Work

Beyond nitrogen: an oxygen-chemical-potential framework for defect-engineered TiO 2 nanotube architectures in energy conversion and environmental catalysis

Year: 2026

Type: review

Abstract: defect metrology and closed-loop, machine-learning-guided synthesis can convert empirical doping into predictive defect-equilibrium engineering. This reframing offers a unifying and testable basis for designing N-TNT architectures-and, more broadly, defective oxide nanomaterials-for robust, scalable energy and environmental devices.

Source: Nanoscale Advances

DOI: 10.1039/d6na00756b

Authors: Hakimeh Ghazaie, Shahab Khameneh Asl, Shahin Khameneh Asl, Nurbek Rakhimov, Shohruh Sayfulloev, Sardorbek Saydaliev, Alisher Kahramonov, Utkirjon Sharopov

Institutions: University of Tabriz, Karshi State Technical University, National University of Uzbekistan, Academy of Sciences Republic of Uzbekistan

Language: English

Topic: TiO2 Photocatalysis and Solar Cells

Subfield: Renewable Energy, Sustainability and the Environment

Field: Energy

Domain: Physical Sciences

Open Access status: gold

Estimated APC paid: $1,962

Funder: Ministry of Higher Education, Science and Innovations of the Republic of Uzbekistan

OpenAlex ID: W7223310691

FWCI:

Cites: 130

Cited by:

Related to: 10