most citedAI-driven materials design: a mini-review

8 citations · 8 across the 5 of their papers we have counts for

collaborators

6 papers

cond-mat.mtrl-sci2025

Tuning chiral anomaly signature in a Dirac semimetal via fast-ion implantation

Manasi Mandal, Eunbi Rha, Abhijatmedhi Chotrattanapituk +13

CdAs is a prototypical Dirac semimetal that hosts a chiral anomaly and thereby functions as a platform to test high-energy physics hypotheses and to realize energy efficien…

cond-mat.mtrl-sci2025

A Foundation Model for Non-Destructive Defect Identification from Vibrational Spectra

Mouyang Cheng, Chu-Liang Fu, Bowen Yu +5

Defects are ubiquitous in solids and strongly influence materials' mechanical and functional properties. However, non-destructive characterization and quantification of defects, es…

cond-mat.mtrl-sci2025

Raman Fingerprints of Phase Transitions and Ferroic Couplings in Van der Waals Material CuCrPS

Jing Tang, Benjamin J Lawrie, Mouyang Cheng +9

CuCrPS (CCPS), a type-II multiferroic material, exhibits unique phase transitions involving ferroelectric, antiferroelectric, and antiferromagnetic ordering. In this study,…

cond-mat.mtrl-sci2025

Strain effect on optical properties and quantum weight of monolayer MnBiX (X = Te, Se, S)

Nguyen Tuan Hung, Vuong Van Thanh, Mingda Li +1

Manipulating the optical and quantum properties of two-dimensional (2D) materials through strain engineering is not only fundamentally interesting but also provides significant ben…

cond-mat.mtrl-sci2025

AI-Driven Defect Engineering for Advanced Thermoelectric Materials

Chu-Liang Fu, Mouyang Cheng, Nguyen Tuan Hung +7

Thermoelectric materials offer a promising pathway to directly convert waste heat to electricity. However, achieving high performance remains challenging due to intrinsic trade-off…

cond-mat.mtrl-sci20258 cited

AI-driven materials design: a mini-review

Mouyang Cheng, Chu-Liang Fu, Ryotaro Okabe +4

Materials design is an important component of modern science and technology, yet traditional approaches rely heavily on trial-and-error and can be inefficient. Computational techni…