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Optimizing Students’ Mental Health and Academic Performance: AI-Enhanced Life Crafting

This article describes the relation between mental health and academic performance during the start of college and how AI-enhanced chatbot interventions could prevent both study problems and mental health problems.

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Optimizing Students’ Mental Health and Academic Performance: AI-Enhanced Life Crafting

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Development, construct validity and test-retest reliability of a field-based wheelchair mobility performance test for wheelchair basketball

The aim of this study was to develop and describe a wheelchair mobility performance test in wheelchair basketball and to assess its construct validity and reliability. To mimic mobility performance of wheelchair basketball matches in a standardised manner, a test was designed based on observation of wheelchair basketball matches and expert judgement. Forty-six players performed the test to determine its validity and 23 players performed the test twice for reliability. Independent-samples t-tests were used to assess whether the times needed to complete the test were different for classifications, playing standards and sex. Intraclass correlation coefficients (ICC) were calculated to quantify reliability of performance times. Males performed better than females (P < 0.001, effect size [ES] = −1.26) and international men performed better than national men (P < 0.001, ES = −1.62). Performance time of low (≤2.5) and high (≥3.0) classification players was borderline not significant with a moderate ES (P = 0.06, ES = 0.58). The reliability was excellent for overall performance time (ICC = 0.95). These results show that the test can be used as a standardised mobility performance test to validly and reliably assess the capacity in mobility performance of elite wheelchair basketball athletes. Furthermore, the described methodology of development is recommended for use in other sports to develop sport-specific tests. “This is an Accepted Manuscript of an article published by Taylor & Francis in "Journal of Sports Sciences" on 01/16/17, available online: https://doi.org/10.1080/02640414.2016.1276613. LinkedIn: https://www.linkedin.com/in/annemarie-de-witte-9582b154/ https://www.linkedin.com/in/moniqueberger/ https://www.linkedin.com/in/rienkvdslikke/

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Development, construct validity and test-retest reliability of a field-based wheelchair mobility performance test for wheelchair basketball

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Performance pressure

Research conducted by the Research Group Study Success indicates that many students experience performance pressure. In addition, we’ve noticed an increase in performance pressure in recent years. A little bit of performance pressure can be a good thing: it can facilitate concentration or hitting your deadlines. Are you feeling pressured over extensive periods of time, or are you experiencing stress, lack of sleep, or decreased concentration due to concerns about delivering on performance? Then it is probably a good plan to spring into action. With this info sheet we will explain what performance pressure entails, what causes it, and we will offer suggestions on how to handle performance pressure.

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Construct validity of functional capacity tests in healthy workers

Background: Functional Capacity (FC) is a multidimensional construct within the activity domain of the International Classification of Functioning, Disability and Health framework (ICF). Functional capacity evaluations (FCEs) are assessments of work-related FC. The extent to which these work-related FC tests are associated to bio-, psycho-, or social factors is unknown. The aims of this study were to test relationships between FC tests and other ICF factors in a sample of healthy workers, and to determine the amount of statistical variance in FC tests that can be explained by these factors. Methods: A cross sectional study. The sample was comprised of 403 healthy workers who completed material handling FC tests (lifting low, overhead lifting, and carrying) and static work FC tests (overhead working and standing forward bend). The explainable variables were; six muscle strength tests; aerobic capacity test; and questionnaires regarding personal factors (age, gender, body height, body weight, and education), psychological factors (mental health, vitality, and general health perceptions), and social factors (perception of work, physical workloads, sport-, leisure time-, and work-index). A priori construct validity hypotheses were formulated and analyzed by means of correlation coefficients and regression analyses. Results: Moderate correlations were detected between material handling FC tests and muscle strength, gender, body weight, and body height. As for static work FC tests; overhead working correlated fair with aerobic capacity and handgrip strength, and low with the sport-index and perception of work. For standing forward bend FC test, all hypotheses were rejected. The regression model revealed that 61% to 62% of material handling FC tests were explained by physical factors. Five to 15% of static work FC tests were explained by physical and social factors. Conclusions: The current study revealed that, in a sample of healthy workers, material handling FC tests were related to physical factors but not to the psychosocial factors measured in this study. The construct of static work FC tests remained largely unexplained.

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Sensitivity to change of the field-based Wheelchair Mobility Performance Test in wheelchair basketball

In this study we measured the performance times on the Wheelchair Mobility Performance (WMP) test during different test conditions to see if the performance times changed when wheelchair settings were changed. The overall performance time on the WMP test increased when the tire pressure was reduced and also when extra mass was attached to the wheelchair. It can be concluded that the WMP test is sensitive to changes in wheelchair settings. It is recommended to use this field-based test in further research to investigate the effect of wheelchair settings on mobility performance time. Objective: The Wheelchair Mobility Performance (WMP) test is a reliable and valid measure to assess mobility performance in wheelchair basketball. The aim of this study was to examine the sensitivity to change of the WMP test by manipulating wheelchair configurations. Methods: Sixteen wheelchair basketball players performed the WMP test 3 times in their own wheelchair: (i) without adjustments (“control condition”); (ii) with 10 kg additional mass (“weighted condition”); and (iii) with 50% reduced tyre pressure (“tyre condition”). The outcome measure was time (s). If paired t-tests were significant (p < 0.05) and differences between conditions were larger than the standard error of measurement, the effect sizes (ES) were used to evaluate the sensitivity to change. ES values ≥0.2 were regarded as sensitive to change. Results: The overall performance times for the manipulations were significantly higher than the control condition, with mean differences of 4.40 s (weight – control, ES = 0.44) and 2.81 s (tyre – control, ES = 0.27). The overall performance time on the WMP test was judged as sensitive to change. For 8 of the 15 separate tasks on the WMP test, the tasks were judged as sensitive to change for at least one of the manipulations. Conclusion: The WMP test can detect change in mobility performance when wheelchair configurations are manipulated. https://www.medicaljournals.se/jrm/content/html/10.2340/16501977-2341

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Sensitivity to change of the field-based Wheelchair Mobility Performance Test in wheelchair basketball

Projects 13

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EHDAnguilla – Application of electrohydrodynamic atomization as a tool to produce high protein content micrometric capsules to feed larval phase Anguilla.

The European eel (Anguilla anguilla) is a delicacy fish and an integral part of the Dutch culinary history. However, the stock of adult eel has decreased significantly due to a precipitous recruitment of glass eel fall. This relates to multiple factors including obstacles in migration pathways, loss of habitat and chemical pollution. Consequently, Anguilla anguilla has become a critically endangered species and is protected under European legislation. One possible solution, explored on laboratory scale, is the captive reproduction of eels and growth of glass eel in aquaculture. A big challenge of this technique is the limiting aspect of possible nutrients for the eels in the larval stage, as the diet must be delivered in micrometric capsules (< 20 µm) with a high protein content. Such diets are not yet available on the market. Electrohydrodynamic atomization (EHDA) is a novel option to prepare a micro-diet suitable for eel larvae. EHDA is especially interesting for its narrow size distribution capabilities and for applications which require submicrometric sizes. This project aims to evaluate the use of EHDA to produce high protein content micrometric size capsules for feeding larval eels. If successful, this would assist in the captivity production of glass eel and to make the eel culture independent of wild catches, restoring the culinary market. The project will be conducted in two phases. Firstly, tests will be conducted to evaluate the necessary conditions of the capsules using EHDA. Subsequently, the obtained capsules will be tested as feed for eel larvae. The main objective is to favour the development of a more sustainable eel culture, regarding the possibilities of investigating the current fish in natura option and exchanging it for a captivity one.

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ENOWATTS

Als gevolg van de energietransitie wordt het steeds moeilijker om energieaanbod en -vraag op elkaar af te stemmen en ontstaan problemen op het elektriciteitsnet. Energieopslag biedt een oplossing: duurzame energie wordt opgeslagen op momenten dat er aanbod en weinig energievraag is en beschikbaar gesteld wanneer er weinig aanbod en veel vraag is. Lokale opslag biedt een kans om lokale uitval van het elektriciteitsnet te voorkomen en geeft meerwaarde aan duurzame energie. Opslag in waterstof is uitermate geschikt voor zowel toepassingen op MW-schaal (windparken), voor seizoensopslag en voor toepassingen waar distributie relevant is. De wens van bedrijventerreinen om te verduurzamen biedt een kans om gericht aan oplossingen voor lokale energieopslag in waterstof en bijbehorende toepassingen te werken. In dit project werkt de HAN samen met MKB-bedrijven, Saxion, TU Delft, lokale overheden en een aantal overige partners aan het ontwikkelen en optimaliseren van een energieopslagsysteem gebaseerd op waterstof en bijbehorende waterstoftoepassingen op en voor bedrijventerrein IPKW in Arnhem. Beschikbare windenergie van in aanbouw zijnde turbines langs de Rijn bij IPKW vormen de aanleiding voor het ontwerpen, modelleren, construeren en testen van een (geschaald) energieopslagsysteem gebaseerd op de productie, en opslag van waterstof. Specifieke toepassingen op het industriepark worden geïnventariseerd, en waar mogelijk gerealiseerd en gemonitord, voor met name lokaal bedrijfstransport en elektriciteitslevering. Scenario’s voor ontwikkeling en toepassing van de technologie ontwikkeld en haalbaarheidsstudies uitgevoerd. Kennis en expertise worden ontwikkeld om het proces van optimale implementatie van waterstof voor energieopslag in een energieketen met specifieke toepassingen op een bedrijventerrein te ondersteunen. Met dit project bouwen wij voort op de vele eerdere waterstofprojecten die bij de HAN zijn uitgevoerd en maken we gebruik van ons recent gerealiseerde shared facility HAN Waterstoflab op IPKW.

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Haalbaarheidsstudie Aquabooster

Het doel van het project is om inzicht te krijgen in praktische en commerciële haalbaarheid rondom de Aquabooster van het bedrijf Wabbi dat eigendom is van studentondernemer Faik Durmus. Het onderzoek waaruit de Aquabooster is ontstaan is gedaan door studenten van de opleiding Biologie en Medisch Laboratoriumonderzoek aan de Saxion Hogeschool. Daarmee borduurt dit project voort op praktijkgericht onderzoek vanuit een kennisinstelling. De Aquabooster is het enige product van het bedrijf Wabbi. De Aquabooster reinigt herbruikbare flessen (zoals de Dopper®) van consumenten met als doel de levensduur te verlengen en de afvalberg te verlagen. Hiermee hoopt Wabbi bij te dragen aan SDG12: ‘Responsible consumption and production’. De belangrijkste projectactiviteiten om het doel te realiseren omvatten: a. Het bouwen van meerdere prototypes; b. Validatie van de prototypes in relevante fieldlabs teneinde feedback uit de markt te krijgen; c. Onderzoek naar Intellectueel Eigendom; d. Schrijven van een businessplan. Deze activiteiten moeten er toe leiden dat er een beeld ontstaat over de potentie van Wabbi met haar Aquabooster. Het project duurt 9 maanden en het budget bedraagt conform begroting €40.000. De projectpartners zijn: Wabbi, Het Saxion Centrum voor Ondernemerschap (penvoerder), de lectoraten Mechatronica en Industrial Design en een partner ten aanzien van het onderzoek naar Intellectueel Eigendom (wordt nog gezocht). Aanvullend worden studenten ingezet om feedback uit de markt te krijgen en deelsystemen te ontwikkelen.

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Measuring communicative participation by PROMs in speech and language therapy

communicative participation, language disordersOBJECTIVE(S)/RESEARCH QUESTION(S) Speech and language therapists (SLTs) are the primary care professionals to treat language and communication disorders. Their treatment is informed by a variety of outcome measures. At present, diagnosis, monitoring of progress and evaluation are often based on performance-based and clinician-reported outcomes such as results of standardized speech, language, voice, or communication tests. These tests typically aim to capture how well the person can produce or understand language in a controlled situation, and therefore only provide limited insight in the person’s challenges in life. Performance measures do not incorporate the unobservable feelings such as a patient's effort, social embarrassment, difficulty, or confidence in communication. Nor do they address language and communication difficulties experienced by the person themselves, the impact on daily life or allow patients to set goals related to their own needs and wishes. The aim of our study is give our patients a voice and empower SLTs to incorporate their patient's perspective in planning therapy. We will Aangemaakt door ProjectNet / Generated by ProjectNet: 08-12-2020 12:072Subsidieaanvraag_digitaal / Grant Application_digitaalDossier nummer / Dossier number: 80-86900-98-041DEFINITIEFdevelop a valid and reliable patient-reported outcome measure that provides information on communicative participation of people with communication disorders and integrate this item bank in patient specific goal setting in speech and language therapy. Both the item bank and the goal setting method will be adapted in cocreation with patients to enable access for people with communication difficulties.STUDY DESIGN Mixed methods research design following the MRC guidance for process evaluation of complex interventions, using PROMIS methodology including psychometric evaluation and an iterative user-centered design with qualitative co-creation methods to develop accessible items and the goal setting method.RESEARCH POPULATION Children, adolescents and adults with speech, language, hearing, and voice disorders.OUTCOME MEASURES An online patient-reported outcome measure on communicative participation, the Communicative Participation Item Bank (CPIB), CPIB items that are accessible for people with language understanding difficulties, a communicative-participation person-specific goal setting method developed with speech and language therapists and patients and tested on usability and feasibility in clinical practice, and a course for SLTs explaining the use of the goal-setting method in their clinical reasoning process.RELEVANCE This study answers one of the prioritized questions in the call for SLTs to systematically and reliably incorporate the clients’ perspective in their daily practice to improve the quality of SLT services. At present patient reported outcomes play only a small role in speech and language therapy because 1) measures (PROMS) are often invalid, not implemented and unsuitable for clinical practice and 2) there is a knowledge gap in how to capture and interpret outcomes from persons with language disorders.

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Performance Upgrading of Mini & Small Wind Turbines 2 (PUMSWindT2)

Kleine windturbines maken het mogelijk om windenergie te benutten voor de elektriciteitsopwekking op locaties waar dat met grote windturbines niet mogelijk is. Kleine windturbines hebben op dit moment nog geen echte plek in de duurzame energieopwekking in Nederland. Terwijl recente ontwikkelingen laten zien dat hier zeker een markt voor is, mits een aantal vraagstukken wordt opgelost. Het huidige project richt zich op het oplossen van die vraagstukken waarbij de hoofdvraag voor dit project als volgt luidt: Hoe kunnen kleine en miniwindturbines meer betrouwbaar en efficiënter worden en beter geïntegreerd worden met andere vormen van duurzame energie en wat moet er gedaan worden, en door wie, opdat ook deze windturbines een plek krijgen in de toekomstige duurzame energiemix in Nederland en daarbuiten. Project PUMSWindT2 bestaat uit: MKB/ZZP: - EAZ - Tandem Windenergy - Erjah holding - Right Connection - Green Trust - Tarucca - Omniwind - Vdesign Kennisinstellingen: - Hochschule Emden/Leer - TUDelft - Hanzehogeschool Branche: - Noordenwind - NWEA Testlocaties: - EnTranCe Groningen - Energiecampus Leeuwarden Recent is door de European Academy of Wind Energy een paper opgesteld “Current Status and Grand Challenges of Small Wind Energy Technology” [25] met bijdragen van vele vooraanstaande experts op dit gebied (inclusief 2 PUMSWindT projectpartners). Er is vastgesteld dat verschillende uitdagingen opgelost moeten worden om de kleine windturbinemarkt de plek te geven die het verdient: • Verbeteren energieconversie kleine windturbines • Beter voorspellen prestaties op lange termijn • Verbeteren van de economische levensvatbaarheid • Bijdrage aan energievraag en integratie van elektrische systemen • Stimuleren van betrokkenheid en sociale acceptatie Project PUMSWindT2 heeft vragen van de MKB-partners daarbij geïnventariseerd en stelt voor om deze uitdagingen in de volgende werkpakketten aan te pakken: 1. Technologie: Meting & Data verwerking 2. Technologie: LCOE reductie 3. Technologie: Wind- integratie 4. Marktontwikkeling 5. Ontwikkeling demonstratie en testsite

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Ph.D.-project 'Examining in-class activities to facilitate academic achievement in higher education: a framework for optimal indoor environmental conditions'

Examining in-class activities to facilitate academic achievement in higher educationThere is an increasing interest in how to create an effective and comfortable indoor environment for lecturers and students in higher education. To achieve evidence-based improvements in the indoor environmental quality (IEQ) of higher education learning environments, this research aimed to gain new knowledge for creating optimal indoor environmental conditions that best facilitate in-class activities, i.e. teaching and learning, and foster academic achievement. The academic performance of lecturers and students is subdivided into short-term academic performance, for example, during a lecture and long-term academic performance, during an academic course or year, for example. First, a systematic literature review was conducted to reveal the effect of indoor environmental quality in classrooms in higher education on the quality of teaching, the quality of learning, and students’ academic achievement. With the information gathered on the applied methods during the literature review, a systematic approach was developed and validated to capture the effect of the IEQ on the main outcomes. This approach enables research that aims to examine the effect of all four IEQ parameters, indoor air quality, thermal conditions, lighting conditions, and acoustic conditions on students’ perceptions, responses, and short-term academic performance in the context of higher education classrooms. Next, a field experiment was conducted, applying the validated systematic approach, to explore the effect of multiple indoor environmental parameters on students and their short-term academic performance in higher education. Finally, a qualitative case study gathered lecturers’ and students’ perceptions related to the IEQ. Furthermore, how these users interact with the environment to maintain an acceptable IEQ was studied.During the systematic literature review, multiple scientific databases were searched to identify relevant scientific evidence. After the screening process, 21 publications were included. The collected evidence showed that IEQ can contribute positively to students’ academic achievement. However, it can also affect the performance of students negatively, even if the IEQ meets current standards for classrooms’ IEQ conditions. Not one optimal IEQ was identified after studying the evidence. Indoor environmental conditions in which students perform at their best differ and are task depended, indicating that classrooms should facilitate multiple indoor environmental conditions. Furthermore, the evidence provides practical information for improving the design of experimental studies, helps researchers in identifying relevant parameters, and lists methods to examine the influence of the IEQ on users.The measurement methods deduced from the included studies of the literature review, were used for the development of a systematic approach measuring classroom IEQ and students’ perceived IEQ, internal responses, and short-term academic performance. This approach allowed studying the effect of multiple IEQ parameters simultaneously and was tested in a pilot study during a regular academic course. The perceptions, internal responses, and short-term academic performance of participating students were measured. The results show associations between natural variations of the IEQ and students’ perceptions. These perceptions were associated with their physiological and cognitive responses. Furthermore, students’ perceived cognitive responses were associated with their short-term academic performance. These observed associations confirm the construct validity of the composed systematic approach. This systematic approach was then applied in a field experiment, to explore the effect of multiple indoor environmental parameters on students and their short-term academic performance in higher education. A field study, with a between-groups experimental design, was conducted during a regular academic course in 2020-2021 to analyze the effect of different acoustic, lighting, and indoor air quality (IAQ) conditions. First, the reverberation time was manipulated to 0.4 s in the intervention condition (control condition 0.6 s). Second, the horizontal illuminance level was raised from 500 to 750 lx in the intervention condition (control condition 500 lx). These conditions correspond with quality class A (intervention condition) and B (control condition), specified in Dutch IEQ guidelines for school buildings (2015). Third, the IAQ, which was ~1100 ppm carbon dioxide (CO2), as a proxy for IAQ, was improved to CO2 concentrations under 800 ppm, meeting quality class A in both conditions. Students’ perceptions were measured during seven campaigns with a questionnaire; their actual cognitive and short-term academic performances were evaluated with validated tests and an academic test, composed by the lecturer, as a subject-matter-expert on the taught topic, covered subjects discussed during the lecture. From 201 students 527 responses were collected and analyzed. A reduced RT in combination with raised HI improved students’ perceptions of the lighting environment, internal responses, and quality of learning. However, this experimental condition negatively influenced students’ ability to solve problems, while students' content-related test scores were not influenced. This shows that although quality class A conditions for RT and HI improved students’ perceptions, it did not influence their short-term academic performance. Furthermore, the benefits of reduced RT in combination with raised HI were not observed in improved IAQ conditions. Whether the sequential order of the experimental conditions is relevant in inducing these effects and/or whether improving two parameters is already beneficial, is unknownFinally, a qualitative case study explored lecturers’ and students’ perceptions of the IEQ of classrooms, which are suitable to give tutorials with a maximum capacity of about 30 students. Furthermore, how lecturers and students interact with this indoor environment to maintain an acceptable IEQ was examined. Eleven lecturers of the Hanze University of Applied Sciences (UAS), located in the northern part of the Netherlands, and twenty-four of its students participated in three focus group discussions. The findings show that lecturers and students experience poor thermal, lighting, acoustic, and IAQ conditions which may influence teaching and learning performance. Furthermore, maintaining acceptable thermal and IAQ conditions was difficult for lecturers as opening windows or doors caused noise disturbances. In uncomfortable conditions, lecturers may decide to pause earlier or shorten a lecture. When students experienced discomfort, it may affect their ability to concentrate, their emotional status, and their quality of learning. Acceptable air and thermal conditions in classrooms will mitigate the need to open windows and doors. This allows lecturers to keep doors and windows closed, combining better classroom conditions with neither noise disturbances nor related distractions. Designers and engineers should take these end users’ perceptions into account, often monitored by facility management (FM), during the renovation or construction of university buildings to achieve optimal IEQ conditions in higher education classrooms.The results of these four studies indicate that there is not a one-size fits all indoor environmental quality to facilitate optimal in-class activities. Classrooms’ thermal environment should be effectively controlled with the option of a local (manual) intervention. Classrooms’ lighting conditions should also be adjustable, both in light color and light intensity. This enables lecturers to adjust the indoor environment to facilitate in-class activities optimally. Lecturers must be informed by the building operator, for example, professionals of the Facility Department, how to change classrooms’ IEQ settings. And this may differ per classroom because each building, in which the classroom is located, is operated differently apart from the classroom location in the building, exposure to the environment, and its use. The knowledge that has come available from this study, shows that optimal indoor environmental conditions can positively influence lecturers’ and students’ comfort, health, emotional balance, and performance. These outcomes have the capacity to contribute to an improved school climate and thus academic achievement.

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Real-Time Asset management in turbomachinery

The postdoc candidate, Sondos Saad, will strengthen connections between research groups Asset Management(AM), Data Science(DS) and Civil Engineering bachelor programme(CE) of HZ. The proposed research aims at deepening the knowledge about the complex multidisciplinary performance deterioration prediction of turbomachinery to optimize cleaning costs, decrease failure risk and promote the efficient use of water &energy resources. It targets the key challenges faced by industries, oil &gas refineries, utility companies in the adoption of circular maintenance. The study of AM is already part of CE curriculum, but the ambition of this postdoc is that also AM principles are applied and visible. Therefore, from the first year of the programme, the postdoc will develop an AM material science line and will facilitate applied research experiences for students, in collaboration with engineering companies, operation &maintenance contractors and governmental bodies. Consequently, a new generation of efficient sustainability sensitive civil engineers could be trained, as the labour market requires. The subject is broad and relevant for the future of our built environment being more sustainable with less CO2 footprint, with possible connections with other fields of study, such as Engineering, Economics &Chemistry. The project is also strongly contributing to the goals of the National Science Agenda(NWA), in themes of “Circulaire economie en grondstoffenefficiëntie”,”Meten en detecteren: altijd, alles en overall” &”Smart Industry”. The final products will be a framework for data-driven AM to determine and quantify key parameters of degradation in performance for predictive AM strategies, for the application as a diagnostic decision-support toolbox for optimizing cleaning &maintenance; a portfolio of applications &examples; and a new continuous learning line about AM within CE curriculum. The postdoc will be mentored and supervised by the Lector of AM research group and by the study programme coordinator(SPC). The personnel policy and job function series of HZ facilitates the development opportunity.

Finished

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Optimizing Students’ Mental Health and Academic Performance: AI-Enhanced Life Crafting

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