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We model actinide and transactinide chemistry, with the aim of understanding the electronic structure and chemical bonding of molecular species both in their ground and excited states, as well as the processes that govern the formation of actinide-based materials relevant to the spent nuclear fuel reprocessing and to nuclear security.  In our technique, we utilize electronic structure methods, classical simulation techniques and data science.