Howard Yanxon
Southwest Research Institute(US)
Publications by Year
Research Areas
Machine Learning in Materials Science, X-ray Diffraction in Crystallography, Nuclear Physics and Applications, Quantum Dots Synthesis And Properties, Metal and Thin Film Mechanics
Most-Cited Works
- → Short-range order and its impacts on the BCC MoNbTaW multi-principal element alloy by the machine-learning potential(2023)43 cited
- → Size-Dependent Nucleation in Crystal Phase Transition from Machine Learning Metadynamics(2022)23 cited
- → Artifact identification in X-ray diffraction data using machine learning methods(2022)21 cited
- → Spectral neural network potentials for binary alloys(2020)10 cited
- → MLExchange: A web-based platform enabling exchangeable machine learning workflows for scientific studies(2022)8 cited
- → Effect of pressure on crystal structure and superconductivity of NbSexTe2−x (x = 2, 1.5)(2017)7 cited
- → Deploying machine learning based segmentation for scientific imaging analysis at synchrotron facilities(2023)5 cited
- → PyXtal_FF: a python library for automated force field generation(2020)2 cited
- → Neuromorphic RF Signal Characterization and Feature Extraction(2025)1 cited