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个人简介

Professor Michelle Coote is a Georgina Sweet ARC Laureate Fellow, and is also an Executive Editor of the Journal of the American Chemical Society. She is a graduate of the University of New South Wales, where she completed a B.Sc. (Hons) in industrial chemistry (1995), followed by a Ph.D. in polymer chemistry with Professor Tom Davis (2000). Following postdoctoral work in polymer physics with Professor Randal Richards at the University of Durham, UK, she joined the Research School of Chemistry, Australian National University (ANU) in 2001, initially as a postdoctoral fellow in computational chemistry with Professor Leo Radom. She established her own research group at the ANU in 2004, where she was promoted to Professor in 2011. She moved to Flinders University as a Matthew Flinders Professor in Chemistry in 2022. She is a member of the new ARC Centre of Excellence for Quantum Biotechnology. Professor Coote is an elected fellow of the Australian Academy of Science (FAA), the Royal Australian Chemical Institute (FRACI) and the Royal Society of Chemistry (FRSC). She has received many awards including all four major RACI National awards – the Cornforth Medal (2000), Rennie Medal (2006), HG Smith Medal (2016) and Leighton Medal (2021) – as well as major research awards from both its polymer and its physical divisions. She has also received the IUPAC prize for young scientists (2001), the Le Fevre Memorial Prize of the Australian Academy of Science (2010), the Pople Medal of the Asia-Pacific Association for Theoretical and Computational Chemistry (2015), and the RSC Australasian Lectureship (2020). She has been a recipient of all three career stage Australian Research Council (ARC) fellowships: an ARC Postdoctoral Fellowship (2002-4), an ARC Future Fellowship (2010-14), and a Georgina Sweet ARC Laureate Fellowship (2017-22).

研究领域

Her current research spans theoretical and experimental chemistry, in areas as diverse as polymer chemistry, organic synthesis, physical chemistry and organometallic catalysis, with a particular focus on using non-traditional methods of bond activation to promote and control chemical reactions. She is regarded internationally as an expert in computational chemistry, and its use in mechanism discovery and catalyst / reagent design in chemical and polymer synthesis. Using theory-guided experiment she has designed improved control agents and catalysts for polymer synthesis, safe electrochemical methods for generating and deploying carbocations in situ, greener catalysts for cross-coupling and chiral auxiliaries for the resolution of amino acids, among others. She was also responsible for highlighting and correcting problems with the 60-year-old textbook model for polymer autoxidation and using these insights to design methods for making polymers more inherently stable. However, her most significant work to date has been her use of electric fields to catalyse chemical reactions. This is a type of catalysis that is harnessed by nature (in enzymes) but is yet to realise its full potential in chemical synthesis. She has been at the forefront of this newly emerging field, publishing several high impact papers that demonstrate the power of electric fields to alter chemical reactions, and their ability to be harnessed in practical chemical systems.

近期论文

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Pople, J.M.M.; Nicholls, T.P.; Pham, L.N.; Bloch, W.M.; Lisboa, L.S.; Perkins, M.V.; Gibson, C.T.; Coote, M.L.; Jia, Z.; Chalker, J.M., Electrochemical synthesis of poly(trisulfides), J. Am. Chem. Soc. (2023) accepted. https://doi.org/10.1021/jacs.3c03239 Tonkin, S.J; Pham, L.N.; Gascooke, J.R.; Johnston, M.R.; Coote, M.L.; Gibson, C.T.; Chalker, J.M., Thermal imaging and clandestine surveillance using low-cost polymers with long-wave infrared transparency, Adv. Optical Mater. (2023) 2300058. https://doi.org/10.1002/adom.202300058 Low, K.; Coote, M.L.; Izgorodina, E.I., Accurate Prediction of Three-Body Intermolecular Interactions via Electron Deformation Density-Based Machine Learning, J. Chem. Theory Comput. (2023) 19, 1466–1475. https://doi.org/10.1021/acs.jctc.2c00984 Zhao, Y.; Merrett, J.T.; Jin, J.; Yu, L.; Coote, M.L.; Chan, P.W.H., Gold catalysed site-selective cross-coupling of tertiary α-silylamines with 1-iodoalkynes under UVA LED light, Org. Chem. Front. (2023) 10, 759-766. https://doi.org/10.1039/d2qo01581a Delaney, A.R.; Yu, L., Doan, V.; Coote, M.L.; Colebatch, A.L., Bimetallic Nickel Complexes Supported by a Planar Macrocyclic Diphosphoranide Ligand, Chem. Eur. J. (2023) 29, e202203940. https://doi.org/10.1002/chem.202203940 Blyth, M.T.; Coote, M.L., Manipulation of N-Heterocyclic Carbene Reactivity with Practical Oriented Electric Fields Phys. Chem. Chem. Phys. (2023) 25, 375-383. https://doi.org/10.1039/d2cp04507a Hall, P.D.; Stevens, M.A.; Wang, J.Y.J.; Pham, L.N.; Coote, M.L.; Colebatch, A.L., Copper and zinc complexes of 2,7-bis(6-methyl-2- pyridyl)-1,8-naphthyridine – a redox-active, dinucleating bis(bipyridine) ligand Inorg. Chem. (2022) 61, 19333–19343. https://doi.org/10.1021/acs.inorgchem.2c03126 Low, K.; Coote, M.L.; Izgorodina, E.I., Explainable solvation free energy prediction combining graph neural networks with chemical intuition J. Chem. Inf. Model. (2022) 62, 5457–5470. https://doi.org/10.1021/acs.jcim.2c01013 Belotti, M.; El-Tahawy, M.M.T.; Yu, L.; Russell, I.C.; Darwish, N.;Coote, M.L.; Garavelli, M.; Ciampi, S., Luciferase-free Luciferin Electrochemiluminescence Angew. Chem. (2022) 61, e202209670. https://doi.org/10.1002/anie.202209670 Xu, L.; Coote, M. L, Recent Advances in Solvation Modelling Applications: Chemical Properties, Reaction Mechanisms and Catalysis Annual Reports in Computational Chemistry (2022) https://www.elsevier.com/books/annual-reports-on-computational-chemistry/dixon/978-0-323-99092-9 Yi, L.; He, Y.; Tan, S.; White, L. V; Lan, P.; Gardiner, M. G.; Pei, Z.; Coote, M. L; Banwell, M. G., Total Syntheses of the Structures Assigned to the Marine Natural Products Orthoscuticellines A-E J. Org. Chem. (2022) 87, 12287-12296 https://doi.org/10.1021/acs.joc.2c01477 Fan, Y.; Yu, L.; Gardiner, M.G.; Coote, M.L.; Sherburn, M.S., Enantioselective oxa-Diels-Alder Sequences of Dendralenes Angew. Chem. (2022) 61, e202204872 https://doi.org/10.1002/anie.202204872 Liu, X.; Pollard, B.; Banwell, M.G.; Yu, L.; Coote, M.L.; Gardiner, M.G.; van Vugt-Lussenburg, B.M.A.; van der Burg, B.; Grasset, F.L.; Campillo, E.; Sherwood, J.; Byrne, F.; Farmer, T.J., Simple and Modestly Scalable Synthesis of iso-Cyrene from Levoglucosenone and Its Comparison to the Bio-Based and Polar Aprotic Solvent Cyrene® Aust J. Chem. (2022) 75, 331-344. https://doi.org/10.1071/CH22046 De Keer, L.; Van Steenberge, P.; Reyniers, M.-F.; Gryn’ova, G.; Aitken, H.A.; Coote, M.L., New Mechanism for Autoxidation of polyolefins: kinetic Monte Carlo Modelling of the Role of Short-chain Branches, Molecular Oxygen and Unsaturated Moieties Polym. Chem. (2022) 13, 3304-3314. https://doi.org/10.1039/D1PY01659H. Wang, H.S.; Truong, N.P.; Pei, Z.; Coote, M.L.; Anastasaki, A., Reversing RAFT Polymerization: Near-Quantitative Monomer Generation via a Catalyst-Free Depolymerization Approach J. Am. Chem. Soc. (2022) 144, 4678–4684. https://doi.org/10.1021/jacs.2c00963 Low, K.; Coote, M.L.; Izgorodina, E.I., Inclusion of More Physics Leads to Less Data: Learning the Interaction Energy as a Function of Electron Deformation Density with Limited Training Data J. Chem. Theory Comput. (2022) 18, 1607−1618. https://doi.org/10.1021/acs.jctc.1c01264 Shi , Q.; Pei, Z.; Song, J.; Li, S.-J.; Wei, D.; Coote, M.L.; Lan, Y., Diradical Generation via Relayed Proton-Coupled Electron Transfer J. Am. Chem. Soc. (2022) 144, 3137-3145. https://doi.org/10.1021/jacs.1c12360 Stewart, M.; Yu, L.; Sherburn, M.S.; Coote, M.L., Computational Design of Next Generation Atom Transfer Radical Polymerization Ligands Polym. Chem. (2022) 13, 1067 – 1074. https://doi.org/10.1039/D1PY01716K Wang, J.Y.J.; Blyth, M.T.; Sherburn, M.S.; Coote, M.L., Tuning photoenolization-driven cycloadditions using theory and spectroscopy J. Am. Chem. Soc. (2022) 144, 1023-1033. https://doi.org/10.1021/jacs.1c12174 Tang, M.; Cameron, L.; Poland, E.M.; Yu, L. Moggach, S.A.; Fuller, R.O.; Huang, H.; Sun, J.; Thickett, S.C.; Massi, M.; Coote, M.L.; Ho, C.C; Bissember, A.C. Photoactive Metal Carbonyl Complexes Bearing N- Heterocyclic Carbene Ligands: Synthesis, Characterization and Viability as Photoredox Catalysts Inorg. Chem. (2022) 61, 1888-1898. https://doi.org/10.1021/acs.inorgchem.1c02964 Yu, L.; Blyth, M.T.; Coote, M.L., Re-Examination of Proline-Catalyzed Intermolecular Aldol Reactions: An Ab Initio Kinetic Modelling Study Top. Catal. (2022) 65, 354-365. https://doi.org/10.1007/s11244-021-01501-5 Pei, Z.; Qiao, Q.; Gong, C.; Wei, D.; Coote, M.L., Electrostatic Effects in N-Heterocyclic Carbene Catalysis: Revealing the Nature of Catalysed Decarboxylation Phys. Chem. Chem. Phys. (2021) 23, 24627-24633. https://doi.org/10.1039/D1CP04444C Belotti, M.; Lyu, X.; Xu, L.; Halat, P.; Darwish, N.; Silvester, D.S.; Goh, C.; Izgorodina, E.I.; Coote, M.L.; Ciampi, S., Experimental Evidence of Long-Lived Electric Fields of Ionic Liquid Bilayers J. Am. Chem. Soc. (2021) 143, 17431–17440. https://doi.org/10.1021/jacs.1c06385 Audran, G.; Blyth, M.T.; Coote, M.L.; Gescheidt, G.; Hardy, M.; Havot, J.; Holzritter, M.; Jacoutot, S.; Joly, J.-P.; Marque, S.R.A.; Koumba, M.M.T.; Neschadin, D.; Vaiedelich, E., Homolysis/Mesolysis of Alkoxyamines Activated by Chemical Oxidation and Photochemical-triggered Radical Reactions at Room Temperature Org. Chem. Front. (2021) 8, 6561-6576. https://doi.org/10.1039/D1QO01276B Maddigan-Wyatt, J.T.; Blyth, M.T.; Ametovski, J.; Coote, M.L.; Hooper J.F.; Lupton, D.W., Redox isomerization/(3 + 2) allenoate annulation by auto-tandem phosphine catalysis Chem. Eur. J. (2021) 27, 16232-16236. https://doi.org/10.1002/chem.202103224 Mater, A.C.; Coote, M.L., Explainable Molecular Sets: Using Information Theory to Generate Meaningful Descriptions of Groups of Molecules J. Chem. Inf. Model. (2021) 61, 4877–4889. https://doi.org/10.1021/acs.jcim.1c00519 Yu, L.; Cullen, D.A.; Morshedi, M.; Coote, M.L.; White, N.G., Room temperature hydrolysis of benzamidines and benzamidiniums in weakly basic water J. Org. Chem. (2021) 86, 13762–13767. https://doi.org/10.1021/acs.joc.1c01955 Pijning, A.E.; Blyth, M.T.; Coote, M.L.; Passam, F.; Chiu, J.; Hogg, P.J., An alternate covalent form of platelet αIIbβ3 integrin that resides in focal adhesions and has altered function, Blood (2021) 138, 1359–1372. https://doi.org/10.1182/blood.2021012441 Delaney, A.; Yu, L.; Coote, M.L.; Colebatch, A.L., Synthesis of an expanded pincer ligand and its bimetallic coinage metal complexes, Dalton Trans. (2021) 50, 11909-11917. https://doi.org/10.1039/D1DT01741A Izadi,F.; Arthur-Baidoo, E.; Strover, L.T.; Yu, L.; Coote, M.L.; Moad, G.; Denifl, S., Selective bond cleavage in RAFT agents promoted by low-energy electron attachment, Angew. Chem. (2021) 60, 19128-19132. https://doi.org/10.1002/anie.202107480 Fung, A.K.K.; Yu, L.; Sherburn, M.S.; Coote, M.L., ATRP-Inspired Room Temperature (sp3)C–N Coupling, J. Org. Chem. (2021) 86, 9723–9732. https://doi.org/10.1021/acs.joc.1c01029 Yu, L.; Coote, M.L., Electrostatic Switching of Stereoselectivity in Aldol Reactions, J. Org. Chem. (2021) 86, 9076–9083. https://doi.org/10.1021/acs.joc.1c01032 Uddin, N.; Langley, J.; Zhang, C.; Fung, A. K. K.; Lu, H.; Yin, X.; Liu, J.; Wan, Z.; Nguyen, H. T.; Li, Y., et al., Zero-emission multivalorization of light alcohols with self-separable pure H2 fuel, Appl. Catal. B (2021), 292, 120212. https://doi.org/10.1016/j.apcatb.2021.120212 Goodwin, R.J.; Blyth, M.T.; Fung, A.K.K.; Smith, L.M.; Norcott, P.L.; Tanovic, S.; Coote, M.L.; White, N.G., Simple acyclic molecules containing a single charge-assisted O–H group can recognize anions in acetonitrile:water mixtures, Org. Bio. Chem. (2021), 19, 2794-2803. https://dx.doi.org/10.1039/d1ob00282a Zhang, J; Coote, M.L.; Ciampi, S., Electrostatics and Electrochemistry: Mechanism and Scope of Charge-Transfer Reactions on the Surface of Tribocharged Insulators, J. Am. Chem. Soc. (2021) 143, 3019–3032 https://dx.doi.org/10.1021/jacs.0c11006 M. L. Coote, Quantum Chemical Studies of RAFT Polymerization, In: RAFT Polymerization: Methods, Synthesis and Applications, Second Edition, G. Moad; E. Rizzardo, Eds. WILEY-VCH GmbH; (2021) pp. 139-188 https://doi.org/10.1002/9783527821358 Marlton, S.J.P.; McKinnon, B.I.; Hill, N.S.; Coote, M.L.; Trevitt, A.J., Electrostatically Tuning the Photodissociation of the Irgacure 2959 Photoinitiator in the Gas Phase by Cation Binding J. Am. Chem. Soc., (2021) 143, 2331-2339 https://dx.doi.org/10.1021/jacs.0c11978 S. Ciampi; I. Diez-Perez; M. L. Coote; N. Darwish, Experimentally Harnessing Electric Fields in Chemical Transformations, In: Effects of Electric Fields on Structure and Reactivity: New Horizons in Chemistry, S. Shaik; T. Stuyver, Eds. Royal Society of Chemistry; (2021) pp. 71-118 https://doi.org/10.1039/9781839163043 M. T. Blyth; M. L. Coote, Recent advances in designed local electric fields, In: Effects of Electric Fields on Structure and Reactivity: New Horizons in Chemistry, S. Shaik; T. Stuyver, Eds. Royal Society of Chemistry; (2021) pp. 119-146 https://doi.org/10.1039/9781839163043 Fung, A.K.K.; Coote, M.L., A Mechanistic Perspective on Atom Transfer Radical Polymerization, Polym. Int., (2021), 70, 918-926. https://doi.org/10.1002/pi.6130 Boer, S.A.; Yu, L.; Genet, T.L.; Low, K.; Cullen, D.A.; Gardiner, M.G.; Coote, M.L.; White, N.G., What’s in an atom? A comparison of carbon and silicon-centered amidinium···carboxylate frameworks, Chem. Eur. J., (2021) 27, 1768-1776 https://doi.org/10.1002/chem.202003791 Vogel, Y.B.; Evans, C.W.; Belotti, M.; Xu, L.; Russell, I.C.; Yu, L.; Fung, A.K.K.; Hill, N.S.; Darwish, N.; Gonçales, V.R.; Coote, M.L.; Iyer, K.S.; Ciampi, S., The Corona of a Surface Bubble Promotes Electrochemical Reactions, Nat. Comm., (2020), 11, 6323, https://doi.org/10.1038/s41467-020-20186-0 Rogers, F.J.M.; Norcott, P.L.; Coote, M.L., Recent Advances in the Chemistry of Benzo[e][1,2,4]triazinyl Radicals, Org. Biol. Chem., (2020), 18, 8255-8277, https://doi.org/10.1039/D0OB01394C Stewart, S.G.; Harfoot, G.J.; McRae, K.J.; Teng, Y.; Yu, L.; Chen, B.; Cammi, R.; Coote, M.L.; Banwell, M.G.; Willis, A.C., High-Pressure-Promoted and Facially Selective Diels-Alder Reactions of Enzymatically Derived cis-1,2-Dihydrocatechols and their Acetonide Derivatives. Enantiodivergent Routes to Homochiral and Polyfunctionalized Bicyclo[2.2.2]octenes, J. Org. Chem., (2020), 85, 20, 13080-13095, https://doi.org/10.1021/acs.joc.0c01767 Bathellier, C.; Yu, L.; Farquhar, G.D.; Coote, M.L.; Lorimer, G.; Tcherkez, G., Ribulose 1,5-bisphosphate carboxylase/oxygenase activates O2 by electron transfer, Proc. Natl. Acad. Sci. U.S.A, (2020), 117, 24234-24242, https://doi.org/10.1073/pnas.2008824117 Hill, N.S.; Coote, M.L., Rational Design of Photo-cleavable Alkoxyamines for Polymerization and Synthesis, Phys. Chem. Chem. Phys., (2020), 22, 19680-19686, https://doi.org/10.1039/D0CP02924F Nikahd, M.; Mikusek, J.; Banwell, M.G.; Yu, L.; Coote, M.L.; Gardiner, M.G., Further, Small-molecule Pyrolysis Products Derived from Chitin, Aust. J. Chem., (2020), 73, 1187-1196, https://doi.org/10.1071/CH20172 Xu, L.; Izgorodina, E.I.; Coote, M.L., Ordered Solvents and Ionic Liquids Can be Harnessed for Electrostatic Catalysis, J. Am. Chem. Soc., (2020), 142, 12826-12833, https://doi.org/10.1021/jacs.0c05643 Zhang, J.; Lalevée, J.; Hill, N. S.; Kiehl, J.; Zhu, D.; Cox, N.; Langley, J.; Stenzel, M. H.; Coote, M. L.; Xiao, P., Substituent Effects on Photoinitiation Ability of Monoaminoanthraquinone-based Photoinitiating Systems for Free Radical Photopolymerization under LEDs, Macromol. Rapid Commun., (2020), 41, 2000166, https://doi.org/10.1002/marc.202000166 Zhang, J.; Su, C.; Rogers, F.J.M.; Darwish, N.; Coote, M.L.; Ciampi, S., Irreproducibility in the triboelectric charging of insulators: evidence of a non-monotonic charge versus contact time relationship, Phys. Chem. Chem. Phys., (2020), 22, 11671-11677, https://doi.org/10.1039/D0CP01317J Doan, V.; Noble, B.B.; Coote, M.L., Electrostatic Activation of Tetrazoles, J. Org. Chem. (2020), 85, 15, 10091-10097, https://doi.org/10.1021/acs.joc.0c01354 Rogers, F.J.M.; Noble, B.B.; Coote, M.L., Computational Optimization of Alkoxyamine-Based Electrochemical Methylation, J. Phys. Chem. A (2020), 124, 29, 6104-6110, https://doi.org/10.1021/acs.jpca.0c05169 Hill, N.S.; Noble, B.B.; Rogers, F.J.M.; Fung, A.K.K.; Coote, M.L. Computational Tools for Nitroxide Design, In Nitroxides: Synthesis, properties and applications, Ouari, O.; Gigmes, D., Eds. Royal Society of Chemistry; (2020) ISBN-10: 1788017528, ISBN-13: 978-1788017527. Hill, N.S.; Fule, M.J.; Morris, J.; Clément, J.L.; Guillaneuf, Y.; Gigmes, D.; Coote, M.L., Mesolytic versus Homolytic Cleavage in Photochemical Nitroxide Mediated Polymerization, Macromolecules (2020), 53, 1567-1572. https://doi.org/10.1021/acs.macromol.0c00134 Nikahd, M.; Mikusek, J.; Yu, L.; Coote, M.L.; Banwell, M.G.; Ma, C.; Gardiner, M.G., Exploiting Chitin as a Source of Biologically Fixed Nitrogen: Formation and Full Characterization of Small Molecule Hetero- and Carbo-Cyclic Pyrolysis Products, J. Org. Chem. (2020), 85, 4583-4593. https://doi.org/10.1021/acs.joc.9b03438 Noble, B.B.; Nesvadba, P.; Coote, M.L., Mechanistic Insights into N-Acyloxyamine-Initiated Controlled Degradation of Polypropylene: The Unexpected Role of Keto-Enol Tautomerization in Carboxylate Radical Chemistry, J. Org. Chem. (2020), 85, 2338−2346. https://doi.org/10.1021/acs.joc.9b03052 Abreu, C.M.R.; Rezende, T.C.; Fonseca, A.C.; Guliashvili, T.; Bergerbit, C.; D’Agosto, F.; Yu, L.; Serra, A.C. ; Coote, M.L.; Coelho, J.F.J. Polymerization of Vinyl Chloride at Ambient Temperature using Macromolecular Design via the Interchange of Xanthate: Kinetic and Computational Studies, Macromolecules, (2020), 53, 190-202. https://doi.org/10.1021/acs.macromol.9b01949 Blyth, M.T.; Noble, B.B.; Russell, I.C.; Coote, M.L. Oriented Internal Electrostatic Fields Cooperatively Promote Ground & Excited State Reactivity: A Case Study in Photochemical CO2 Capture, J. Am. Chem. Soc., (2020), 142, 606-613. https://doi.org/10.1021/jacs.9b12186 Nothling, M.; Xiao, Z.; Hill, N.; Blyth, M.T.; Bhaskaran, A.; Sani, M.; Espinosa-Gomez, A.; Ngov, K.; White, J.; Buscher, T.; Separovic, F.; O’Mara, M.; Coote, M.L.; Connal, L.A., A Multi-Functional Surfactant Catalyst Inspired by Hydrolases, Science Advances (2020), 6, eaaz0404. https://dx.doi.org/10.1126/sciadv.aaz0404 Zhang, J.; Darwish, N.; Coote, M.L.; Ciampi, S., Static Electrification of Plastics under Friction: The Position of Engineering-Grade Polyethylene Terephthalate in the Triboelectric Series, Adv. Eng. Mater. (2020), 22, 1901201. https://doi.org/10.1002/adem.201901201 Noble, B.B.; Coote, M.L., Isotactic regulation in the radical polymerization of calcium methacrylate: Is multiple chelation the key to stereocontrol? J. Polym. Sci. A Polym. Chem., (2020) 58 52-61.http://dx.doi.org/10.1002/pola.29324 Doan, V.; Noble, B.B.; Fung, A.K.K.; Coote, M.L. Rational Design of Highly Activating Ligands for Cu-based Atom Transfer Radical Polymerization, J. Org. Chem. (2019) 84, 15624-15632. https://doi.org/10.1021/acs.joc.9b02915 Xu, L.; Coote, M.L., Improving the Accuracy of PCM-UAHF and PCM-UAKS Calculations Using Optimized Electrostatic Scaling Factors, J. Chem. Theory Comput., (2019) 15, 6958-6967. https://doi.org/10.1021/acs.jctc.9b00888 Hill, N.S.; Coote, M.L., A comparison of methods for theoretical photochemistry: Applications, successes and challenges, Annual Reports in Computational Chemistry, Chapter 7, Volume 15, 2019, Pages 203-285https://doi.org/10.1016/bs.arcc.2019.08.008 Norcott, P.L.; Hammill, C.L.; Noble, B.B.; Robertson, J.C.; Olding, A.; Bissember, A.C.; Coote, M.L., TEMPO–Me: An Electrochemically Activated Methylating Agent, J. Am. Chem. Soc., (2019) 141, 15450−15455.http://dx.doi.org/10.1021/jacs.9b08634 Peiris, C.R.; Vogel, Y.; Le Brun, A.P.; Aragonès, A.C.; Coote, M.L.; Díez-Pérez, I.; Ciampi, S.; Darwish, N., Metal‒single-molecule‒semiconductor junctions formed by a radical reaction bridging gold and silicon electrodes J. Am. Chem. Soc., (2019) 141, 14788−14797. http://dx.doi.org/10.1021/jacs.9b07125 Xu, L.; Coote, M.L., Methods to Improve the Calculations of SMD Solvation Free Energies and Associated Aqueous pKa Values: Comparison between Choosing an Optimal Theoretical Level, Solute Cavity Scaling and Using Explicit Solvent Molecules J. Phys. Chem. A, (2019) 123, 7430−7438. http://dx.doi.org/10.1021/acs.jpca.9b04920 Rogers, F.J.M.; Coote, M.L., Computational Assessment of Verdazyl Derivatives for Electrochemical Generation of Carbon-Centered Radicals J. Phys. Chem. C, (2019) 123, 20174−20180.http://dx.doi.org/10.1021/acs.jpcc.9b06288 Hill, N.S.; Coote, M.L., Strategies for Red-Shifting Type I Photoinitiators: Internal Electric Fields vs Lewis Acids vs Increasing Conjugation Aust. J. Chem., (2019) 72, 627-632. http://dx.doi.org/10.1071/CH19262 Crisp, A.L.; Noble, B.B.; Schwartz, B.D.; Willis, A.C.;Coote, M.L.; Banwell, M.G., The Synthesis, Structural Characterisation and Chemical Manipulation of the [6+3]Cycloadduct Derived from α‐Tropolone O‐Methyl Ether and Trimethylene Asian J. Org. Chem., (2019) 8, 1458-1467. http://dx.doi.org/10.1002/ajoc.201900334 Zhang, J.; Lalevée, J.; Hill, N.S.; Peng, X.; Zhu, D.; Kiehl, J.; Morlet-Savary, F.; Stenzel, M.H.; Coote, M.L.; Xiao, P., Photoinitiation Mechanism and Ability of Monoamino-Substituted Anthraquinone Derivatives as Cationic Photoinitiators of Polymerization under LEDs Macromol. Rapid Commun., (2019) 40, 1900234.http://dx.doi.org/10.1002/marc.201900234 Mater, A.C; Coote, M.L., Deep Learning in Chemistry J. Chem. Inf. Model., (2019) 59, 2545-2559.http://dx.doi.org/10.1021/acs.jcim.9b00266 Fang, C.; Fantin, M.; Pan, X.; de Fiebre, K.; Coote, M.L.; Matyjaszewski, K.; Liu, P., Mechanistically Guided Predictive Models for Ligand and Initiator Effects in Copper-Catalyzed Atom Transfer Radical Polymerization (Cu-ATRP) J. Am. Chem. Soc., (2019) 141, 7486−7497. http://dx.doi.org/10.1021/jacs.9b02158 Rogers, F.J.M.; Coote, M.L., A Computational Evaluation of the Oxidative Cleavage of Triazine Derivatives for Electrosynthesis J. Phys. Chem. 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