KoenigChemistry

@chemistrykoenig.bsky.social

Scientist

Improving transparency and user trust in machine-learning-guided reactions we combined Bayesian optimization (BO) with the CIME4R data visualization tool for the rapid identification of high-yielding conditions - only 0.5% of the full parameter space! Great collaboration! doi.org/10.1021/acs....

Data Science-Assisted Workflow for Reaction Optimization in Process Chemistry

We present a newly developed, data-assisted workflow at Bayer that integrates Bayesian optimization (BO) with CIME4R, an open-source data visualization tool with explainable AI features, to facilitate...

doi.org

News from Manganese! Congratulations to Rohan who published with his former group @pubs.acs.org Photoexcited Manganese Complex of Abnormal N-Heterocyclic Carbene in Molecular Hydrogen Activation via Hydrogen Atom Transfer Pathway #ChemSky pubs.acs.org/doi/10.1021/...

Photoexcited Manganese Complex of Abnormal N-Heterocyclic Carbene in Molecular Hydrogen Activation via Hydrogen Atom Transfer Pathway

In this work, we show that the innate reactivity of the photoexcited state of a Mn-hydride complex can be harnessed to design the activation of the H2 molecule for catalytic applications. Such activation of molecular hydrogen by a photoexcited heavier 5d metal (Ir) complex has recently been achieved; however, it has been realized with an earth-abundant and lighter 3d metal complex. Here, we demonstrate that an in situ-generated Mn–H complex of an abnormal N-heterocyclic carbene can activate molecular hydrogen upon photoexcitation. The key to this approach lies in the fact that ground-state manganese hydride absorbs light to undergo homolytic cleavage, generating a metalloradical (Mn·) and a hydrogen atom. This, in turn, enables the formation of an O–H bond upon reaction with an aldehyde. Simultaneously, the generated Mn· can activate the H2 molecule, reproducing the Mn–H species in its ground state along with a hydrogen atom. The trapping of important intermediates, such as Mn· species and associated radical intermediates, using spectroscopic techniques confirms the mechanistic proposal involving the excited state of the Mn complex.

pubs.acs.org

Mechanistic Study of the Light-Initiated Generation of Free Diazoalkanes: Towards Photo-Orthogonal Synthesis Please see the prospects for photo-orthogonal synthesis by increasing the conc. in the photostationary state and the lifetime of nonstabilized diazo compounds for stepwise reactions #ChemSky

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