Quantum Chemistry
The group's work on population balance modelling has allowed particle interactions to be coupled with detailed gas-phase and surface chemistry mechanisms enabling very detailed modelling of nanoparticle synthesis processes. For many systems however, the detailed chemistry mechanisms required for this modelling are currently unknown. Recent advances in computational chemistry and computer power allow the necessary thermochemical information and activation energies to be calculated ab initio.
The gas phase oxidation of TiCl4 to form titanium dioxide (TiO2) nanoparticles has been performed in industry for over 50 years, and is the main production method for millions of tonnes of titania pigment each year. Despite the importance of this process, the detailed chemistry remains unknown.
To make progress with this project, we are using Density Functional Theory (DFT) to determine the thermochemistry of intermediate species and transition states for the chemical mechanism. We are also using Plane-Wave DFT to investigate adsorption, diffusion, and reaction of species on the surface of a TiO2 crystal, essential for detailed understanding of the surface-growth mechanisms of these nanoparticles.
The picture shows the highest occupied molecular orbital of the species Ti2O2Cl4, an intermediate in the oxidation of TiCl4.
Recent Associated Preprints
347: Prediction and synthesis of novel metal-organic polyhedra in The World Avatar
Simon D. Rihm, Patrick Butler, Kumaran Elumalai, Ari F. Fischer, Pei Chong Lim, Rong Xu, Tej S. Choksi, Aleksandar Kondinski, and Markus Kraft, Technical Report 347, c4e-Preprint Series, Cambridge, 2026.
341: Computational Modelling Workflows for Metal-Organic Polyhedra in The World Avatar
Patrick Butler, Arravind Subramanian, Simon D. Rihm, Ari F. Fischer, Tej S. Choksi, Aleksandar Kondinski, Sebastian Mosbach, Jethro Akroyd, and Markus Kraft, Technical Report 341, c4e-Preprint Series, Cambridge, 2025.
315: Question-answering system for combustion kinetics
Laura Pascazio, Dan N. Tran, Simon D. Rihm, Jiaru Bai, Jethro Akroyd, Sebastian Mosbach, and Markus Kraft, Technical Report 315, c4e-Preprint Series, Cambridge, 2023.
294: OntoPESScan: An Ontology for the Exploration of Potential Energy Surfaces
Angiras Menon, Laura Pascazio, Daniel Nurkowski, Feroz Farazi, Sebastian Mosbach, Jethro Akroyd, and Markus Kraft, Technical Report 294, c4e-Preprint Series, Cambridge, 2022.
Recent Associated Publications
Computational Modelling Workflows for Metal-Organic Polyhedra in The World Avatar
Patrick Butler, Simon D. Rihm, Sebastian Mosbach, Jethro Akroyd, and Markus Kraft, Physical Chemistry Chemical Physics 28, 14828-14838, (2026).
Question-answering system for combustion kinetics
Laura Pascazio, Dan N. Tran, Simon D. Rihm, Jiaru Bai, Sebastian Mosbach, Jethro Akroyd, and Markus Kraft, Proceedings of the Combustion Institute 40, 105428, (2024).
OntoPESScan: An Ontology for Potential Energy Surface Scans
Angiras Menon, Laura Pascazio, Daniel Nurkowski, Feroz Farazi, Sebastian Mosbach, Jethro Akroyd, and Markus Kraft, ACS Omega 8(2), 2462-2475, (2023).
On the reactive coagulation of incipient soot nanoparticles
Dingyu Hou, Laura Pascazio, Jacob W. Martin, Yuxin Zhou, Markus Kraft, and Xiaoqing You, Journal of Aerosol Science 159, 205866, (2022).
Funding
Funding has generously been provided by Huntsman.


