2022 review of data-driven plasma science

R Anirudh, R Archibald, MS Asif… - … on Plasma Science, 2023 - ieeexplore.ieee.org
Data-driven science and technology offer transformative tools and methods to science. This
review article highlights the latest development and progress in the interdisciplinary field of …

[HTML][HTML] The 2024 release of the ExoMol database: molecular line lists for exoplanet and other hot atmospheres

J Tennyson, SN Yurchenko, J Zhang… - Journal of Quantitative …, 2024 - Elsevier
The ExoMol database (www. exomol. com) provides molecular data for spectroscopic
studies of hot atmospheres. These data are widely used to model atmospheres of …

Modeling of plasma processing reactors: review and perspective

S Rauf, K Bera, J Kenney… - Journal of Micro …, 2023 - spiedigitallibrary.org
Low temperature plasmas (LTPs) are widely used in the semiconductor industry to etch,
deposit, modify, and pattern thin films during the fabrication of integrated circuits. Modeling …

[HTML][HTML] NASA Polynomial representation of molecular specific heats

R Wang, U Balciunaite, J Chen, C Yuan… - Journal of Quantitative …, 2023 - Elsevier
So called NASA polynomials are widely used in plasma and combustion models to
represent the specific heat of molecules as a function of temperature. In this work, we …

LiDB: Database of molecular radiative lifetimes for plasma processes

A Owens, T He, M Hanicinec, C Hill… - Plasma Sources …, 2023 - iopscience.iop.org
LiDB is a newly developed database of molecular vibrational and vibronic state radiative
lifetimes. It has been created with the aim of enabling radiative effects to be properly …

[HTML][HTML] Predicting the rotational dependence of line broadening using machine learning

ER Guest, J Tennyson, SN Yurchenko - Journal of Molecular Spectroscopy, 2024 - Elsevier
Correct pressure broadening is essential for modelling radiative transfer in atmospheres,
however data are lacking for the many exotic molecules expected in exoplanetary …

A regression model for plasma reaction kinetics

M Hanicinec, S Mohr, J Tennyson - Journal of Physics D: Applied …, 2023 - iopscience.iop.org
Abstract Machine learning (ML) is used to provide reactions rates appropriate for models of
low temperature plasmas with a focus on A+ B $\rightarrow $ C+ D binary chemical …

Electron-impact partial ionisation cross-sections of ethanol

M Luthra, A Prashant, K Goswami, A Bharadvaja… - Pramana, 2023 - Springer
The partial ionisation cross-sections are reported for cations formed due to electron-impact
dissociative ionisation of ethanol by invoking a variant of binary-encounter-Bethe (BEB) …

[HTML][HTML] LiDB: Database of atomic radiative lifetimes for plasma processes

A Owens, T Chen, C Hill, S Mohr, J Tennyson - Journal of Quantitative …, 2025 - Elsevier
LiDB is a database of molecular radiative lifetimes (Owens et al., 2023), created to aid in the
modelling of radiative effects in low-temperature plasmas. Here, we report the addition of …

Thermodynamic properties calculations of Cu‐based species

M Yousuf, MF Arshad, ZY Tian - International Journal of …, 2024 - Wiley Online Library
This work focuses on the thermodynamic property calculations of seven copper‐based
species, namely copper, copper oxide, copper hydroxide, copper nitrate, and copper …