EXtreme Analytics for MINing Data spaces

Project Information

EXA4MIND

Grant agreement ID: 101092944

DOI

10.3030/101092944

Project closed

EC signature date 23 November 2022

Start date 1 January 2023

End date 30 April 2026

Funded under

• Digital, Industry and Space

Total cost

€ 4 911 425,00

EU contribution

€ 4 911 425,00

Coordinated by

VSB - TECHNICAL UNIVERSITY OF OSTRAVA
Czechia

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (7)

Application Cases and Architecture Requirements
Extreme Data Flow Patterns – Report
Data and Workflow Management Toolbox Alpha Status Report
Dissemination & Communication Interim Report
Architecture of AQIS
Continuous Improvements of Architecture, and Release management Process and System
Impact Master Plan

Other (1)

Intermediate Version of the ADAMS4SIMS System

Data Management Plan (1)

Data Management Plan

Publications

Conference proceedings (7)

Wine in the Cloud, or: Smart Vineyards with a Distributed “Extreme Data Database” and Supercomputing

Author(s): Piyush Harsh,,∗ Stephan Hachinger, Marc Derquennes, Andy Edmonds,Pinar Karagoz, Martin Golasowski, Mohamad Hayek and Jan Martinovič
Published in: ISGC&HEPiX2023, 2023
Publisher: PoS
DOI: 10.22323/1.434.0021

Three Pillars improving Vision Foundation Model Distillation for Lidar

Author(s): Gilles Puy, Spyros Gidaris, Alexandre Boulch, Oriane Siméoni, Corentin Sautier, Patrick Pérez, Andrei Bursuc, Renaud Marlet
Published in: e IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Publisher: IEEE/CVPR

POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images (pre-print version)

Author(s): Antonín Vobecký, Oriane Siméoni, David Hurych, Spyros Gidaris, Andrei Bursuc, Patrick Perez, Josef Sivic
Published in: NeurIPS 2023, 2024
Publisher: NeurIPS

ShowHowTo: Generating Scene-Conditioned Step-by-Step Visual Instructions

Author(s): Tomás Soucek; Prajwal Gatti; Michael Wray; Ivan Laptev; Dima Damen; Josef Sivic
Published in: 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025
Publisher: IEEE
DOI: 10.48550/ARXIV.2412.01987

Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish

Author(s): Firat Cekinel, Pinar Karagoz, Cagri Coltekin
Published in: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 2024
Publisher: ELRA and ICCL

GenHowTo: Learning to Generate Actions and State Transformations from Instructional Videos

Author(s): Tomás Soucek; Dima Damen; Michael Wray; Ivan Laptev; Josef Sivic
Published in: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Publisher: IEEE
DOI: 10.48550/ARXIV.2312.07322

IndexAI: AI Based Index Selection for NoSQL Databases (pre-print version)

Author(s): Mohammad Mahdi Khosravi, Pinar Karagoz, and Ismail Hakki Toroslu
Published in: 2023 IEEE International Conference on Big Data, 2024
Publisher: IEEE
DOI: 10.1109/BigData59044.2023.10386521

Other (2)

Poster: Integrated Database of Force-Field Parameters, Experimental Measurements, and Molecular Dynamics Simulations as a Tool for Force Field Development

Author(s): Pavel Banas, Mlynsky Vojtech, David Ciz, Radek Furmanek, Nestor Pilat, Anna Spackova, Viktoria Pauw, Stephan Hachinger, Jiri Sponer, Jan Martinovic, Michal Otyepka
Published in: CECAM Workshop “RNA Modelling Across Scales” 2025, 2025
Publisher: Zenodo
DOI: 10.5281/ZENODO.19916756

Poster: Integrated Database of Force-Field Parameters, Experimental Measurements and Molecular Dynamics Simulations as a Tool for Force Field Development

Author(s): Banáš, P., Mlýnský, V., Číž, D., Furmánek, R., Pilát, N., Špačková, A., Pauw, V., Hachinger, S., Šponer, J., Martinovič, J., Otyepka, M.
Published in: EuChemS CompChem 2025 “Shaping the Future of Chemistry”, 2025
Publisher: Zenodo
DOI: 10.5281/ZENODO.17174936

Peer reviewed articles (2)

Simple Adjustment of Intranucleotide Base-Phosphate Interaction in the OL3 AMBER Force Field Improves RNA Simulations

Author(s): Vojtěch Mlýnský, Petra Kührová, Petr Stadlbauer, Miroslav Krepl, Michal Otyepka, Pavel Banáš*, and Jiří Šponer*
Published in: (JCTC) Journal of Chemical Theory and Computation, Issue Volume 19, Issue 22, 2023, ISSN 1549-9626
Publisher: ACS Publications
DOI: 10.1021/acs.jctc.3c00990

Computer Folding of Parallel <scp>DNA</scp> G‐Quadruplex: Hitchhiker's Guide to the Conformational Space

Author(s): Michal Janeček, Petra Kührová, Vojtěch Mlýnský, Petr Stadlbauer, Michal Otyepka, Giovanni Bussi, Jiří Šponer, Pavel Banáš
Published in: Journal of Computational Chemistry, Issue 46, 2025, ISSN 0192-8651
Publisher: Wiley
DOI: 10.1002/JCC.27535