Modular Ontology-Driven Data Capturing for Machine Learning-Assisted Supported Catalytically Active Metal Solutions Design

Employing the modular ontology modelling approach to capture experimental data from various researchers. The data is used for machine learning training for SCLAMS catalyst discovery.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-03-14
DOI
https://doi.org/10.5281/zenodo.17409409
Primary Topic
Machine Learning in Materials Science
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Modular Ontology-Driven Data Capturing for Machine Learning-Assisted Supported Catalytically Active Metal Solutions Design

Zenodo (CERN European Organization for Nuclear Research)
Machine Learning in Materials Science
article

Modular Ontology-Driven Data Capturing for Machine Learning-Assisted Supported Catalytically Active Metal Solutions Design

article en

Abstract

Employing the modular ontology modelling approach to capture experimental data from various researchers. The data is used for machine learning training for SCLAMS catalyst discovery.

Zenodo (CERN European Organization for Nuclear Research)
Friedrich-Alexander-Universität Erlangen-Nürnberg (DE)
Industry, innovation and infrastructure
Openalex Percentile: Top 57%
Machine Learning in Materials Science
DOIOpen Access PDFOpenAlex
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Modular Ontology-Driven Data Capturing for Machine Learning-Assisted Supported Catalytically Active Metal Solutions Design · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS