EXtreme Analytics for MINing Data spaces

Informazioni relative al progetto

EXA4MIND

ID dell’accordo di sovvenzione: 101092944

DOI

10.3030/101092944

Progetto chiuso

Data della firma CE 23 Novembre 2022

Data di avvio 1 Gennaio 2023

Data di completamento 30 Aprile 2026

Finanziato da

• Digital, Industry and Space

Costo totale

€ 4 911 425,00

Contributo UE

€ 4 911 425,00

Coordinato da

VSB - TECHNICAL UNIVERSITY OF OSTRAVA
Czechia

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

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

Pubblicazioni

Conference proceedings (7)

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

Autori: Piyush Harsh,,∗ Stephan Hachinger, Marc Derquennes, Andy Edmonds,Pinar Karagoz, Martin Golasowski, Mohamad Hayek and Jan Martinovič
Pubblicato in: ISGC&HEPiX2023, 2023
Editore: PoS
DOI: 10.22323/1.434.0021

Three Pillars improving Vision Foundation Model Distillation for Lidar

Autori: Gilles Puy, Spyros Gidaris, Alexandre Boulch, Oriane Siméoni, Corentin Sautier, Patrick Pérez, Andrei Bursuc, Renaud Marlet
Pubblicato in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Editore: IEEE/CVPR
DOI: 10.48550/ARXIV.2310.17504

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

Autori: Antonín Vobecký, Oriane Siméoni, David Hurych, Spyros Gidaris, Andrei Bursuc, Patrick Perez, Josef Sivic
Pubblicato in: NeurIPS 2023, 2024
Editore: NeurIPS

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

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

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

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

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

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

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

Autori: Mohammad Mahdi Khosravi, Pinar Karagoz, and Ismail Hakki Toroslu
Pubblicato in: 2023 IEEE International Conference on Big Data, 2024
Editore: 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

Autori: Pavel Banas, Mlynsky Vojtech, David Ciz, Radek Furmanek, Nestor Pilat, Anna Spackova, Viktoria Pauw, Stephan Hachinger, Jiri Sponer, Jan Martinovic, Michal Otyepka
Pubblicato in: CECAM Workshop “RNA Modelling Across Scales” 2025, 2025
Editore: 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

Autori: Banáš, P., Mlýnský, V., Číž, D., Furmánek, R., Pilát, N., Špačková, A., Pauw, V., Hachinger, S., Šponer, J., Martinovič, J., Otyepka, M.
Pubblicato in: EuChemS CompChem 2025 “Shaping the Future of Chemistry”, 2025
Editore: 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

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

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

Autori: Michal Janeček, Petra Kührová, Vojtěch Mlýnský, Petr Stadlbauer, Michal Otyepka, Giovanni Bussi, Jiří Šponer, Pavel Banáš
Pubblicato in: Journal of Computational Chemistry, Numero 46, 2025, ISSN 0192-8651
Editore: Wiley
DOI: 10.1002/JCC.27535