Recent developments in the use of machine learning in catalysis: A broad perspective with applications in kinetics

LG de Araujo, L Vilcocq, P Fongarland… - Chemical Engineering …, 2025 - Elsevier
A thorough grasp of the underlying mechanisms of catalytic reactions is indispensable for
furthering our understanding of chemical kinetics. However, traditional phenomenological …

Exploring annealing-triggered phase transformation, photoluminescence quenching, and synergistic effects of Co-doped TiO2 nanoparticles

A Kumari, WW Tjiu, J Roy, VK Verma, A Rahaman… - Surfaces and …, 2024 - Elsevier
This study investigates the influence of defects on the electronic, optical, and magnetic
properties of tetragonal titanium dioxide (TiO 2) and its cobalt-doped variant, Ti 0.95 Co 0.05 …

Highly Efficient Visible-Light-Driven Photocatalysis of Rose Bengal Dye and Hydrogen Production Using Ag@Cu/TiO2 Ternary Nanocomposites

S Yadav, A Jilani, S Sachan, P Kumar, SA Ansari… - Chemistry, 2024 - mdpi.com
In this work, an Ag@ Cu/TiO2 ternary nanocomposite was synthesized by a simple chemical
methodology and subsequently studied for the photocatalytic degradation of rose bengal …

Valence band spectroscopic study of Co-doped TiO2 nanoparticles using synchrotron based advanced spectroscopic techniques

A Kumari, WW Tjiu, Z Aabdin, J Roy, VK Verma… - Applied Surface …, 2023 - Elsevier
In this work, we investigate the effects of Co-do** and high-temperature annealing from
400° C to 800° C on the structural, optical, and electronic characteristics of titanium dioxide …

Local electronic structures of annealing induced phases in cobalt doped TiO2 nanoparticles: a combined study of transmission electron microscopy and x-ray …

R Dawn, R Urkude, S Tripathi, S Bhunia, WW Tjiu… - Physica …, 2024 - iopscience.iop.org
The evolution of the nanostructures and electronic properties of 5% cobalt-doped TiO 2
nanoparticles (NPs) annealed at 400 C, 600 C, and 800 C have been investigated to …

[HTML][HTML] Solid-state microwave assisted batch and flow synthesis, and life cycle assessment, of titanium containing UVM-7 mesoporous silica

C Rodríguez-Carrillo, M Benítez… - Microporous and …, 2024 - Elsevier
UVM-7 is a bimodal mesoporous silica material that can be prepared in a short time with
microwave assisted synthesis (MAS). It is prepared following the atrane route, that allows the …

Strong signature of uncompensated magnetization in frustrated cobalt manganites using x-ray magnetic circular dichroism study

A Kumari, F Zainab, A Mishra, WW Tjiu… - Journal of Vacuum …, 2024 - pubs.aip.org
The present study is focused on the investigation of the distorted tetragonal phase of mixed
spinel oxides, due to their technological relevance in the field of electronics, spintronics …

Recent Developments in the Use of Machine Learning in Catalysis Kinetics

Y Schuurman, L Goulart de Araujo, L Vilcocq… - … Developments in the … - papers.ssrn.com
A thorough grasp of the underlying mechanisms of catalytic reactions is indispensable for
furthering our understanding of chemical kinetics. However, traditional phenomenological …