Yanming Ma

Jilin University — China

Materials Science · Physical Sciences

2h-index38citations10works0.22yr avg
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Research Topics

Machine Learning in Materials Science(3), Hydrogen Storage and Materials(2), Spectroscopy and Laser Applications(2), Inorganic Chemistry and Materials(2), X-ray Diffraction in Crystallography(2)

Publications10 total

Self-optimizing machine learning potential assisted automated workflow for highly efficient complex systems material design
npj Computational Materials·2026Open Access
Computational discovery of High-Temperature Superconducting Ternary Hydrides via Deep Learning
National Science Review·2026Open Access
Bridging theory and experiment in materials discovery: Machine-learning-assisted prediction of synthesizable structures
Physical review. B./Physical review. B·2026· 1 cited
Ambient Stabilization of Metastable Face-Centered Cubic Lanthanide Trihydrides
Journal of the American Chemical Society·2026
Spin Orientation Driven Polarization in Collinear Magnets
arXiv (Cornell University)·2025Open Access
Optical-domain modulation cancellation method for background-suppression and dual-gas detection in light-induced thermo-elastic spectroscopy
Sensors and Actuators B Chemical·2023· 20 citedOpen Access
Near-infrared wide-range dual-gas sensor system for simultaneous detection of methane and carbon monoxide in coal mine environment
Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy·2023· 17 cited
Predicted novel helium compounds under high pressure via CALYPSO
APS·2019
Pressure-Stabilized Semiconducting Electrides in Alkaline-Earth-Metal Subnitrides
Bulletin of the American Physical Society·2018
Stable Xenon Nitride at High Pressures
Bulletin of the American Physical Society·2015

Frequent Co-authors

Chuantao Zheng(2), Yiding Wang(2), Frank K. Tittel(2), Hanyu Liu(2), Xin Sui(1), Fang Song(1), Zhiyong Chang(1), Yu Zhang(1), Yafei Li(1), Di Yu(1), Lien Hu(1), Shuo Yang(1), Fang Song(1), Yadan Li(1), Shuanghai Liu(1), Zhanrui Zhang(1), Yù Zhang(1), Anonymous(1), P. Liu(1), Zhuohang Xie(1)