOGY 76 5 599-607

Khabisi M., Shirini F., Shirini K., Khorsand H., Marian M., Rosenkranz A. (2023)

Additively manufactured MAX- and MXene-composite scaffolds for bone regeneration- recent advances and future perspectives

COLLOIDS AND SURFACES B-BIOINTERFACES 225

Marian M., Zambrano D., Rothammer B., Waltenberger V., Boidi G., Krapf A., Merle B., Rosenkranz A., Stampfl J., Gachot C., Grutzmacher P. (2023)

Combining multi-scale surface texturing and DLC coatings for improved tribological performance of 3D printed polymers

SURFACE & COATINGS TECHNOLOGY 466

Shah R., Sridharan N., Mahanta T., Muniyappa A., Vaithiyanathan S., Ramteke S., Marian M. (2023)

Ensemble Deep Learning for Wear Particle Image Analysis

Lubricants 11 11

Rothammer B., Neusser K., Bartz M., Wartzack S., Schubert A., Marian M. (2023)

Evaluation of the wear-resistance of DLC-coated hard-on-soft pairings for biomedical applications

WEAR 523

Ziegler M., Rothammer B., Bartz M., Wartzack S., Beau P., Patzer G., Henzler S., Marian M. (2023)

Experimental study on the tribological behavior of ceramic disks for application in mixer taps under different lubrication conditions

INDUSTRIAL LUBRICATION AND TRIBOLOGY 75 7 765-772

Marian M., Tremmel S. (2023)

Physics-Informed Machine Learning-An Emerging Trend in Tribology

Lubricants 11 11

Rothammer B., Wolf A., Winkler A., Schulte-Hubbert F., Bartz M., Wartzack S., Miehling J., Marian M. (2023)

Subject-specific tribo-contact conditions in total knee replacements: a simulation framework across scales

Biomechanics and Modeling in Mechanobiology 22 4 1395-1410

Rothammer B., Schwendner M., Bartz M., Wartzack S., Boehm T., Krauss S., Merle B., Schroeder S., Uhler M., Kretzer J., Weihnacht V., Marian M. (2023)

Wear Mechanism of Superhard Tetrahedral Amorphous Carbon (ta-C) Coatings for Biomedical Applications

Advanced Materials Interfaces 10 7

Kügler P., Marian M., Dorsch R., Schleich B., Wartzack S. (2022)

A Semantic Annotation Pipelin towards the Generation of Knowledge Graphs in Tribology

Lubricants 10 2

Rosenkranz A., Marian M. (2022)

Combining Surface Textures and MXene Coatings – Towards Enhanced Wear-Resistance and Durability

Surface Topography - Metrology and Properties 10 3

Tremmel S., Luo X., Rothammer B., Seynstahl A., Wang B., Rosenkranz A., Marian M., Zhu L. (2022)

Evaluation of DLC, MoS2, and Ti3C2Tx Thin Films for Triboelectric Nanogenerators

Nano Energy 97 107185

Quinn Ch., Ne?as D., Šperka P., Marian M., Vrbka M., K?upka I., Hartl M. (2022)

Experimental investigation of friction in compliant contact: The effect of configuration, viscoelasticity and operating conditions

Tribology International 165 107340

Tremmel S., Marian M. (2022)

Machine Learning in Tribology – More than Buzzwords?

Lubricants 10 4 68

Kolli V., Winkler A., Wartzack S., Marian M. (2022)

Micro-scale deterministic asperity contact FEM simulation

Surface Topography - Metrology and Properties 10 044011 1-13

Marian M., Almqvist A., Rosenkranz A., Fillon M. (2022)

Numerical micro-texture optimization for lubricated contacts—A critical discussion

Friction

Marian M., Mursak J., Bartz M., Profito F.J., Rosenkranz A., Wartzack S. (2022)

Predicting EHL Film Thickness Parameters by Machine Learning Approaches

Friction

Marian M., Berman D., Necâs D., Emami N., Ruggiero A., Rozenkranz A. (2022)

Roadmap for 2D Materials in Biotribological/Biomedical Applications – A Review

Advances in Colloid and Interface Science 307 102747 1-18

Shah R., Pai N., Rosenkranz A., Shirvani K., Marian M. (2022)

Tribological Behavior of Additively Manufactured Metal Components

Journal of Manufacturing and Materials Processing 6 6 1-15

Marian M., Berman D., Rota A., Jackson R., Rosenkranz A. (2021)

Layered 2D Nanomaterials to Tailor Friction and Wear in Machine Elements—A Review

Advanced Materials Interfaces 2101622