Author

T. Bovornratanaraks

2 papers indexed here

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Sep 2026

Boosting Reversibility and Capacity in Aqueous Zinc-Ion Batteries via Lanthanum-Doped MnO2 Cathodes.

Manganese-based aqueous zinc-ion batteries (AZIBs) are regarded as promising candidates for large-scale energy storage owing to their safety, low cost, and environmental sustainability. Nevertheless, their practical deployment is limited by the poor electrical conductivity and structural instability of manganese-based...

Chanin Tangpongkitjaroen, N. Kiatwisarnkij, N. Jampaiboon et al. · ACS Applied Materials and In... · 0 citations

#graph neural networks Open access Aug 2026

CrystalGRW: generative modeling of crystal structures with targeted crystallographic properties via geodesic random walks

CrystalGRW is introduced, a diffusion-based generative model on Riemannian manifolds that proposes candidate crystal configurations in stable phases, validated through density functional theory calculations, thereby accelerating materials discovery and inverse design.

Krit Tangsongcharoen, T. Pakornchote, C. Atthapak et al. · Scientific Reports · 0 citations