logo
Loading...
Efficient data-driven exploration of the stable material space

Chemistry

Efficient data-driven exploration of the stable material space

H. Wang, S. Botti, et al.

Discover a groundbreaking method developed by H.-C. Wang, S. Botti, and M.A.L. Marques for scanning the vast landscape of stable materials using data mining. This innovative approach integrates component prediction with chemical similarity to identify thousands of previously unknown stable compounds—transforming our understanding of material science.... show more
Abstract
Publisher
npj Computational Materials
Published On
Dec 31, 2021
Authors
H.-C. Wang, S. Botti, M.A.L. Marques
Tags
data mining
stable materials
chemical similarity
thermodynamic stability
band gaps
magnetic properties
mechanical properties

Related Publications

Explore these studies to deepen your understanding of the subject.

Predicting the synthesizability of crystalline inorganic materials from the data of known material compositions
Chemistry

Predicting the synthesizability of crystalline inorganic materials from the data of known material compositions

E. R. Antoniuk, G. Cheon, et al.

Does the growth of military hard power back up the growth of monetary soft power via data-driven probabilistic optimal relations?
Economics

Does the growth of military hard power back up the growth of monetary soft power via data-driven probabilistic optimal relations?

R. Chen

Emergence and evolution of social networks through exploration of the Adjacent Possible space
Social Work

Emergence and evolution of social networks through exploration of the Adjacent Possible space

E. Ubaldi, R. Burioni, et al.

Factors Affecting the Robustness of Data Inversion for Stable Isotope Measurement Using the Double Spike Method: Insights from Chromium Isotope Analysis
Earth Sciences

Factors Affecting the Robustness of Data Inversion for Stable Isotope Measurement Using the Double Spike Method: Insights from Chromium Isotope Analysis

X. Wang and T. M. Johnson

Listen, Learn & Level Up
Over 10,000 hours of research content in 25+ fields, available in 22+ languages.
No more digging through PDFs, just hit play and absorb the world's latest research in your language, on your time.
listen to research audio papers with researchbunny