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104 Results Found

  • Article
  • Open Access
27 Citations
3,205 Views
22 Pages

Optimization of Dry Turning of Inconel 601 Alloy Based on Surface Roughness, Tool Wear, and Material Removal Rate

  • Goran Jovicic,
  • Aleksandar Milosevic,
  • Zeljko Kanovic,
  • Mario Sokac and ,
  • Goran Simunovic,
  • Borislav Savkovic and
  • Djordje Vukelic
  • + 2 authors+ 0 author

2 June 2023

In this work, the dry turning of Inconel 601 alloy in a dry environment with PVD-coated cutting inserts was studied. Turning was performed at various cutting speeds, feeds, insert shapes, corner radii, rake angles, and approach angles. After machinin...

  • Article
  • Open Access
63 Citations
5,883 Views
18 Pages

Neural-Network-Based Approaches for Optimization of Machining Parameters Using Small Dataset

  • Aleksandar Kosarac,
  • Cvijetin Mladjenovic,
  • Milan Zeljkovic,
  • Slobodan Tabakovic and
  • Milos Knezev

18 January 2022

Surface quality is one of the most important indicators of the quality of machined parts. The analytical method of defining the arithmetic mean roughness is not applied in practice due to its complexity and empirical models are applied only for certa...

(This article belongs to the Special Issue Intelligent Machining: Process Optimisation)
  • Article
  • Open Access
8 Citations
5,694 Views
12 Pages

A Different Approach to Analyzing the Surface Roughness of Prosthetic Dental Acrylic Resins

  • Margarida Martins Quezada,
  • Carlos Fernandes,
  • Javier Montero,
  • André Correia and ,
  • Helena Salgado and
  • Patrícia Fonseca
  • + 1 author+ 0 author

11 January 2024

(1) Introduction: Apart from the polishing method, conventional or mechanized, the arithmetic mean roughness (Ra) is the most common metric to evaluate the surface roughness of denture base acrylic resins. An overview of the constraints related to th...

(This article belongs to the Special Issue Advances in Oral Rehabilitation: Materials, Techniques and Clinical Applications)
  • Article
  • Open Access
59 Citations
6,561 Views
11 Pages

Predictability of Microbial Adhesion to Dental Materials by Roughness Parameters

  • Andrea Schubert,
  • Torsten Wassmann,
  • Mareike Holtappels,
  • Oliver Kurbad and ,
  • Sebastian Krohn and
  • Ralf Bürgers
  • + 1 author+ 0 author

Microbial adhesion to intraoral biomaterials is associated with surface roughness. For the prevention of oral pathologies, smooth surfaces with little biofilm formation are required. Ideally, appropriate roughness parameters make microbial adhesion p...

  • Article
  • Open Access
31 Citations
4,483 Views
24 Pages

The Modelling of Surface Roughness after the Ball Burnishing Process with a High-Stiffness Tool by Using Regression Analysis, Artificial Neural Networks, and Support Vector Regression

  • Zeljko Kanovic,
  • Djordje Vukelic,
  • Katica Simunovic,
  • Miljana Prica and ,
  • Tomislav Saric,
  • Branko Tadic and
  • Goran Simunovic
  • + 2 authors+ 0 author

11 February 2022

Surface roughness is an important indicator of the quality of the machined surface. One of the methods that can be applied to improve surface roughness is ball burnishing. Ball burnishing is a finishing process in which a ball is rolled over the work...

  • Article
  • Open Access
6 Citations
4,675 Views
13 Pages

Roughness Effect in Micropitting and Rolling Contact Fatigue of Silicon Nitride

  • Mohsen Mosleh,
  • Keron K. Bradshaw,
  • Sonya T. Smith,
  • John H. Belk and
  • Khosro A. Shirvani

18 February 2019

An experimental analysis of the role of surface roughness parameters on micropitting and the succeeding rolling contact fatigue (RCF) of silicon nitride against AISI 52100 steel under lubricated conditions was performed. In accelerated fatigue tests...

  • Article
  • Open Access
9 Citations
1,901 Views
20 Pages

12 August 2025

Interest in surface integrity has grown in the manufacturing industry; indeed, it has become an integral part of the industry. It can be studied by examining surface roughness parameters, hardness variations, and microstructure. However, evaluating a...

(This article belongs to the Section Materials Science and Engineering)
  • Article
  • Open Access
15 Citations
4,569 Views
19 Pages

Poor surface quality is one of the drawbacks of metal parts made by additive manufacturing (AM)—they normally possess relatively high surface roughness and different types of surface irregularities. Post-processing operations are usually needed...

(This article belongs to the Section Inventions and Innovation in Advanced Manufacturing)
  • Article
  • Open Access
7 Citations
3,826 Views
15 Pages

Modelling Surface Roughness in the Function of Torque When Drilling

  • Zdravko Krivokapić,
  • Radoslav Vučurević,
  • Davorin Kramar and
  • Jelena Šaković Jovanović

3 March 2020

Given the application of a multiple regression and artificial neural networks (ANNs), this paper describes development of models for predicting surface roughness, linking an arithmetic mean deviation of a surface roughness to a torque as an input var...

  • Article
  • Open Access
2 Citations
2,428 Views
19 Pages

8 July 2024

Roughness is an essential factor affecting the shear process of discontinuous surfaces, and the evolution of roughness is closely related to the mechanical behavior of discontinuous surfaces. In this paper, with the help of granite specimens, a direc...

(This article belongs to the Special Issue Rock Mechanics in Geotechnical and Tunnel Engineering)
  • Article
  • Open Access
37 Citations
5,482 Views
14 Pages

Abrasive Surface Finishing on SLM 316L Parts Fabricated with Recycled Powder

  • Jakub Mesicek,
  • Quoc-Phu Ma,
  • Jiri Hajnys,
  • Jan Zelinka and ,
  • Marek Pagac,
  • Jana Petru and
  • Ondrej Mizera
  • + 2 authors+ 0 author

23 March 2021

Improving the surface roughness quality of 3D printed components, especially metallic ones, which are fabricated from the selective laser melting (SLM) method, has drawn enormous attention from the research community. It should be noted that various...

(This article belongs to the Section Mechanical Engineering)
  • Article
  • Open Access
23 Citations
4,070 Views
13 Pages

16 May 2020

In osteoarthrosis, pathological features of articular cartilage are associated with degeneration and nanomechanical changes. The aim of this paper is to show that indentation-atomic force microscopy can monitor wear-related biomechanical changes in t...

  • Article
  • Open Access
83 Citations
15,146 Views
12 Pages

The Effects of Heat Treatment on the Physical Properties and Surface Roughness of Turkish Hazel (Corylus colurna L.) Wood

  • Derya Sevim Korkut,
  • Süleyman Korkut,
  • Ilter Bekar,
  • Mehmet Budakçı and ,
  • Tuncer Dilik and
  • Nevzat Çakıcıer
  • + 1 author+ 0 author

16 September 2008

Heat treatment is often used to improve the dimensional stability of wood. In this study, the effects of heat treatment on the physical properties and surface roughness of Turkish Hazel (Corylus colurna L.) wood were examined. Samples obtained from K...

(This article belongs to the Section Biochemistry)
  • Article
  • Open Access
5 Citations
2,588 Views
14 Pages

Experimental Investigation of Surface Roughness in Milling of DuralcanTM Composite

  • Martyna Wiciak-Pikuła,
  • Paweł Twardowski,
  • Aneta Bartkowska and
  • Agata Felusiak-Czyryca

12 October 2021

In today’s developing aircraft and automotive industry, extremely durable and wear-resistant materials, especially in high temperatures, are applied. Due to this practical approach, conventional materials have been superseded by composite materials....

(This article belongs to the Special Issue Innovative and Modern Technologies of Material Machining in Cutting and Abrasive Processes)
  • Article
  • Open Access
5 Citations
3,511 Views
12 Pages

Probability-Statistical Estimation Method of Feed Influence on As-Turned Finish of Steels and Non-Ferrous Metals

  • Petro Kryvyi,
  • Volodymyr Dzyura,
  • Nadiya Tymoshenko,
  • Pavlo Maruschak and ,
  • Justas Nugaras and
  • Olegas Prentkovskis
  • + 1 author+ 0 author

19 November 2018

Based on the experimental data on the roughness parameter Ra, which stands for the mean arithmetic deviation of the profile, as obtained in the process of turning test specimens from different materials with constant elements of the cutting mode (dep...

  • Article
  • Open Access
3,045 Views
14 Pages

Evaluation of Surface Roughness with Reduced Data of BRDF Pattern

  • Jui-Hsiang Yen,
  • Zih-Ying Fang and
  • Cheng-Huan Chen

8 September 2025

Traditional non-destructive measurement of surface roughness exploits complete data of bidirectional reflective distribution function (BRDF). The instrument is normally bulky and the process should be conducted off-line, hence it is time-consuming. I...

(This article belongs to the Topic Advances in Non-Destructive Testing Methods, 3rd Edition)
  • Article
  • Open Access
59 Citations
7,292 Views
13 Pages

Femtosecond Laser Nano/Micro Textured Ti6Al4V Surfaces—Effect on Wetting and MG-63 Cell Adhesion

  • Georg Schnell,
  • Susanne Staehlke,
  • Ulrike Duenow,
  • J. Barbara Nebe and
  • Hermann Seitz

9 July 2019

Nano- and microstructured titanium surfaces have recently attracted attention in the field of regenerative medicine because of the influence which surface characteristics such as roughness and wettability can have on cellular processes. This study fo...

  • Article
  • Open Access
15 Citations
6,273 Views
10 Pages

2 May 2018

As a significant interfacial property for micro/nano fluidic system, the effective boundary slip can be induced by the surface roughness. However, the effect of surface roughness on the effective slip is still not clear, both increased and decreased...

(This article belongs to the Special Issue Entropy Generation and Heat Transfer)
  • Article
  • Open Access
17 Citations
3,480 Views
13 Pages

Evaluating the Topological Surface Properties of Cu/Cr Thin Films Using 3D Atomic Force Microscopy Topographical Maps

  • Mohammad Sadeghi,
  • Amir Zelati,
  • Sahar Rezaee,
  • Carlos Luna and ,
  • Robert Saraiva Matos,
  • Marcelo Amanajás Pires,
  • Nilson S. Ferreira,
  • Henrique Duarte da Fonseca Filho,
  • Azin Ahmadpourian and
  • Ştefan Ţălu
  • + 5 authors+ 0 author

19 September 2022

In the present work, Cu/Cr thin films were deposited on substrates of a different nature (Si, Glass, Bk7, and ITO) through a thermal evaporation deposition method. Non-contact atomic force microscopy (AFM) was used to obtain 3D AFM topographical maps...

(This article belongs to the Section Corrosion, Wear and Erosion)
  • Article
  • Open Access
4 Citations
1,095 Views
27 Pages

Experimental Insights into Free Orthogonal Cutting of Stellite

  • Miroslav Gombár,
  • Marta Harničárová,
  • Jan Valíček,
  • Milena Kušnerová and ,
  • Hakan Tozan and
  • Rastislav Mikuš
  • + 1 author+ 0 author

20 February 2025

The effectiveness of a machining process can be determined by analysing the quality of the generated surface and the rate of tool wear. Stellite is highly challenging to machine, which is why it is primarily processed through grinding methods. This s...

  • Article
  • Open Access
3 Citations
2,273 Views
13 Pages

The surface of machine elements is changed to improve their mechanical properties. Ceramic-metal composite coatings are mainly used to increase the durability of machine parts. Therefore, new materials are constantly searched for application in the f...

(This article belongs to the Section High-Energy Beam Surface Engineering and Coatings)
  • Article
  • Open Access
30 Citations
6,602 Views
19 Pages

Machining Phenomenon Twin Construction for Industry 4.0: A Case of Surface Roughness

  • Angkush Kumar Ghosh,
  • AMM Sharif Ullah,
  • Akihiko Kubo,
  • Takeshi Akamatsu and
  • Doriana Marilena D’Addona

Industry 4.0 requires phenomenon twins to functionalize the relevant systems (e.g., cyber-physical systems). A phenomenon twin means a computable virtual abstraction of a real phenomenon. In order to systematize the construction process of a phenomen...

  • Article
  • Open Access
267 Views
23 Pages

Optimization of the Performance of Zirconia-Toughened and Mixed-Alumina Ceramic Tools in CNC Turning of 42CrMo4 Steel

  • Irina Aleksandrova,
  • Hristo Metev,
  • Hristian Mitev,
  • Trayan Hristov and
  • Simona Tsaneva

2 October 2026

This article presents the results of a comprehensive study of the performance of zirconia-toughened and mixed-alumina ceramic tools in CNC turning of 42CrMo4 steel with hardnesses of 35, 40, and 45 HRC. Empirical models have been developed for the cu...

(This article belongs to the Special Issue Advances in Computer Numerical Control Machining and Precision Machining of Advanced Materials)
  • Article
  • Open Access
12 Citations
3,942 Views
15 Pages

25 September 2019

In this paper, a parametric three-dimensional (3D) phase-field study of the physical vapor deposition process of metal thin films was performed aiming at quantitative simulations. The effect of deposition rate and model parameters on the microstructu...

(This article belongs to the Special Issue Physical Vapor Deposition)
  • Article
  • Open Access
2 Citations
2,267 Views
14 Pages

29 January 2025

Aiming at the phenomenon of fiber print-through (FPT) during the curing process of carbon fiber-reinforced polymer (CFRP) mirrors, this paper effectively mitigates FPT by improving the replication technique. This paper simulates and analyzes the caus...

(This article belongs to the Special Issue New Advances in Elastomer Materials and Its Composites)
  • Article
  • Open Access
1 Citations
1,696 Views
14 Pages

In-Situ Nanoindentation Surface Topography of Lead-Free Piezoelectric Thin Films

  • Maxence Bigerelle,
  • Julie Lemesle,
  • Alex Montagne and
  • Denis Remiens

18 December 2024

Surface roughness significantly affects the performance of microelectromechanical systems (MEMS) and piezoelectric films. This study investigates the impact of surface roughness on the mechanical properties of thin piezoelectric films using nanoinden...

(This article belongs to the Section Materials Science and Engineering)
  • Article
  • Open Access
97 Citations
9,472 Views
13 Pages

Influence of the Titanium Implant Surface Treatment on the Surface Roughness and Chemical Composition

  • Ana Isabel Nicolas-Silvente,
  • Eugenio Velasco-Ortega,
  • Ivan Ortiz-Garcia,
  • Loreto Monsalve-Guil and ,
  • Javier Gil and
  • Alvaro Jimenez-Guerra
  • + 1 author+ 0 author

9 January 2020

The implant surface features affect the osseointegration process. Different surface treatment methods have been applied to improve the surface topography and properties. Trace of different elements may appear on the implant surface, which can modify...

(This article belongs to the Special Issue Materials in Implant Dentistry and Regenerative Medicine)
  • Article
  • Open Access
1 Citations
394 Views
19 Pages

Fiber-reinforced polymers such as basalt fiber-reinforced polymers (BFRP) can be used in structural parts, which often require assembly operations. Thus, the surface quality after drilling operations is especially important. BFRP laminates have been...

(This article belongs to the Special Issue Processing, Mechanical Properties, and Manufacturing Techniques of Advanced Composite Materials)
  • Article
  • Open Access
20 Citations
6,344 Views
10 Pages

5 November 2014

The objective of this work was to evaluate the effect of heat treatment and compression on the swelling and surface roughness of Southern red oak (Quercus falcate Michx.) and Southern pine (Pinus taeda L.). Specimens were exposed to temperature level...

  • Article
  • Open Access
482 Views
18 Pages

Laser-Induced Surface Modification of Graphene-Modified KM2-600 Para-Aramid Fabrics: Morphological and Topographical Analysis

  • Jēkabs Lapa,
  • Ieva Baķe,
  • Imants Adijāns,
  • Silvija Kukle and ,
  • Uģis Briedis,
  • Ērika Teirumnieka and
  • Lyubomir Lazov
  • + 2 authors+ 0 author

15 May 2026

Ballistic para-aramid fabrics are widely used in personal protection and defense applications due to their high strength-to-weight ratio, thermal stability, and durability. This study investigates the influence of laser-based surface modification on...

(This article belongs to the Special Issue Advances in Plasma and Laser Engineering (Third Edition))
  • Article
  • Open Access
43 Citations
5,676 Views
24 Pages

Pandora’s Box–Influence of Contour Parameters on Roughness and Subsurface Residual Stresses in Laser Powder Bed Fusion of Ti-6Al-4V

  • Katia Artzt,
  • Tatiana Mishurova,
  • Peter-Philipp Bauer,
  • Joachim Gussone and ,
  • Pere Barriobero-Vila,
  • Sergei Evsevleev,
  • Giovanni Bruno,
  • Guillermo Requena and
  • Jan Haubrich
  • + 4 authors+ 0 author

28 July 2020

The contour scan strategies in laser powder bed fusion (LPBF) of Ti-6Al-4V were studied at the coupon level. These scan strategies determined the surface qualities and subsurface residual stresses. The correlations to these properties were identified...

(This article belongs to the Special Issue Challenges in Additive Manufacturing: From Coupon Studies to Components)
  • Article
  • Open Access
1,873 Views
11 Pages

Comparative Analysis of Mechanized Versus Conventional Polishing Protocols for Denture Base Acrylic Resins

  • Margarida Martins Quezada,
  • Carlos Fernandes,
  • Javier Montero,
  • André Correia and
  • Patrícia Fonseca

9 January 2025

Surface roughness is primarily determined by the inherent characteristics of a material, the specific polishing protocol and the manual operator’s dexterity. This research intends to conduct a comparative analysis between a conventional and mec...

(This article belongs to the Special Issue Advances in Oral Rehabilitation: Materials, Techniques and Clinical Applications: 2nd Edition)
  • Article
  • Open Access
6 Citations
3,764 Views
21 Pages

26 November 2022

Surface topography has a significant influence on the friction behaviour in lubricated contacts. During running-in, the surface topography is continuously changed. The surface structure influences the contact stiffness (asperity contact pressure) as...

(This article belongs to the Special Issue Advances in Wear Predictive Models)
  • Article
  • Open Access
5 Citations
2,726 Views
12 Pages

Evaluation of the Repolished Surface Properties of a Resin Composite Employing Structural Coloration Technology

  • Mayumi Maesako,
  • Takafumi Kishimoto,
  • Shigetaka Tomoda,
  • Taku Horie and ,
  • Mitsuyoshi Yamada,
  • Rika Iwawaki,
  • Yukari Odagiri,
  • Keiko Sakuma,
  • Kazuho Inoue and
  • Morioki Fujitani
  • + 8 authors+ 3 authors

28 November 2021

Resin composites employing structural coloration have recently been developed. These resins match to various tooth shades despite being a single paste. To accomplish this, the filler and base resin are tightly bonded, which is thought to provide exce...

  • Communication
  • Open Access
1,218 Views
9 Pages

9 September 2025

This work pioneers the novel application of surface friction treatment (SFT) to sintered porous metals to fabricate gradient-structured functional surfaces. The results demonstrate that SFT significantly modifies surface pore architecture, with scann...

(This article belongs to the Section Porous Materials)
  • Article
  • Open Access
138 Citations
7,661 Views
15 Pages

Influence of Print Orientation on Surface Roughness in Fused Deposition Modeling (FDM) Processes

  • Irene Buj-Corral,
  • Alejandro Domínguez-Fernández and
  • Ramón Durán-Llucià

21 November 2019

In the present paper, we address the influence of print orientation angle on surface roughness obtained in lateral walls in fused deposition modelling (FDM) processes. A geometrical model is defined that considers the shape of the filaments after dep...

(This article belongs to the Special Issue Special Issue of the Manufacturing Engineering Society 2019 (SIMES-2019))
  • Article
  • Open Access
11 Citations
3,872 Views
11 Pages

Ion Release and Surface Changes of Nickel–Titanium Archwires Induced by Changes in the pH Value of the Saliva—Significance for Human Health Risk Assessment

  • Zana Jusufi Osmani,
  • Borut Poljšak,
  • Saša Zelenika,
  • Ervin Kamenar and ,
  • Kristina Marković,
  • Marko Perčić and
  • Višnja Katić
  • + 2 authors+ 0 author

8 March 2022

The aim of this study was to explore whether changes in the salivary pH influence mechanical properties, surface roughness, and ion release from NiTi archwires with various surface coatings, and discuss the clinical significance of the findings. The...

(This article belongs to the Special Issue Current and Future Trends in Orthodontic Materials)
  • Article
  • Open Access
17 Citations
4,426 Views
24 Pages

Influence of Postprocessing on Wear Resistance of Aerospace Steel Parts Produced by Laser Powder Bed Fusion

  • Alexander S. Metel,
  • Sergey N. Grigoriev,
  • Tatiana V. Tarasova,
  • Anastasia A. Filatova and ,
  • Sergey K. Sundukov,
  • Marina A. Volosova,
  • Anna A. Okunkova,
  • Yury A. Melnik and
  • Pavel A. Podrabinnik
  • + 4 authors+ 0 author

The paper is devoted to the research of the effect of ultrasonic postprocessing—specifically, the effects of ultrasonic cavitation-abrasive finishing, ultrasonic plastic deformation, and vibration tumbling on surface quality, wear resistance, a...

(This article belongs to the Special Issue 3D Printing Technologies II)
  • Article
  • Open Access
6 Citations
4,616 Views
11 Pages

Rehardening and the Protective Effect of Gamma-Polyglutamic Acid/Nano-Hydroxyapatite Paste on Surface-Etched Enamel

  • Nai-Chia Teng,
  • Aditi Pandey,
  • Wei-Hsin Hsu,
  • Ching-Shuan Huang and ,
  • Wei-Fang Lee,
  • Tzu-Hsin Lee,
  • Thomas Chung-Kuang Yang,
  • Tzu-Sen Yang and
  • Jen-Chang Yang
  • + 4 authors+ 0 author

6 December 2021

Many revolutionary approaches are on the way pertaining to the high occurrence of tooth decay, which is an enduring challenge in the field of preventive dentistry. However, an ideal dental care material has yet to be fully developed. With this aim, t...

(This article belongs to the Special Issue Medical Application of Polymer-Based Composites II)
  • Article
  • Open Access
12 Citations
4,636 Views
16 Pages

26 October 2023

The objectives of this study were to evaluate the delamination of convex-shaped metformin HCl (MF) and evogliptin tartrate (EG) multi-layer tablets depending on the pre-compression and main compression pressures and simultaneously correlate these res...

(This article belongs to the Section Pharmaceutical Technology)
  • Article
  • Open Access
3 Citations
2,609 Views
31 Pages

Proposes Geometric Accuracy and Surface Roughness Estimation of Anatomical Models of the Pelvic Area Manufactured Using a Material Extrusion Additive Technique

  • Paweł Turek,
  • Sławomir Snela,
  • Grzegorz Budzik,
  • Anna Bazan and ,
  • Jarosław Jabłoński,
  • Łukasz Przeszłowski,
  • Robert Wojnarowski,
  • Tomasz Dziubek and
  • Jana Petru
  • + 4 authors+ 0 author

27 December 2024

One of the main benefits of using 3D printing in orthopedics is the ability to create custom solutions tailored to a patient’s specific anatomical and functional needs. Conducting a reliable evaluation of the accuracy of the manufacture of anat...

(This article belongs to the Section Additive Manufacturing Technologies)
  • Article
  • Open Access
5 Citations
2,176 Views
14 Pages

22 August 2024

Early in fatigue life, fatigue cracks are often initiated at persistent slip bands (PSBs), which play the main role in surface evolution when the components are subjected to cyclic loading. Therefore, this paper aims to study the behavior of the surf...

(This article belongs to the Special Issue Microstructure, Fatigue and Wear Properties of Steels, 2nd Edition)
  • Letter
  • Open Access
14 Citations
4,041 Views
10 Pages

12 January 2021

In the paper, we present an analysis of the surface texture of turned parts with L/D (length/diameter) ratios of 6 and 12 and various rigidity values. The studies were carried out on samples made of S355JR steel and AISI 304 stainless steel. A detail...

(This article belongs to the Special Issue Advances and Trends in Non-conventional, Abrasive and Precision Machining)
  • Article
  • Open Access
53 Citations
6,893 Views
20 Pages

Analysis of AM Parameters on Surface Roughness Obtained in PLA Parts Printed with FFF Technology

  • Irene Buj-Corral,
  • Xavier Sánchez-Casas and
  • Carmelo J. Luis-Pérez

20 July 2021

Fused filament fabrication (FFF) 3D printing technology allows very complex parts to be obtained at a relatively low cost and in reduced manufacturing times. In the present work, the effect of main 3D printing parameters on roughness obtained in curv...

(This article belongs to the Special Issue Applications of 3D Printing for Polymers)
  • Article
  • Open Access
32 Citations
7,917 Views
13 Pages

29 September 2021

Denitrification processes are crucial in aquaculture as they convert the undesirable nitrate to safer forms of nitrogen. Conventionally, plastic media are used for the biofiltration of wastewater. However, alternative media may be as effective/better...

(This article belongs to the Special Issue Emerging Integrated Processes for Sustainable Water-Energy-Materials-Food Nexus)
  • Article
  • Open Access
6 Citations
1,796 Views
19 Pages

Multi-Task Deep Learning for Surface Metrology

  • Dawid Kucharski,
  • Adam Gąska,
  • Tomasz Kowaluk,
  • Krzysztof Stępień and ,
  • Marta Rępalska,
  • Bartosz Gapiński,
  • Michal Wieczorowski,
  • Michal Nawotka,
  • Piotr Sobecki and
  • Adam Wójtowicz
  • + 7 authors+ 2 authors

8 December 2025

A reproducible deep learning framework is presented for surface metrology to predict surface texture parameters together with their reported standard uncertainties. Using a multi-instrument dataset spanning tactile and optical systems, we jointly add...

(This article belongs to the Special Issue Measurement Sensors and Machine Learning Applications in Modern Manufacturing)
  • Article
  • Open Access
6 Citations
3,801 Views
20 Pages

X5CrNi18-10 is becoming highly popular due to its excellent properties like corrosion resistance and high toughness. These properties make it difficult to machine and reach a surface finish with high precision and class accuracy, which the automotive...

  • Article
  • Open Access
2 Citations
1,039 Views
25 Pages

27 September 2025

Even though the foundations of diamond burnishing as a research topic were laid long ago, numerous scientific papers still deal with examining various aspects of the burnishing process today. One such aspect is the investigation of the 3D roughness p...

(This article belongs to the Section Manufacturing Processes and Systems)
  • Article
  • Open Access
3 Citations
2,311 Views
13 Pages

Nanoscale Surface Refinement of CoCrMo Alloy for Artificial Knee Joints via Chemical Mechanical Polishing

  • Hanji Zhang,
  • Jiangliang Zhang,
  • Jinghui Lai,
  • Yilin Chen and ,
  • Mengqiang Tian,
  • Guofeng Pan,
  • Xueli Yang and
  • Yuhang Qi
  • + 3 authors+ 0 author

19 December 2023

In this study, we address the challenge of surface roughness in CoCrMo alloys, typically used in artificial knee joints, which can initiate a cascade of biological responses causing inflammation, osteolysis, joint instability, and increased susceptib...

(This article belongs to the Section Biomaterials)
  • Article
  • Open Access
10 Citations
4,399 Views
13 Pages

Surface Texture Evolution of Fused Silica in a Combined Process of Atmospheric Pressure Plasma Processing and Bonnet Polishing

  • Xing Su,
  • Chenglong Ji,
  • Yang Xu,
  • Duo Li and ,
  • David Walker,
  • Guoyu Yu,
  • Hongyu Li and
  • Bo Wang
  • + 3 authors+ 0 author

18 October 2019

The increasing demand for precision optical components invokes the requirement of advanced fabrication techniques with high efficiency. Atmospheric pressure plasma processing (APPP), based on chemical etching, has a high material removal rate and a G...

(This article belongs to the Section Surface Characterization, Deposition and Modification)

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