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  1. We are very happy about the publication of
    Semantic Modeling in Materials Science and Engineering With Platform MaterialDigital Core Ontology 3.0 in collaboration with
    Markus Schilling, Philipp von Hartrott, Jörg Waitelonis, Thomas Hanke, Henk Birkholz, Hossein Beygi Nasrabadi, Khashayar Razghandi, Kamilla Zaripova, Felix Thonagel, Fabian Neuhaus, Martin Glauer, Lars Vogt, @lysander07, Lutz Mädler, Bernd Bayerlein, Chris Eberl

    ‘ontologies #knowledgegraphs #mse #materialsscience @fiz_karlsruhe

  2. I had the privilege of presenting the results of the MaxSAT Evaluation 2026 at the #SAT conference at #FLoC earlier. Thank you to all solver submitters and also benchmark submitters without which the evaluation wouldn't be possible.

    You can find all results on the webpage of the #MSE.
    maxsat-evaluations.github.io/2

  3. Функция потерь: как алгоритм понимает, что он ошибся

    Доброго времени суток, «Хабр»! Представьте, что вы играете в дартс. Сначала ваши дротики разлетаются по всей мишени, но с каждой попыткой вы постепенно приближаетесь к заветному центру. Человек интуитивно понимает, что нужно скорректировать бросок: сильнее, выше, левее или правее. Примерно так же работает и алгоритм машинного обучения. Только вместо интуиции там есть функция потерь . Сегодня поговорим об этой функции, попробуем в ней разобраться и понять, как же алгоритм понимает, что он ошибся. Принимайте стратегически удобное положение, ну а я приступаю к своему повествованию.

    habr.com/ru/companies/bothub/a

    #функция_потерь #машинное_обучение #MSE #MAE #Huber_Loss #BCE #Categorical_Crossentropy #Focal_Loss #Triplet_Loss #Contrasitive_Loss

  4. Keynote by Roger H. French on Semantic Data Management and MDS-Onto for Synchrotron Science at the #SeMatS2025 workshop #ISWC2025 presenting a vast amount of Materials Data Science-related research. Amongst others, the Materials Data Science Ontology (MDS-Onto), which builds upon PMDco, CCO, and BFO.

    ontolearner.readthedocs.io/ben
    paper on MDS.Onto: nature.com/articles/s41597-025

    #materialsscience #mse #ontologies #AI #knowledgegraphs #linkeddata #japan #

  5. This week, our colleagues Hossen Beygi Nasrabadi and @joerg participated (and co-organised) the Platform Material Digital Hackathon at Bundesanstalt für Materialprüfung (BAM) in Berlin. Goal was to make progress on the next version of the PMDco ontology, a mid-level ontology for materials science engineering.

    materialdigital.github.io/core

    #mse #materialsscience @fiz_karlsruhe #ontologies #bfo #bfo2020 #Berlin @enorouzi @lysander07 @heikef #NFDIMatWerk

  6. Last week, October sunshine in Freiburg at the anual #NFDIMatWerk planning & strategy meeting at Freiburg Innovation Center FRIZ. Usually, I don't complain about the food, but ... hey guys, there is room for improvement ;-)

    Overall outcome: The MSE KnowledgeGraph will be THE central hub for all NFDIMatWerk resources

    nfdi.fiz-karlsruhe.de/matwerk/

    #NFDIrocks @fiz_karlsruhe #materialsscience #friz #freiburg #rdm #ontologies #knowledgegraphs #digitalisation @enorouzi @joerg @fizise #mse

  7. This week our team member @enorouzi presented our research results in a poster presentation at EUROMAT 2025 in Granada, Spain:
    E. Norouzi, G. Abdildina, Y. Shakeel, J. Waitelonis, H. Sack: Enhancing FAIR Data Management in Materials Science and Engineering (MSE): Integrating FAIR Digital Objects into the MSE Knowledge Graph

    zenodo.org/records/17156142

    #FAIR #researchdata #fdo #knowledgegraph #nfdimatwerk @NFDI #MSE #materialsscience @joerg @fiz_karlsruhe @lysander07

  8. I've used #MSE for decades. Love it but now I mostly just quickly scan through the weekly emails but something did catch my attention which made me #unsubscribe

    #MoneySavingExpert #AI

  9. Deadline extension for #SeMatS2025
    2nd Int. Workshop on Semantic Materials Science - Harnessing the Power of Semantic Web Technologies in Materials Science, co located at #ISWC2025
    New Deadline: Aug 9, 2025, AoE

    Please, spread the news and submit! :)

    sites.google.com/view/semats20

    #semanticweb #ontologies #bfo #materialsscience #mse #knowledgegraphs #AI @fiz_karlsruhe @fizise @KIT_Karlsruhe @HL @joerg #NFDIMatWerk #PMD #materialdigital #stahldigital

  10. Last week at the MSE Research Data Forum 2025 in Siegburg with our colleagues @lysander07 @joerg @heikef and Hossein Nasrabadi, discussing NFDIcore ontology, MatWerk Ontology, Matwerk Knowledge Graph and PMDcore ontology.

    #materialsscience #mse #nfdimatwerk #nfdirocks #knowledgegraphs #ontologies #bfo @enorouzi @fiz_karlsruhe

  11. Yesterday, I've attended the MSE Research Data Forum 2025 organised by #NFDIMatWerk. Aside from the conference presentations, our little ontologies group was meeting and discussing future work on ontologies in NFDI-MatWerk, including NFDIcore, MatWerk Application Ontologies, and PMDcore.

    nfdi-matwerk.de/nfdi/2025/

    #NFDIrocks @joerg @fizise @fiz_karlsruhe #mse #materialsscience #ontologies #semanticweb #knowledgegraphs

  12. Congratulations to all 2025 #Graduates of #UArizona College of Tech., Hebei University of Tech! It was an exciting day and a great accomplishment by the students who finished a four-year bilingual (English/Chinese) program in Applied #Physics, #MSE, and #AME #Engineering. #AcademicSky #EduSky

  13. Eight quarters of decline in Dutch wholesale turnover isn’t “just the market”, it’s structural fatigue. From oil to agriculture, key sectors are shrinking. If you’re in trade, logistics, or resale, this matters. Read signals, not headlines. Strategy starts with awareness.

    xtroverso.com/blog/wise-4/dutc

    #business #markets #government #fiscal #politics #economy #data #Netherlands #dutch #wealth #entrepreneurs #mse #future #wholesale

  14. Yesterday attending a project strategy meeting for MaterialDigital at the Institute for microtribology. No, I don’t have any idea why they have put this in front of it😜

    #pmd #materialsscience #mse @enorouzi @joerg @fiz_karlsruhe @fizise

  15. Today at the #NFDI-MatWerk strategy meeting at IWM/KIT in Karlsruhe. That huge hot-water bottle outside IWM is so me right now after yesterday's election...

    #NFDIRocks @NFDI @fiz_karlsruhe @KIT_Karlsruhe @BAMResearch @fzj #mse #ElectionDay #karlsruhe

  16. The #NFDIMatWerk team together with Torsten Schrade @nfdi4culture and York Sure-Vetter @NFDI at the poster session of the DFG NFDI interim report Symposium in Bonn.
    @dfg_public @fiz_karlsruhe #mse #Materialwissenschaft #NFDIrocks @fizise @enorouzi @joerg

  17. Today presenting and defending the interim report of the #NFDIMatWerk consortium at DFG NFDI interim report Symposium in Bonn together with @DAPHNE4NFDI and @FAIRmat
    @NFDI @fiz_karlsruhe #Materialwissenschaft #mse #KnowledgeGraphs #NFDIrocks

  18. We are very happy to tell you that our article Markus Schilling, Bernd Bayerlein, Philipp von Hartrott, Jörg Waitelonis, Henk Birkholz, Pedro Dolabella Portella, Birgit Skrotzki: FAIR and Structured Data: "A Domain Ontology Aligned with Standard-compliant Tensile Testing" has been selected for the Best of Advanced Engineering Materials Virtual Issue 2024.

    Best of AEM 2024: onlinelibrary.wiley.com/page/j

    #mse #materialsscience #ontologies #AI #semanticweb @fiz_karlsruhe @joerg @BAMResearch

  19. CW: Nature, its all over me. The outside world.

    #GeoCell retaining walls, #MSE Mechanically Stabilised Earth, #Bywong, #Canberra, #australia

    I am wanting to build domestic grade retaining-walls, all with green growy things on/in them, and I came across GeoCells.

    Trouble is, I am not a company, and the suppliers so far would rather deal with companies, not consumers. Does anyone have a retailer of stuff that looks like this? Preferably with geotextile mat to strengthen the dirt in layers behind it too?

    #godSpeedMastoMissive To definity and below!

  20. Today in Frankfurt for the Platform MaterialDigital strategy meeting, starting a day full of discussions with a decent Espresso at Cafe MoKa

    #decentespresso #coffeechallenge #semanticweb #ontologies #pmd #mse #materialsscience @fiz_karlsruhe @fizise @enorouzi @joerg @BAMResearch

  21. This week, our colleagues @enorouzi @GenAsefa and @heikef from @fizise participated in the #FAIR-DI European Conference on Data Intelligence 2024 in Karlsruhe.

    The event brought together theoretical and experimental researchers to explore research data management, related services and tools, databases, and the impact of large language models and AI in materials science.

    #AI #LLMs #generativeAI #MSE #materialsscience #rdm #NFDI #NFDIMatWerk #NFDIrocks #PMD @fiz_karlsruhe

  22. Our colleague Kostya Hubaiev is presenting his work "Semantically-Rich Thermodynamic Alloy Ontology" within the Platform MaterialDigital project at #MSE2024 congress on Materials Science and Engineering in Darmstadt today.

    presentation abstract: drive.google.com/file/d/10RyuX
    MSE 2024 congress: mse-congress.de/
    PMD website: materialdigital.de/

    @fiz_karlsruhe @fizise @enorouzi #MSE #ontologies #semanticweb #bfo #pmd #pmdcore