Articles with Video Abstracts
Articles with Video Abstracts Showing 5 results
Advances in graph neural networks for alloy design and properties predictions: a review
Open Access Review 13 Jan 2026
DOI:
10.20517/jmi.2025.42
Zhede Zhao
, ...Zhongming Ren
, ...Zhongming Ren
Views:
Downloads:
FIND: a forward–inverse navigation and discovery platform for hydrogen storage alloys powered by data-driven machine learning
Open Access Research Article 4 Sep 2025
DOI:
10.20517/jmi.2025.56
Views:
Downloads:
Machine learning accelerated discovery of high transmittance in (K0.5Na0.5)NbO3-based ceramics
Open Access Research Article 12 Jun 2023
DOI:
10.20517/jmi.2023.09
Bowen Ma, ... Baisheng Sa
Views:
Downloads:
High-cycle fatigue S-N curve prediction of steels based on a transfer learning-guided convolutional neural network
Open Access Research Article 10 Jul 2022
DOI:
10.20517/jmi.2022.12
Views:
Downloads:
Integrating computational materials science and materials informatics for the modeling of phase stability
Open Access Review 29 Sep 2021
DOI:
10.20517/jmi.2021.06
Views:
Downloads:
- 1
Advances in graph neural networks for alloy design and properties predictions: a review
Open Access Review 13 Jan 2026
DOI:
10.20517/jmi.2025.42
Zhede Zhao, ...Zhongming Ren
, ...Zhongming Ren
Views:
Downloads:
FIND: a forward–inverse navigation and discovery platform for hydrogen storage alloys powered by data-driven machine learning
Open Access Research Article 4 Sep 2025
DOI:
10.20517/jmi.2025.56
Views:
Downloads:
Machine learning accelerated discovery of high transmittance in (K0.5Na0.5)NbO3-based ceramics
Open Access Research Article 12 Jun 2023
DOI:
10.20517/jmi.2023.09
Bowen Ma, ... Baisheng Sa
Views:
Downloads:
High-cycle fatigue S-N curve prediction of steels based on a transfer learning-guided convolutional neural network
Open Access Research Article 10 Jul 2022
DOI:
10.20517/jmi.2022.12
Views:
Downloads:
Integrating computational materials science and materials informatics for the modeling of phase stability
Open Access Review 29 Sep 2021
DOI:
10.20517/jmi.2021.06
Views:
Downloads:
- 1
