Cover Image

Ontology-aligned structuring and reuse of multimodal materials data and workflows towards automatic reproduction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ravari, Sepideh Baghaee, Guzman, Abril Azocar, Menon, Sarath, Sandfeld, Stefan, Hickel, Tilmann, Stricker, Markus
Format:	Preprint
Published:	2026
Subjects:	Materials Science Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Ontology-based knowledge graph infrastructure for interoperable atomistic simulation data
by: Guzman, Abril Azocar, et al.
Published: (2026)

Towards knowledge-based workflows: a semantic approach to atomistic simulations for mechanical and thermodynamic properties
by: Guzman, Abril Azocar, et al.
Published: (2026)

A Python workflow definition for computational materials design
by: Janssen, Jan, et al.
Published: (2025)

DISO: A Domain Ontology for Modeling Dislocations in Crystalline Materials
by: Ihsan, Ahmad Zainul, et al.
Published: (2024)

Effects of mechanical stress, chemical potential, and coverage on hydrogen solubility during hydrogen-enhanced decohesion of ferritic steel grain boundaries: A first-principles study
by: Guzmán, Abril Azócar, et al.
Published: (2024)

Machine learning for structure-guided materials and process design
by: Morand, Lukas, et al.
Published: (2023)

Out-of-distribution generalization of deep-learning surrogates for 2D PDE-generated dynamics in the small-data regime
by: Nguyen, Binh Duong, et al.
Published: (2026)

A first-principles study of Zn induced liquid metal embrittlement at bcc and fcc grain boundaries
by: Saikia, Ujjal, et al.
Published: (2024)

Capturing thin-film microstructure contributions during ultrafast laser-metal interactions using atomistic simulations
by: Ganesan, Hariprasath, et al.
Published: (2024)

A Generative Model for Accelerated Inverse Modelling Using a Novel Embedding for Continuous Variables
by: Bompas, Sébastien, et al.
Published: (2023)

Delineating the interplay effects of microstructure topology and residual stresses in ultrafast laser irradiated thin films
by: Ganesan, Hariprasath, et al.
Published: (2026)

Computationally accelerated experimental materials characterization -- drawing inspiration from high-throughput simulation workflows
by: Stricker, Markus, et al.
Published: (2022)

Harvesting nucleating structures in nanoparticle crystallization: The example of gold, silver and iron
by: France-Lanord, Arthur, et al.
Published: (2024)

A$^3$L-FEC: Age-Aware Application Layer Forward Error Correction Flow Control
by: Baghaee, Sajjad, et al.
Published: (2024)

From electrons to phase diagrams with classical and machine learning potentials: automated workflows for materials science with pyiron
by: Menon, Sarath, et al.
Published: (2024)

LA BATALLA DE SANTIAGO. CRÓNICA DE UNA CUARENTENA EN LA CAPITAL DE CHILE
by: Pedro Azócar Guzmán
Published: (2020)

Self-Supervised Learning with Generative Adversarial Networks for Electron Microscopy
by: Kazimi, Bashir, et al.
Published: (2024)

Challenges related to face stability of EPB shield machines and the influence of the supporting medium on reuse of the excavation material
by: Christoph Budach, et al.
Published: (2025)

Optimal transport for automatic alignment of untargeted metabolomic data
by: Breeur, Marie, et al.
Published: (2023)

ECHOES Integration Strategy for datasets, tools and workflows with potential for reuse in ECHOES (D3.1)
by: Kotzinos, Dimitris, et al.
Published: (2025)

A multi-physics model for dislocation driven spontaneous grain nucleation and microstructure evolution in polycrystals
by: Tandogan, Izzet Tarik, et al.
Published: (2025)

A multi-physics model for the evolution of grain microstructure
by: Tandogan, Izzet Tarik, et al.
Published: (2024)

Nanotechnology in Gene Editing: Pioneering CRISPR‐Cas Delivery Systems to Tackle Antibiotic Resistance
by: Sahar Gholamian, et al.
Published: (2025)

Metáfora multimodal: representación mediática del despojo
by: Neyla Graciela Pardo Abril
Published: (2012)

CLEO: Continual Learning of Evolving Ontologies
by: Muralidhara, Shishir, et al.
Published: (2024)

Automated optimization of convergence parameters in plane wave density functional theory calculations via a tensor decomposition-based uncertainty quantification
by: Janssen, Jan, et al.
Published: (2021)

Hydrochemistry and phytoplankton abundance at time series station Helgoland Roads, North Sea, in 1997
by: Hickel, Wolfgang
Published: (2008)

Hydrochemistry and phytoplankton abundance at time series station Helgoland Roads, North Sea, in 1971
by: Hickel, Wolfgang
Published: (1999)

Hydrochemistry and phytoplankton abundance at time series station Helgoland Roads, North Sea, in 1977
by: Hickel, Wolfgang
Published: (1999)

Hydrochemistry and phytoplankton abundance at time series station Helgoland Roads, North Sea, in 1978
by: Hickel, Wolfgang
Published: (1999)

Hydrochemistry and phytoplankton abundance at time series station Helgoland Roads, North Sea, in 1974
by: Hickel, Wolfgang
Published: (1999)

Hydrochemistry and phytoplankton abundance at time series station Helgoland Roads, North Sea, in 1976
by: Hickel, Wolfgang
Published: (1999)

Hydrochemistry and phytoplankton abundance at time series station Helgoland Roads, North Sea, in 1979
by: Hickel, Wolfgang
Published: (1999)

Hydrochemistry and phytoplankton abundance at time series station Helgoland Roads, North Sea, in 1972
by: Hickel, Wolfgang
Published: (1999)

Hydrochemistry and phytoplankton abundance at time series station Helgoland Roads, North Sea, in 1973
by: Hickel, Wolfgang
Published: (1999)

A Formula for Achieving Collaboration
by: Hickel, Dorian
Published: (2006)

Hydrochemistry and phytoplankton abundance at time series station Helgoland Roads, North Sea, in 1975
by: Hickel, Wolfgang
Published: (1999)

Electrocatalyst discovery through text mining and multi-objective optimization
by: Zhang, Lei, et al.
Published: (2025)

MatNexus: A Comprehensive Text Mining and Analysis Suite for Materials Discover
by: Zhang, Lei, et al.
Published: (2023)

Iterative Corpus Refinement for Materials Property Prediction Based on Scientific Texts
by: Zhang, Lei, et al.
Published: (2025)