Data-driven exploration of layered double hydroxide crystals exhibiting high fluoride ion adsorption properties and chemical stability
We constructed machine learning models and found new Ni–Al–Ga, Ni–Fe–Y, and Ni–Cr–Y LDHs with high F − adsorption capacities (15–17 mg g −1 at 1 mM F − , K d > 4600–8300 mL g −1 ) and chemical stability.
Authors
- Mongkol Tipplook (ORCID: https://orcid.org/0000-0002-1792-7908)
- Katsuya Teshima (ORCID: https://orcid.org/0000-0002-5784-5157)
- Tien Quang Nguyen (ORCID: https://orcid.org/0000-0003-1148-2271)
- Ryuki Harada
- Fumitaka Hayashi (ORCID: https://orcid.org/0000-0002-4494-739X)
- H. SUGITANI
- Michihisa Koyama (ORCID: https://orcid.org/0000-0003-4347-9923)
- Tetsuya Yamada (ORCID: https://orcid.org/0000-0001-5527-0508)
- Hiromasa Kaneko (ORCID: https://orcid.org/0000-0001-8367-6476)
Institutions
- Shinshu University (JP)
- Meiji University (JP)
Publication Details
- Journal
- CrystEngComm
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1039/d5ce00313j
- Primary Topic
- Fluoride Effects and Removal
- Type
- article
- Field-Weighted Citation Impact
- 0.00