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15 pages, 3096 KiB  
Article
An Experimental Study on the Impact of Roughness Orientation on the Friction Coefficient in EHL Contact
by Matthieu Cordier, Yasser Diab, Jérôme Cavoret, Fida Majdoub, Christophe Changenet and Fabrice Ville
Lubricants 2025, 13(8), 340; https://doi.org/10.3390/lubricants13080340 (registering DOI) - 31 Jul 2025
Abstract
Optimising the friction coefficient helps reduce friction losses and improve the efficiency of mechanical systems. The purpose of this study is to experimentally investigate the impact of roughness orientation on the friction coefficient in elastohydrodynamic (EHD) contact. Tests were carried out on a [...] Read more.
Optimising the friction coefficient helps reduce friction losses and improve the efficiency of mechanical systems. The purpose of this study is to experimentally investigate the impact of roughness orientation on the friction coefficient in elastohydrodynamic (EHD) contact. Tests were carried out on a twin-disc machine. Three pairs of discs of identical material (nitrided steel) and geometry were tested: a smooth pair (the root mean square surface roughness Sq = 0.07 µm), a pair with transverse roughness and another with longitudinal roughness. The two rough pairs have similar roughness amplitudes (Sq = 0.5 µm). A comparison of the friction generated by these different pairs was carried out to highlight the effect of the roughness orientation under different operating conditions (oil injection temperature from 60 to 80 °C, Hertzian pressure from 1.2 to 1.5 GPa and mean rolling speed from 5 to 30 m/s). Throughout all the tests conducted in this study, longitudinal roughness resulted in higher friction than transverse, with an increase of up to 30%. Moreover, longitudinal roughness is more sensitive to variations in operating conditions. Finally, in all tests, the asperities of longitudinal roughness were found to influence the friction behaviour, unlike transverse roughness. Full article
(This article belongs to the Special Issue Experimental Modelling of Tribosystems)
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18 pages, 432 KiB  
Article
Anthropometry and the Risk of Breast Cancer in Moroccan Women: A Large Multicentric Case-Control Study
by Najia Mane, Najoua Lamchabbek, Siham Mrah, Mohammed Saidi, Chaimaa Elattabi, Elodie Faure, Fatima Zahra El M’rabet, Adil Najdi, Nawfel Mellas, Karima Bendahou, Lahcen Belyamani, Boutayeb Saber, Karima El Rhazi, Chakib Nejjari, Inge Huybrechts and Mohamed Khalis
Curr. Oncol. 2025, 32(8), 434; https://doi.org/10.3390/curroncol32080434 (registering DOI) - 31 Jul 2025
Abstract
Although evidence suggests adiposity as a modifiable risk factor for postmenopausal breast cancer (BC), its association with premenopausal BC remains uncertain. This potential differential relationship for menopausal status has been insufficiently investigated in the Moroccan population due to limited data. This study aims [...] Read more.
Although evidence suggests adiposity as a modifiable risk factor for postmenopausal breast cancer (BC), its association with premenopausal BC remains uncertain. This potential differential relationship for menopausal status has been insufficiently investigated in the Moroccan population due to limited data. This study aims to assess the relationship between various indicators of adiposity and the risk of BC among Moroccan women by menopausal status. A multicenter case-control study was conducted in Morocco between December 2019 and August 2023, including 1400 incident BC cases and 1400 matched controls. Detailed measures of adiposity and self-reported measures from different life stages were collected. Unconditional logistic regression analyses were conducted to estimate odds ratios (ORs) and 95% confidence intervals (95% CIs) for the association between body size indicators and the risk of BC, adjusting for a range of known risk factors for BC. Higher waist circumference (WC) and hip circumference (HC) were associated with an increased risk of BC in both pre- (p-trend < 0.001 for both WC and HC) and post-menopausal women (p-trend < 0.001 for WC, 0.002 for HC). Current body mass index (BMI) ≥30 kg/m2 increased the risk of postmenopausal BC (p-trend = 0.012). Among postmenopausal women, higher weight at age 20 was positively associated with BC risk (p-trend < 0.001), while, weight at age 30 was significantly associated with increased BC risk in both pre- (p-trend = 0.008) and post-menopausal women (p-trend = 0.028). Interestingly, weight gain since age 20 was inversely associated with BC risk in postmenopausal women in the adjusted model (p-trend = 0.006). Young-adult BMI observed a significant increased trend with BC risk in both pre- (p-trend = 0.008) and post-menopausal women (p-trend < 0.001). In premenopausal women, larger body shape during childhood and early adulthood was positively associated with BC risk (p-trend = 0.01 and = 0.011, respectively). In postmenopausal women, larger childhood and adolescent body silhouettes were also associated with increased BC risk (p-trend = 0.045 and 0.047, respectively). These results suggest that anthropometric factors may have different associations with pre- and post-menopausal BC among Moroccan women. This underscores the importance of conducting large prospective studies to better understand these findings and explore their links to different molecular subtypes of BC. Full article
(This article belongs to the Section Breast Cancer)
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10 pages, 1234 KiB  
Article
Comparative Outcomes of Gross Total Resection vs. Subtotal Resection Plus Radiotherapy for Preventing Craniopharyngioma Recurrence: A Meta-Analysis of the Endoscopic Endonasal Approach
by Ernest J. Bobeff, Bartosz Szmyd, Wojciech Młynarski, Emmanuel Jouanneau, Caroline Apra, Ming Shen, Zara M. Patel, Dariusz J. Jaskólski and Theodore H. Schwartz
Cancers 2025, 17(15), 2516; https://doi.org/10.3390/cancers17152516 - 30 Jul 2025
Abstract
Objective: Craniopharyngioma recurrence risk studies comparing gross total resection (GTR) vs. subtotal resection (STR) with radiotherapy (XRT) provide inconclusive or contradictory results. This may be an effect of the small group sizes and diversity in the approaches used. Currently, the endoscopic endonasal approach [...] Read more.
Objective: Craniopharyngioma recurrence risk studies comparing gross total resection (GTR) vs. subtotal resection (STR) with radiotherapy (XRT) provide inconclusive or contradictory results. This may be an effect of the small group sizes and diversity in the approaches used. Currently, the endoscopic endonasal approach (EEA) is preferred in craniopharyngioma management. Here, we aimed to perform a meta-analysis comparing recurrence risk after GTR vs. STR plus XRT in patients treated with the EEA regimen. Methods: We performed a systematic literature search of original English language papers on craniopharyngioma management published in the PubMed, Web of Science, and Scopus databases up to 18 October 2023. Eleven articles included data on recurrence rate after EEA: GTR vs. STR with XRT. We extracted the year of publication, number of patients, surgical approach, extent of resection, and follow-up duration. We used meta-analysis for the odds ratio (OR) in fixed and random effects models and Egger’s and Begg’s tests to assess heterogeneity and publication bias. Follow-up duration and time to recurrence were additionally included in Kaplan–Meier curves with log-rank test analysis. Results: We observed a lower recurrence rate in patients after GTR (10%) as compared to STR with XRT (30%), OR = 0.299, p < 0.001. To increase data reliability, we limited our analysis to studies with at least five patients in each subgroup and also observed lower recurrence in patients after GTR (12%) as compared to STR with XRT (27%), OR = 0.376, p = 0.011. Survival analysis confirmed significant differences in recurrence-free survival percentages between these groups (p = 0.008). Conclusions: To date, this is the largest meta-analysis evaluating the recurrence risk in patients undergoing EEA for craniopharyngioma resection, comparing outcomes between those treated with GTR and those treated with STR plus XRT. The results suggest that GTR significantly reduces recurrence risk. Full article
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13 pages, 1480 KiB  
Article
Physicochemical Properties of Coconut and Waste Cooking Oils for Biofuel Production and Lubrication
by Ahissan Innocent Adou, Laura Brelle, Pedro Marote, Muriel Sylvestre, Gerardo Cebriàn-Torrejòn and Nadiège Nomede-Martyr
Fuels 2025, 6(3), 57; https://doi.org/10.3390/fuels6030057 (registering DOI) - 30 Jul 2025
Viewed by 169
Abstract
Vegetable oils are an important alternative to the massive use of fuels and lubricants from non-renewable energy sources. In this study, the physicochemical properties of coconut oil and waste cooking oil are investigated for biofuels and biolubricant applications. A transesterification of both oils [...] Read more.
Vegetable oils are an important alternative to the massive use of fuels and lubricants from non-renewable energy sources. In this study, the physicochemical properties of coconut oil and waste cooking oil are investigated for biofuels and biolubricant applications. A transesterification of both oils was reached, and the transesterified oils were characterized by infrared analysis and gas chromatography. The lubricant performances of these oils have been evaluated using a ball-on-plane tribometer under an ambient atmosphere. Different formulations were developed using graphite particles as solid additive. Each initial and modified oil has been investigated as a base oil and as a liquid additive lubricant. The best friction reduction findings have been obtained for both initial oils as liquid additives, highlighting the key role of triglycerides in influencing tribological performances. Full article
(This article belongs to the Special Issue Biofuels and Bioenergy: New Advances and Challenges)
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12 pages, 244 KiB  
Article
Towards Relational Foundations for Spacetime Quantum Physics
by Pietro Dall’Olio and José A. Zapata
Universe 2025, 11(8), 250; https://doi.org/10.3390/universe11080250 - 29 Jul 2025
Viewed by 118
Abstract
Rovelli’s relational interpretation of quantum mechanics tells us that the description of a system in the formalism of quantum mechanics is not an absolute but is relative to the observer itself. The interpretation goes further and proposes a set of axioms. In standard [...] Read more.
Rovelli’s relational interpretation of quantum mechanics tells us that the description of a system in the formalism of quantum mechanics is not an absolute but is relative to the observer itself. The interpretation goes further and proposes a set of axioms. In standard non-relational language, one of them states that an observer can only retrieve a finite amount information from a system by means of measurement. Our contribution starts with the observation that quantum mechanics, i.e., quantum field theory (QFT) in dimension 1, radically differs from QFT in higher dimensions. In higher dimensions, boundary data (or initial data) cannot be characterized by finitely many measurements. This calls for a notion of measuring scale, which we provide. At a given measuring scale, the observer has partial information about the system. Our notion of measuring scale generalizes the one implicitly used in Wilsonian QFT. At each measuring scale, there are effective theories, which may be corrected, and if the theory turns out to be renormalizable, the mentioned corrections converge to determine a completely corrected (or renormalized) theory at the given measuring scale. The notion of a measuring scale is the cornerstone of Wilsonian QFT; this notion tells us that we are not describing a system from an absolute perspective. An effective theory at that scale describes the system with respect to the observer, which may retrieve information from the system by means of measurement in a specific way determined by our notion of measuring scale. We claim that a relational interpretation of quantum physics for spacetimes of dimensions greater than 1 is Wilsonian. Full article
(This article belongs to the Section Foundations of Quantum Mechanics and Quantum Gravity)
33 pages, 3709 KiB  
Review
A Review of Methods and Data on the Recycling of Plastics from the European Waste Stream of Electric and Electronic Equipment
by Nicolas Nève, Xavier Mackré-Delannoy, Bruno Fayolle, Matthieu Gervais, Stéphane Pompidou, Carole Charbuillet, Cyrille Sollogoub and Nicolas Perry
Recycling 2025, 10(4), 148; https://doi.org/10.3390/recycling10040148 - 28 Jul 2025
Viewed by 194
Abstract
Plastics make up a significant proportion of the stream of the European Waste of Electric and Electronic Equipment (WEEE), yet the use of recycled plastic materials is very low in new manufactured products. A description of the WEEE waste stream in Europe is [...] Read more.
Plastics make up a significant proportion of the stream of the European Waste of Electric and Electronic Equipment (WEEE), yet the use of recycled plastic materials is very low in new manufactured products. A description of the WEEE waste stream in Europe is given, with a focus on the plastic materials commonly found in WEEE that include four principal polymers: polypropylene (PP), polycarbonate (PC), acrylonitrile-butadiene-styrene (ABS) and polystyrene (PS). Furthermore, the legislative aspects related to WEEE and plastics recycling in Europe are complex, and numerous norms have been dictated by the European Commission. These norms are crucial to the sector of polymer recycling and production in Europe. Moreover, an overview of the entire treatment chain is presented. More specifically, each step of a typical recycling chain is introduced, with a focus on the sorting of plastics and the separation of polymers. Lastly, the influence of contaminants in the plastic fraction is discussed, both in terms of polymer particles and unwanted additives. By showing the impact of the purity rate on the mechanical properties of recycled plastics, the consequences of inadequate end-of-life treatment for WEEE-plastics is highlighted, hence linking the quality of recycled plastics to the separation step and the re-compounding of recycled granulates. Full article
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18 pages, 8784 KiB  
Article
Some RANS Modeling Results of the UHBR Fan: The Case of ECL5/CATANA
by Lorenzo Pinelli, Maria Malcaus, Giovanni Giannini and Michele Marconcini
Int. J. Turbomach. Propuls. Power 2025, 10(3), 17; https://doi.org/10.3390/ijtpp10030017 - 23 Jul 2025
Viewed by 199
Abstract
With the advancement of modern fan architectures, dedicated experimental benchmarks are becoming fundamental to improving the knowledge of flow physics, validating novel CFD methods, and fine-tuning existing methods. In this context the open test case ECL5/CATANA, representative of a modern Ultra High Bypass [...] Read more.
With the advancement of modern fan architectures, dedicated experimental benchmarks are becoming fundamental to improving the knowledge of flow physics, validating novel CFD methods, and fine-tuning existing methods. In this context the open test case ECL5/CATANA, representative of a modern Ultra High Bypass Ratio (UHBR) architecture, has been designed and experimentally investigated at École Centrale de Lyon (ECL) in a novel test facility with multi-physical instrumentation, providing a large database of high-quality aerodynamic and aeromechanic measurements. In this paper, a thorough numerical study of the fan stage aerodynamics was performed using the CFD TRAF code developed at the University of Florence. Fan stage performance was studied at design speed over the entire operating range. The results were discussed and compared with datasets provided by ECL. Detailed sensitivity on numerical schemes and state-of-the-art turbulence/transition models allowed for the selection of the best numerical setup to perform UHBR fan simulations. Moreover, to have a deeper understanding of the fan stall margin, unsteady simulations were also carried out. The results showed the appearance of blade tip instability, precursor of a rotating stall condition, which may generate non-synchronous blade vibrations. Full article
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41 pages, 1710 KiB  
Article
Toward Integrated Satellite Operations and Network Management: A Review and Novel Framework
by Arnau Singla, Franco Criscola, David Canales, Juan A. Fraire, Anna Calveras and Joan A. Ruiz-de-Azua
Technologies 2025, 13(8), 312; https://doi.org/10.3390/technologies13080312 - 22 Jul 2025
Viewed by 331
Abstract
Achieving global coverage and performance goals for 6G requires seamless integration of satellite and terrestrial networks, yet current operational frameworks lack common standards for managing these heterogeneous infrastructures. This paper addresses the critical need for unified satellite-terrestrial network operations by proposing the CMS [...] Read more.
Achieving global coverage and performance goals for 6G requires seamless integration of satellite and terrestrial networks, yet current operational frameworks lack common standards for managing these heterogeneous infrastructures. This paper addresses the critical need for unified satellite-terrestrial network operations by proposing the CMS framework, a novel task-scheduling-based approach that bridges the operational gap between satellite operations (SatOps) and network operations (NetOps). The framework integrates satellite-specific constraints with network service requirements and QoS metrics through constraint satisfaction programming and multi-objective optimization. Three novel architectures are introduced: integrated operations (embedding NetOps within SatOps), coordinated operations (unified control with separate execution channels), and adaptive operations (mutual adaptation through intelligent interfaces). Each architecture addresses different connectivity scenarios and integration requirements for both sporadic and persistent satellite constellations. The proposed architectures are evaluated against challenges spanning infrastructure and architecture, interoperability and standardization, integrated management, operational dynamics, and technology maturation and deployment. Validation through simulation demonstrates significant performance improvements, with task completion rates improving by 17.87% to 44.02% and data throughput gains of 25.09% to 93.62% compared to traditional approaches. The CMS framework establishes a resilient operational standard for future 6G networks, offering practical solutions to bridge the current divide between satellite and terrestrial network operations. Full article
(This article belongs to the Section Information and Communication Technologies)
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21 pages, 2627 KiB  
Article
A Low-Gluten Diet Reduces the Abundance of Potentially Beneficial Bacteria in Healthy Adult Gut Microbiota
by Eve Delmas, Rea Bingula, Christophe Del’homme, Nathalie Meunier, Aurélie Caille, Noëlle Lyon-Belgy, Ruddy Richard, Maria Gloria Do Couto, Yohann Wittrant and Annick Bernalier-Donadille
Nutrients 2025, 17(15), 2389; https://doi.org/10.3390/nu17152389 - 22 Jul 2025
Viewed by 1816
Abstract
Background/Objectives: An increasing number of apparently healthy individuals are adhering to a gluten-free lifestyle without any underlying medical indications, although the evidence for the health benefits in these individuals remains unclear. Although it has already been shown that a low- or gluten-free diet [...] Read more.
Background/Objectives: An increasing number of apparently healthy individuals are adhering to a gluten-free lifestyle without any underlying medical indications, although the evidence for the health benefits in these individuals remains unclear. Although it has already been shown that a low- or gluten-free diet alters the gut microbiota, few studies have examined the effects of this diet on healthy subjects. Therefore, our aim was to evaluate whether and how a prolonged low-gluten diet impacts gut microbiota composition and function in healthy adults, bearing in mind its intimate link to the host’s health. Methods: Forty healthy volunteers habitually consuming a gluten-containing diet (HGD, high-gluten diet) were included in a randomised control trial consisting of two successive 8-week dietary intervention periods on a low-gluten diet (LGD). After each 8-week period, gut microbiota composition was assessed by 16S rRNA gene sequencing, molecular quantification by qPCR, and a cultural approach, while its metabolic capacity was evaluated through measuring faecal fermentative metabolites by 1H NMR. Results: A prolonged period of LGD for 16 weeks reduced gut microbiota richness and decreased the relative abundance of bacterial species with previously reported potential health benefits such as Akkermansia muciniphila and Bifidobacterium sp. A decrease in certain plant cell wall polysaccharide-degrading species was also observed. While there was no major modification affecting the main short-chain fatty acid profiles, the concentration of the intermediate metabolite, ethanol, was increased in faecal samples. Conclusions: A 16-week LGD significantly altered both composition and metabolic production of the gut microbiota in healthy individuals, towards a more dysbiotic profile previously linked to adverse effects on the host’s health. Therefore, the evaluation of longer-term LDG would consolidate these results and enable a more in-depth examination of its impact on the host’s physiology, immunity, and metabolism. Full article
(This article belongs to the Section Nutrition and Public Health)
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19 pages, 1560 KiB  
Article
Knockdown of the snoRNA-Jouvence Blocks the Proliferation and Leads to the Death of Human Primary Glioblastoma Cells
by Lola Jaque-Cabrera, Julia Buggiani, Jérôme Bignon, Patricia Daira, Nathalie Bernoud-Hubac and Jean-René Martin
Non-Coding RNA 2025, 11(4), 54; https://doi.org/10.3390/ncrna11040054 - 18 Jul 2025
Viewed by 342
Abstract
Background/Objectives: Cancer research aims to understand the cellular and molecular mechanisms involved, in order to identify new therapeutic targets and provide patients with more effective therapies that generate fewer side undesirable and toxic effects. Previous studies have demonstrated the role of small [...] Read more.
Background/Objectives: Cancer research aims to understand the cellular and molecular mechanisms involved, in order to identify new therapeutic targets and provide patients with more effective therapies that generate fewer side undesirable and toxic effects. Previous studies have demonstrated the role of small nucleolar RNAs (snoRNAs) in many physiological and pathological cellular processes, including cancers. SnoRNAs are a group of non-coding RNAs involved in different post-transcriptional modifications of ribosomal RNAs. Recently, we identified a new snoRNA (jouvence), first in Drosophila, and thereafter, by homology, in humans. Methods: Here, we characterize the effect of the knockdown of jouvence by a sh-lentivirus on human primary patient-derived glioblastoma cells. Results: The sh-lentivirus anti-jouvence induces a significant decrease in cell proliferation and leads to cell death. EdU staining confirmed this decrease, while TUNEL also showed the presence of apoptotic cells. An RNA-Seq analysis revealed a decrease, in particular, in the level of BAALC, a gene known to potentiate the oncogenic ERK pathway and deregulating p21, leading to cell cycle blockage. Conclusions: Altogether, these results allow the hypothesis that the knockdown of jouvence could potentially be used as a new anti-cancer treatment (sno-Therapy), especially against glioblastoma and also, potentially, against acute myeloid leukemia (AML) due to the BAALC deregulation. Full article
(This article belongs to the Section Small Non-Coding RNA)
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8 pages, 397 KiB  
Brief Report
The Evaluation of Selected Production Indicators Following the Implementation of Vaccination as Part of a BVDV Eradication Strategy in Two Endemically Infected Beef Suckler Herds
by Matt Yarnall, Ellen Schmitt-van de Leemput, Manuel Cerviño, Ruben Prieto and Arnaud Bolon
Vet. Sci. 2025, 12(7), 670; https://doi.org/10.3390/vetsci12070670 - 16 Jul 2025
Viewed by 313
Abstract
The bovine viral diarrhoea virus (BVDV) impacts the health and performance of bovine herds. In the present retrospective study, the impact of BVDV control on the production performance of suckler herds was tested by vaccinating all female cows of the herd on the [...] Read more.
The bovine viral diarrhoea virus (BVDV) impacts the health and performance of bovine herds. In the present retrospective study, the impact of BVDV control on the production performance of suckler herds was tested by vaccinating all female cows of the herd on the same day (DV). The performance of cows in two commercial suckler herds was analysed during 12 months before DV (PREVAC, n = 497 cows) and 9 to 21 months after vaccination (POSTVAC, n = 531 cows). The proportion of calves born compared to the initial number of cows subjected to mating did not differ (PREVAC and POSTVAC, 87% and 84%, respectively). The proportion of calves weaned compared to the initial number of cows subjected to mating also did not differ between PREVAC (71%) and POSTVAC (74%). However, the proportion of calves weaned compared to the number of calves born was higher than POSTVAC (87%) when compared to PREVAC (81%). Thus, the data demonstrate that a BVDV control programme using vaccination in suckler herds can improve calf survival. Full article
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10 pages, 206 KiB  
Article
Teaching Sociology Through Community-Engaged Learning with a Multinational Student Body: Garnering Sociological Insights from Lived Experiences Across National Contexts
by Katherine Lyon
Soc. Sci. 2025, 14(7), 436; https://doi.org/10.3390/socsci14070436 - 16 Jul 2025
Viewed by 179
Abstract
Community-engaged learning (CEL) is a popular educational approach for sociology teaching across Canada and globally. Students in sociology courses with this experiential component can opt in to enhance their learning by working with community members and organizations in structured, low-stakes ways that forward [...] Read more.
Community-engaged learning (CEL) is a popular educational approach for sociology teaching across Canada and globally. Students in sociology courses with this experiential component can opt in to enhance their learning by working with community members and organizations in structured, low-stakes ways that forward community priorities. Evidence shows that CEL in sociology courses supports students in developing a wide variety of skills. However, little is known about how international students in sociology courses engage with this pedagogy. Drawing on 20 semi-structured interviews with international students from Asia, South America, and Eastern Europe who completed CEL programming as part of their sociology course curriculum at a large Canadian university, I show how these students engaged in unique learning practices. The findings indicate that international students draw upon their life experiences from diverse national contexts to navigate and reflect upon their CEL placement in sociological ways. These students’ voices offer rich insights for sociology educators designing course-based CEL opportunities with a multinational student body. Full article
(This article belongs to the Special Issue Global and Virtual Sociological Teaching—Challenges & Opportunities)
15 pages, 4059 KiB  
Article
Surface Fluorination for the Stabilization in Air of Garnet-Type Oxide Solid Electrolyte for Lithium Ion Battery
by Michael Herraiz, Saida Moumen, Kevin Lemoine, Laurent Jouffret, Katia Guérin, Elodie Petit, Nathalie Gaillard, Laure Bertry, Reka Toth, Thierry Le Mercier, Valérie Buissette and Marc Dubois
Batteries 2025, 11(7), 268; https://doi.org/10.3390/batteries11070268 - 16 Jul 2025
Viewed by 252
Abstract
After reviewing the state of the art of the fluorination of inorganic solid electrolytes, an application of gas/solid fluorination is given and how it can be processed. Garnet-type oxide has been chosen. These oxides with an ideal structure of chemical formula A3 [...] Read more.
After reviewing the state of the art of the fluorination of inorganic solid electrolytes, an application of gas/solid fluorination is given and how it can be processed. Garnet-type oxide has been chosen. These oxides with an ideal structure of chemical formula A3B2(XO4)3 are mainly known for their magnetic and dielectric properties. Certain garnets may have a high enough Li+ ionic conductivity to be used as solid electrolyte of lithium ion battery. The surface of LLZO may be changed in contact with the moisture and CO2 present in the atmosphere that results in a change of the conductivity at the interface of the solid. LiOH and/or lithium carbonate are formed at the surface of the garnet particles. In order to allow for handling and storage under normal conditions of this solid electrolyte, surface fluorination was performed using elemental fluorine. When controlled using mild conditions (temperature lower or equal to 200 °C, either in static or dynamic mode), the addition of fluorine atoms to LLZO with Li6,4Al0,2La3Zr2O12 composition is limited to the surface, forming a covering layer of lithium fluoride LiF. The effect of the fluorination was evidenced by IR, Raman, and NMR spectroscopies. If present in the pristine LLZO powder, then the carbonate groups disappear. More interestingly, contrary to the pristine LLZO, the contents of these groups are drastically reduced even after storage in air up to 45 days when the powder is covered with the LiF layer. Surface fluorination could be applied to other solid electrolytes that are air sensitive. Full article
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29 pages, 2673 KiB  
Article
Process Parameters Optimization and Mechanical Properties of Additively Manufactured Ankle–Foot Orthoses Based on Polypropylene
by Sahar Swesi, Mohamed Yousfi, Nicolas Tardif and Abder Banoune
Polymers 2025, 17(14), 1921; https://doi.org/10.3390/polym17141921 - 11 Jul 2025
Viewed by 401
Abstract
Nowadays, Fused Filament Fabrication (FFF) 3D printing offers promising opportunities for the customized manufacturing of ankle–foot orthoses (AFOs) targeted towards rehabilitation purposes. Polypropylene (PP) represents an ideal candidate in orthotic applications due to its light weight and superior mechanical properties, offering an excellent [...] Read more.
Nowadays, Fused Filament Fabrication (FFF) 3D printing offers promising opportunities for the customized manufacturing of ankle–foot orthoses (AFOs) targeted towards rehabilitation purposes. Polypropylene (PP) represents an ideal candidate in orthotic applications due to its light weight and superior mechanical properties, offering an excellent balance between flexibility, chemical resistance, biocompatibility, and long-term durability. However, Additive Manufacturing (AM) of AFOs based on PP remains a major challenge due to its limited bed adhesion and high shrinkage, especially for making large parts such as AFOs. The primary innovation of the present study lies in the optimization of FFF 3D printing parameters for the fabrication of functional, patient-specific orthoses using PP, a material still underutilized in the AM of medical devices. Firstly, a thorough thermomechanical characterization was conducted, allowing the implementation of a (thermo-)elastic material model for the used PP filament. Thereafter, a Taguchi design of experiments (DOE) was established to study the influence of several printing parameters (extrusion temperature, printing speed, layer thickness, infill density, infill pattern, and part orientation) on the mechanical properties of 3D-printed specimens. Three-point bending tests were conducted to evaluate the strength and stiffness of the samples, while additional tensile tests were performed on the 3D-printed orthoses using a home-made innovative device to validate the optimal configurations. The results showed that the maximum flexural modulus of 3D-printed specimens was achieved when the printing speed was around 50 mm/s. The most significant parameter for mechanical performance and reduction in printing time was shown to be infill density, contributing 73.2% to maximum stress and 75.2% to Interlaminar Shear Strength (ILSS). Finally, the applicability of the finite element method (FEM) to simulate the FFF process-induced deflections, part distortion (warpage), and residual stresses in 3D-printed orthoses was investigated using a numerical simulation tool (Digimat-AM®). The combination of Taguchi DOE with Digimat-AM for polypropylene AFOs highlighted that the 90° orientation appeared to be the most suitable configuration, as it minimizes deformation and von Mises stress, ensuring improved quality and robustness of the printed orthoses. The findings from this study contribute by providing a reliable method for printing PP parts with improved mechanical performance, thereby opening new opportunities for its use in medical-grade additive manufacturing. Full article
(This article belongs to the Special Issue Latest Progress in the Additive Manufacturing of Polymeric Materials)
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18 pages, 1667 KiB  
Article
Multi-Task Deep Learning for Simultaneous Classification and Segmentation of Cancer Pathologies in Diverse Medical Imaging Modalities
by Maryem Rhanoui, Khaoula Alaoui Belghiti and Mounia Mikram
Onco 2025, 5(3), 34; https://doi.org/10.3390/onco5030034 - 11 Jul 2025
Viewed by 356
Abstract
Background: Clinical imaging is an important part of health care providing physicians with great assistance in patients treatment. In fact, segmentation and grading of tumors can help doctors assess the severity of the cancer at an early stage and increase the chances [...] Read more.
Background: Clinical imaging is an important part of health care providing physicians with great assistance in patients treatment. In fact, segmentation and grading of tumors can help doctors assess the severity of the cancer at an early stage and increase the chances of cure. Despite that Deep Learning for cancer diagnosis has achieved clinically acceptable accuracy, there still remains challenging tasks, especially in the context of insufficient labeled data and the subsequent need for expensive computational ressources. Objective: This paper presents a lightweight classification and segmentation deep learning model to assist in the identification of cancerous tumors with high accuracy despite the scarcity of medical data. Methods: We propose a multi-task architecture for classification and segmentation of cancerous tumors in the Brain, Skin, Prostate and lungs. The model is based on the UNet architecture with different pre-trained deep learning models (VGG 16 and MobileNetv2) as a backbone. The multi-task model is validated on relatively small datasets (slightly exceed 1200 images) that are diverse in terms of modalities (IRM, X-Ray, Dermoscopic and Digital Histopathology), number of classes, shapes, and sizes of cancer pathologies using the accuracy and dice coefficient as statistical metrics. Results: Experiments show that the multi-task approach improve the learning efficiency and the prediction accuracy for the segmentation and classification tasks, compared to training the individual models separately. The multi-task architecture reached a classification accuracy of 86%, 90%, 88%, and 87% respectively for Skin Lesion, Brain Tumor, Prostate Cancer and Pneumothorax. For the segmentation tasks we were able to achieve high precisions respectively 95%, 98% for the Skin Lesion and Brain Tumor segmentation and a 99% precise segmentation for both Prostate cancer and Pneumothorax. Proving that the multi-task solution is more efficient than single-task networks. Full article
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