Search For
72 result(s)
Machine learning assisted crystal structure prediction made simple
Open Access Review 29 Sep 2024
DOI: 10.20517/jmi.2024.18
Views: Downloads:
Applications of machine learning method in high-performance materials design: a review
Open Access Review 26 Sep 2024
DOI: 10.20517/jmi.2024.15
Views: Downloads:
Data-driven exploration and first-principles analysis of perovskite material
Open Access Research Article 25 Sep 2024
DOI: 10.20517/jmi.2024.20
Views: Downloads:
Borides as promising M2AX phase materials with high elastic modulus using machine learning and optimization
Open Access Research Article 26 Aug 2024
DOI: 10.20517/jmi.2024.17
Views: Downloads:
A new framework for predicting tensile stress of natural rubber based on data augmentation and molecular dynamics simulation data
Open Access Research Article 18 Aug 2024
DOI: 10.20517/jmi.2024.11
Views: Downloads:
A deep neural network potential model for transition metal diborides
Open Access Research Article 11 Aug 2024
DOI: 10.20517/jmi.2024.14
Views: Downloads:
Lithium-ion battery health prognosis via electrochemical impedance spectroscopy using CNN-BiLSTM model
Open Access Research Article 26 Jun 2024
DOI: 10.20517/jmi.2024.09
Views: Downloads:
Thermal stability prediction of copolymerized polyimides via an interpretable transfer learning model
Open Access Research Article 16 Jun 2024
DOI: 10.20517/jmi.2024.13
Views: Downloads:
Data-driven strategy for bandgap database construction of perovskites and the potential segregation study
Open Access Research Article 27 May 2024
DOI: 10.20517/jmi.2024.10
Views: Downloads:
Theoretical design of dendrite-free zinc anode through intrinsic descriptors from symbolic regression
Open Access Research Article 26 May 2024
DOI: 10.20517/jmi.2023.42
Views: Downloads:
Searching new cocrystal structures of CL-20 and HMX via evolutionary algorithm and machine learning potential
Open Access Research Article 21 May 2024
DOI: 10.20517/jmi.2023.37
Views: Downloads:
Local environment interaction-based machine learning framework for predicting molecular adsorption energy
Open Access Research Article 29 Mar 2024
DOI: 10.20517/jmi.2023.41
Views: Downloads:
- 1
- 2
- 3
- 4
- 5
- 6