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aronwalsh committed Mar 30, 2024
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Expand Up @@ -15,7 +15,7 @@ We are an academic group at [Imperial College London](http://www.imperial.ac.uk)

# Open Positions

* We will have a postdoctoral position opening in September 2024 in the area of materials informatics for renewable energy applications, involving aspects of computational chemistry, physics and machine learning. The advertisement will open soon. Please [e-mail](mailto:a.walsh[at]imperial.ac.uk) for further details.
* We have a new postdoctoral opening from October 2024 in the area of materials informatics for renewable energy applications, involving aspects of computational chemistry, physics and machine learning. For more information and application details see [here](https://www.imperial.ac.uk/jobs/search-jobs/description/index.php?jobId=18412&jobTitle=Research+Associate+in+Materials+Informatics++).

# Research Themes

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* "What information is necessary and sufficient to predict materials properties using machine learning?" [arXiv (2022)](https://arxiv.org/abs/2206.04968)

# 2024
0. "Multi-objective quality-diversity for crystal structure prediction" [Genetic and Evolutionary Computation Conference (2024)](https://arxiv.org/abs/2403.17164)
0. "Band gap narrowing by suppressed lone-pair activity of Bi<sup>3+</sup>" [Journal of the American Chemical Society (2024)](https://pubs.acs.org/doi/10.1021/jacs.4c00150)
0. "A hole-selective self-assembled monolayer for both efficient perovskite and organic solar cells" [Langmuir (2024)](https://doi.org/10.1021/acs.langmuir.3c03610)
0. "PyTASER: Simulating transient absorption spectroscopy (TAS) for crystals from first principles" [Journal of Open Source Software (2024)](https://joss.theoj.org/papers/10.21105/joss.05999)
0. "Open computational materials science" [Nature Materials (2024)](https://www.nature.com/articles/s41563-023-01699-7)
0. "Molecularly engineered self-assembled monolayers as effective hole-selective layers for organic solar cells" [ACS Applied Energy Materials (2024)](https://pubs.acs.org/doi/10.1021/acsaem.3c02946)
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