Machine learning prediction of materials properties from chemical composition: Status and prospects

M Alghadeer, ND Aisyah, M Hezam… - Chemical Physics …, 2024 - pubs.aip.org
In materials science, machine learning (ML) has become an essential and indispensable
tool. ML has emerged as a powerful tool in materials science, particularly for predicting …

Emerging microelectronic materials by design: Navigating combinatorial design space with scarce and dispersed data

H Zhang, AB Georgescu, S Yerramilli… - arxiv preprint arxiv …, 2024 - arxiv.org
The increasing demands of sustainable energy, electronics, and biomedical applications
call for next-generation functional materials with unprecedented properties. Of particular …