EXA4MIND

Discover EXA4MIND ✨application cases✨ The EXA4MIND Extreme Data platform is gradually being implemented in four application cases: 🔬Scientific: Improve the accuracy and predictability of molecular dynamics simulations with Automated Data Mining System for Systematic Improvement of Molecular Dynamics -ADAMS4SIMS-, driving advances in force field descriptions and simulation results. Led by IT4Innovations National Supercomputing Center. 🚗 Industry: Revolutionising the annotation and evaluation of automotive camera recordings with AI models and frameworks, advancing Advanced Driver Assistance Systems -ADAS technology. Led by Valeo. 🌱 Agricultural SMEs: Empower small and medium-sized agricultural businesses with efficient data ingestion, redistribution and integration with TerraviewOS. 💊 SME Health: Securely processes healthcare data, enabling SMEs to explore and process Big Data with ease, driving advances in healthcare. Led by Altrnativ. #BigData #Health #Automotive #Viticulture #EXA4MIND #HorizonEurope

You can now consult all scientific publications made and published by our partners regarding EXA4MIND in one place 🤩! At EXA4MIND we are committed to open science and therefore we want to make all publications accessible to everyone. On our website you can consult all the research published to date in a single tab. It will be constantly updated so no one misses anything, go check it out now ➡ https://lnkd.in/duA4EGh6 #ScientificPublications #OpenScience #OpenSource #BigData #EXA4MIND

💫Faces of EXA4MIND💫 We want to introduce the people who contribute to achieving our goal: building an extreme data platform that enables advanced data analytics on supercomputers and automated data management. Today we present Panagiotis Gkikopoulos from TerraviewOS and the WP6 (SME Application Cases) leader of EXA4MIND. 🗣 "EXA4MIND will create a significant impact on the access to extreme data processing capabilities for small and medium-sized enterprises. The platform’s interface and data management tools combined with the HPC capabilities, given to us by the supercomputing centers, significantly lower the barrier to entry for users, such as ourselves, to make use of those technologies, that would typically be out of reach for us". Watch his interview ⤵ #ExtremeData #DataProcessing #SME #Viticulture #MeetTheTeam #EXA4MIND https://lnkd.in/dUZUh7JJ

DataNexus does not stop 🚀! Since the beginning of the cluster we have regular meetings to see how we can contribute in webinars, workshops or conferences, to raise awareness of our mission and contribute to the harnessing of extreme data through advanced European technologies. 🎯 Today's meeting was, mainly, about DataNexus' possible participation in EBDVF 2024, which will take place in October, as well as finalising our promotional materials. We are excited about future actions! 🤝 The seven projects that make up DataNexus belong to the Horizon Europe 2022 call: "Extreme Data Mining, Aggregation and Analytics Technologies and Solutions": EFRA, EXTRACT EU Project, Graph-Massivizer Project, EMERALDS, SYCLOPS Project, NearData Consortium, and #EXA4MIND. #DataNexus #ExtremeData #HorizonEurope

📢 SCIENTIFIC PUBLICATION available | Three Pillars improving Vision Foundation Model Distillation for Lidar. → This paper presents a novel method for training a foundation model in laser point cloud domain. This foundation model allows to combine LiDARs of different types into one training scheme. The final result is a strong AI model backbone for LiDAR (largely missing in the industry) that may be fine tuned for final task with minimal amount of manual annotations. ✅ This work is part of the EXA4MIND's objective to develop new AI models. ✍EXA4MIND consortium members from Valeo and #ValeoAI: Gilles Puy, Spyros Gidaris, Alexandre BOULCH, Oriane Siméoni, Corentin Sautier, Patrick Pérez, Andrei Bursuc, Renaud Marlet. 📖 Read it here: https://lnkd.in/dTWQ9JHG #Lidar #AI #AIModels #ScientificPublication #EXA4MIND

📢 New poster available | 'OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks'. Antonín Vobecký and Josef Sivic, members of the EXA4MIND consortium from the Czech Technical University in Prague, presented the poster during the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 (CVPR). ✅ This poster is part of the EXA4MIND industrial application case. ✍ Authors: researchers from Valeo #ValeoAI, Sorbonne Université, Ecole des Ponts ParisTech, Université Gustave Eiffel, Czech Technical University in Prague, Kyutai. #ConferencePoster #Networks #CVPR #EXA4MIND #HorizonEurope

CYCLOPES Newsletter July 2024 has been published! 📣 In this edition we present reports and key takeaways from the past events and practitioners' workshops. There is also a newly published interesting article and a save the date for the next practitioners' workshop. Additionally, you will find a list of all public reports published within this period. ➡ https://lnkd.in/dsadDSG3 #cybercrime #cybersecurity NOTIONES Project CYBERSPACE Project #EJCN #lawenforcement #digitalforensics #LEA EITHOS EU Project EXA4MIND Anti-FinTer POLIIICE EU-HYBNET European Anti-Cybercrime Technology Development Association (EACTDA) ECTEG UNCOVER Project ALLIES EU-Project UnderServed FRISCO EU project Tech Against Terrorism Europe EMERGE EU Project LEAGUE Project 2PS Project

Don't miss our series ✨Faces of EXA4MIND✨. With this series of video-interviews we want to introduce the people who contribute to achieving our ambitious goal: Building a platform for extreme data that enables advanced data analytics on supercomputers and automated data management with support for integration by design with EOSC and European data spaces. Six videos are now available! → Jan Martinovič from IT4Innovations National Supercomputing Center and EXA4MIND Project Coordinator. → Stephan Hachinger from Leibniz Supercomputing Centre , and the science and co-design Coordinator of EXA4MIND. → Antonín Vobecký from Czech Technical University in Prague, and machine learning researcher of EXAMIND. → PINAR KARAGOZ from Orta Doğu Teknik Üniversitesi / Middle East Technical University, and data mining researcher of EXA4MIND. → Mohamad Hayek from the Leibniz Supercomputing Centre and data management researcher of EXA4MIND. → Arantxa Echarte from AUSTRALO and outreach, exploitation & collaboration leader of EXA4MIND. More to come! Watch the interviews here ➡https://lnkd.in/dAgz-s2F #EXA4MIND #YouTube #BigData #DataAnalytics #Supercomputers

📢 SCIENTIFIC PUBLICATION available | Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish. → While misinformation is prevalent in other languages, the majority of research in this field has concentrated on the English language. Hence, there is a scarcity of datasets for other languages, including Turkish. This research has introduced the FCTR dataset, consisting of 3238 real-world claims. This dataset spans multiple domains and incorporates evidence collected from three Turkish fact-checking organizations. Additionally, it aims to assess the effectiveness of cross-lingual transfer learning for low-resource languages, with a particular focus on Turkish. ✅ This work is part of the EXA4MIND's objective to support the mitigation of bias and equity in AI. ✍ EXA4MIND consortium member PINAR KARAGOZ, together with Recep Fırat Çekinel, both from Orta Doğu Teknik Üniversitesi / Middle East Technical University, and Cagri Coltekin from University of Tuebingen. Tha paper was presented during the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-Coling). 📖 Read it here: https://lnkd.in/d954Tbci #CrossLingual #Datasets#AI #ScientificResearch #EXA4MIND

Not yet familiar with the DataNexus cluster 🤔? EXA4MIND is proud to be one of the seven EU-funded projects that constitute #DataNexus: the cluster for harnessing extreme data through advanced European technologies. 🎯 By focusing on enabling technologies and their applications for Europe, the cluster contributes to advancing European technology and making extreme data useful for addressing economic, societal and industrial needs. 🤝 The seven projects that make up DataNexus belong to the Horizon Europe 2022 call: "Extreme Data Mining, Aggregation and Analytics Technologies and Solutions": EFRA, EXTRACT EU Project, Graph-Massivizer Project, EMERALDS, SYCLOPS Project, NearData Consortium, and #EXA4MIND. Discover more about DataNexus → https://lnkd.in/dmc_VyRy