chemical {designers | engineers | data scientists} crunching bits into matter since January 2022
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§ = Equal Contribution
_ = Undergrad Student
D. A. Boiko, R. MacKnight, G. P. Gomes "Emergent autonomous scientific research capabilities of large language models", preprint on arXiv, 2023 | doi: 10.48550/arXiv.2304.05332
D. Boiko, T. Reschützegger, B. Sanchez-Lengeling, S. Blau, G. P. Gomes "Stereoelectronics-Aware Molecular Representation Learning", preprint on ChemrXiv, 2022 | doi: 10.26434/chemrxiv-2022-nz4pc
D. A. Boiko, R. Pollice, B. Kline, G. P. Gomes "Autonomous chemical research with large language models", Nature 624, 570–578 (2023), GitHub | doi: 10.1038/s41586-023-06792-0
A. G. Garrison, J. Heras-Domingo, J. R. Kitchin, G. P. Gomes, Z. W. Ulissi, & S. M. Blau (2023). Applying Large Graph Neural Networks to Predict Transition Metal Complex Energies Using the tmQM_wB97MV Data Set. Journal of Chemical Information and Modeling, 63(24), 7642-7654. | doi: 10.1021/acs.jcim.3c01226
C. Lavigne, G. P. Gomes§, R. Pollice§, A. Aspuru-Guzik "Automatic discovery of chemical reactions using imposed activation", Preprint on ChemRxiv, 2020, GitHub | doi: 10.26434/chemrxiv.13008500.v1
M. Krenn, R. Pollice, S. Y. Guo, M. Aldeghi, A. Cervera-Lierta, P. Friederich, G. P. Gomes, F. Häse, A. Jinich, A. Nigam, Z. Yao, A. Aspuru-Guzik On Scientific Understanding with Artificial Intelligence. Nature Reviews Physics, 2022, doi: 10.1038/s42254-022-00518-3.
J. Law§, D. Callen§, E. L. Paola, G. P. Gomes*, J. Frederich* "A Stereoselective Photoinduced Cycloisomerization Inspired by Ophiobolin A", Org Lett 2022, in print, doi: 10.1021/acs.orglett.2c02272 | preprint on ChemRxiv: 10.26434/chemrxiv-2022-wjsd9.
T. Reschützegger, T. Syphan, G. P. Gomes* "Three catalysts tango with olefins", Nat Synth 2, 1, 13 (News Views) | doi: 10.1038/s44160-021-00018-9
T. Gensch§, G. P. Gomes§, P. Friederich§, E. Peters, T. Gaudin, R. Pollice, K. Jorner, A. Nigam, M. L. D'Addario, M. S. Sigman, A. Aspuru-Guzik "A comprehensive platform for the discovery and understanding of organophosphorus ligands in catalysis", J. Am. Chem. Soc. 2022, 144 (3), 1205 | doi: 10.1021/jacs.1c09718.
M. Christensen, L. Yunker, F. Adedeji, F. Häse, L. Roch, T. Gensch, G. P. Gomes, T. Zepel, M. S. Sigman, A. Aspuru-Guzik, J. Hein "Data-science driven autonomous process optimization", NPG's Commun. Chem. 2021, 4, 112 | doi: 10.1038/s42004-021-00550-x.
A. Nigam, R. Pollice, M. Krenn, G. P. Gomes, A. Aspuru-Guzik "Beyond Generative Models: Superfast Traversal, Optimization, Novelty, Exploration and Discovery (STONED) Algorithm for Molecules using SELFIES", Chem. Sci. 2021, 12, 7079 | doi: 10.26434/chemrxiv.13383266.v2.
H. S. Auhim, B. L. Grigorenko, T. Harris, I. V. Polyakov, G. P. Gomes, I. V. Alabugin, P. J. Rizkallah, A. V. Nemukhin, D. D. Jones "Stalling chromophore maturation of the fluorescent protein Venus reveals the molecular basis of the final oxidation step", Chem. Sci. 2021, 12, 7735 | doi: 10.1039/D0SC06693A.
R. Pollice, P. Friederich, C. Lavigne, G. P. Gomes, A. Aspuru-Guzik "Organic Molecules with Inverted Gaps between First Excited Singlet and Triplet States and Appreciable Oscillator Strengths", Matter 2021, 4 (5), 1654 | doi: 10.26434/chemrxiv.13087319.
G. P. Gomes, G. Xu, X. Zhu, L.-M. Chamoreau, O. Bistri-Aslanoff, S. Roland, I. V. Alabugin, M. Sollogoub "Mapping C–; H∙∙∙M interactions in confined spaces: (α-ICyDMe) Au, Ag, Cu complexes reveal "contra-electrostatic H-bonds" masquerading as anagostic interactions", Chem. Eur. J. 2021, 27, 8127 | doi: 10.1002/chem.202100263.
D. Diaz, S. D. Appavoo, A. F. Bogdanchikova, Y. Lebedev, T. J. McTiernan, G. P. Gomes, A. K. Yudin "Illuminating the dark conformational space of ring structures with dominant rotors", Nature Chemistry, 2021, 13, 218 | doi: 10.1038/s41557-020-00620-y.
R. Pollice, G. P. Gomes, M. Aldeghi§, R. J. Hickman§, M. Krenn§, C. Lavigne§, M. L. D'Addario§, A. Nigam§, C.-T. Ser§, Z. Yao§, A. Aspuru-Guzik "Data-driven Strategies for Accelerated Materials Design", Acc. Chem. Res. 2021, 54(4), 849 | doi: 10.1021/acs.accounts.0c00785.
G. P. Gomes§, R. Pollice§, A. Aspuru-Guzik "Navigating through the Maze of Homogeneous Catalyst Design with Machine Learning", Trends in Chemistry 2021, 3(2), 96 special issue: "Machine Learning for Molecules and Materials" Guest editors: Rafael Gomez-Bombarelli (MIT) Alexander Wiltschko (Google Brain) | doi: 10.1016/j.trechm.2020.12.006.
S. Kaldas, C.-H. Tien, G. P. Gomes, S. Meyer, M. Sirvinskas, H. Foy, T. Dudding, A. K. Yudin "Oxidative Rearrangement of MIDA (N-Methyliminodiacetic Acid) Boronates: Mechanistic Insights and Synthetic Applications", Org. Lett. 2021, 23(2), 324 | doi: 10.1021/acs.orglett.0c03823.
S. C. Davidson, G. P. Gomes, L. R. Kuhn, I. V. Alabugin, A. R. Kennedy, N. C. O. Tomkinson "Organocatalytic sulfoxidation", Tetrahedron, 2021, 78, 131784, ISSN 0040-4020 | doi: 10.1016/j.tet.2020.131784.
L. R. Mills, J. J. Monteith, G. P. Gomes, A. Aspuru-Guzik, S. A. L. Rousseaux "The cyclopropane ring as a reporter of radical leaving-group reactivity for Ni-catalyzed C(sp3)–O arylation", J. Am. Chem. Soc. 2020, 142 (30), 13246 | doi: 10.1021/jacs.0c06904.
P. Friederich, G. P. Gomes, R. D. Bin, A. Aspuru-Guzik, D. Balcells "Machine Learning Dihydrogen Activation in the Chemical Space Surrounding Vaska's Complex", Chem. Sci. 2020, 11, 4584 | doi: 10.1039/D0SC00445F.
E. Gonzalez-Rodriguez, M. Abdo, G. P. Gomes, S. Ayad, N. P. Tsvetkov, F. D. White, K. Hanson, I. V. Alabugin "Twofold π-Extension of Polyarenes via Double and Triple Radical Alkyne peri-Annulations: Radical Cascades Converging on the Same Aromatic Core", J. Am. Chem. Soc. 2020, 142 (18), 8352 | doi: 10.1021/jacs.0c01856.
Q. Elliott, G. P. Gomes, C. J. Evoniuk, I. V. Alabugin "Testing the Limits of Radical-Anionic CH-Amination: a 10-Million-Fold Decrease in Basicity Opens a New Path to Hydroxyisoindolines via a Mixed C-N/C-O-Forming Cascade", Chem. Sci. 2020, 5, 369 | doi: 10.1039/C9SC06511C.
R. Lee, E. Cagle, B. Bashrum, E. Walters, J. Massey, M. Zanghi, C. Birchfield, D. French, J. Joy, G. P. Gomes, P. A. Wiget, "Electronic donation or steric contraction: a spectroscopic and structural analysis of medium-sized constrained rings for potential long-range hyperconjugation", J. Org. Chem., 2019, 84(16), 9897 | doi: 10.1021/acs.joc.9b00979.
G. P. Gomes, A. Wimmer, J. M. Smith, B. Koenig, I. V. Alabugin "CO2 or SO2: Should it stay, or should it go?", J. Org. Chem., 2019, 84 (10), 6232 | doi: 10.1021/acs.joc.9b00503.
A. Hughes, G. P. Gomes, I. V. Alabugin, "Stereoelectronic Influence of a "Spectator" Propargylic Substituent Can Override Aromaticity Effects in Radical Peri-cyclizations on Route to Expanded Polyaromatics", J. Org. Chem., 2019, 84 (4), 1853 | doi: 10.1021/acs.joc.8b02779.
G. P. Gomes, A. E. Morrison, G. B. Dudley, I. V. Alabugin "Optimizing amine-mediated alkyne-allene isomerization to improve benzannulation cascades: synergy between theory and experiments", Eur. J. Org. Chem., 2019, 512, Special Issue: Catalyst Design | doi: 10.1002/ejoc.201801052.
V. A. Vil', G. P. Gomes, M. V. Ekimova, K. A. Lyssenko, G. I. Nikishin, I. V. Alabugin, A. O. Terent'ev "Five roads that converge at the cyclic peroxy-Criegee intermediates: BF3 catalyzed synthesis of β-hydroperoxy-β-peroxylactones", J. Org. Chem. 2018, 83 (21), 13427 | doi: 10.1021/acs.joc.8b02218.
G. P. Gomes, Y. Loginova, S. Z. Vatsadze, I. V. Alabugin "Isocyanides as Stereoelectronic Chameleons: The Donor-Acceptor Dichotomy in Radical Additions", J. Am. Chem. Soc., 2018, 140 (43), 14272.
I. V. Alabugin, G. P. Gomes, M. Abdo, "Hyperconjugation", WIREs Comput Mol Sci., 2018 | doi: 10.1002/wcms.1389.
Y. A. Yaremenko§, G. P. Gomes§, P. S. Radulov, R. A. Novikov, V. V. Chernyshev, A. A. Korlyukov, G. I. Nikishin, I. V. Alabugin, A. O. Terent'ev "Ozone-free synthesis of ozonides: Assembling bicyclic structures from 1,5-diketones and hydrogen peroxide" J. Org. Chem., 2018, 83 (8), 4402 | doi: 10.1021/acs.joc.8b00130.
N. P. Tsvetkov, E. Gonzalez-Rodriguez, A. Hughes, G. P. Gomes, F. D. White, I. V. Alabugin "Radical Alkyne Peri-annulations for Synthesis of Functionalized Phenalenes, Benzanthrenes, and Olympicene", Angew. Chem. Int. Ed., 2018, 57, 3651 | doi: 10.1002/anie.201712783.
V. A. Vil', G. P. Gomes, O. V. Bityukov, M. A. Syroeshkin, K. A. Lyssenko, G. I. Nikishin, I. V. Alabugin. A. O. Terent'ev "Interrupted Baeyer-Villiger Rearrangement: Building A Stereoelectronic Trap for the Criegee Intermediate", Angew. Chem. Int. Ed., 2018, 57, 3372 | doi: 10.1002/anie.201712651.
K. N. Sedenkova, E. B. Averina, Y. K. Grishin, J. V. Kolodyazhnaya, V. B. Rybakov, T. S. Kuznetsova, A. Hughes, G. P. Gomes, I. V. Alabugin, N. S. Zefirov "Substituent effects on stereoselectivity of dihalocarbene reactions with cyclohexadiene and on the reactivity of bis-dihalocyclopropanes in electrophilic nitrations on route to pyrimidine N-oxides" Org. Biom. Chem., 2017, 15, 9433 | doi: 10.1039/C7OB02463K.
C. J. Evoniuk, G. P. Gomes, S. Hill, F. Satoshi, I. V. Alabugin "Coupling C-H activation, N-H deprotonation and Oxidation: metal-free C(sp3)-H aminations with unprotected anilines" J. Am. Chem. Soc., 2017, 139 (45), 16210 | doi: 10.1021/jacs.7b07519.
T. Harris, G. P. Gomes, R. Clark, S. Ayad, V. V. Lobodin, K. Hanson, I. V. Alabugin "Twisted chiral cyclodecynes and remote activation of click reactivity" Chem, 2017, 3 (4), 629.
N. H. Park, G. P. Gomes, M. Fevre, G. O. Jones, I. V. Alabugin, J. L. Hedrick, "Organocatalyzed Synthesis of Fluorinated Poly(aryl thioethers)" Nature Communications, 2017, 8, 166.
E. Juaristi, G. P. Gomes, A. O. Terent'ev, R. Notario, I. V. Alabugin "Stereoelectronic Interactions as a Probe for the Existence of the Intramolecular α-Effect", J. Am. Chem. Soc., 2017 , 139 (31), 10799 | doi: 10.1021/jacs.7b05367.
P. Poonptana, G. P. Gomes, T. Hurrle, K. Chardon, S. Bräse, K-S. Masters, I. V. Alabugin "Formaldehyde-Extruding Homolytic Aromatic Substitution via C→O Transposition: Evolution of a Contaminating Side-Reaction to 'Traceless-Linker' access to Congested Biaryl Bonds" Chem. Eur. J., 2017, 23, 9091 | doi: 10.1002/chem.201700085.
G. P. Gomes§, C. J. Evoniuk§, M. Ly, I. V. Alabugin "Changing the path of least resistance, or access to endo-dig products via a sequence of three exo-trig transition states: electronic effects in homoallyic ring expansion cascades of alkenyl isonitriles" Org. Biom. Chem., 2017, 15, 4135 | doi: 10.1039/C7OB00527J.
C. J. Evoniuk§, G. P. Gomes§, M. Ly, F. D. White, I. V. Alabugin "Coupling radical homoallylic expansions with C-C fragmentations for the synthesis of heteroaromatics: Quinolines from reactions of o-alkenylarylisonitriles with aryl, alkyl and perfluoroalkyl radicals" J. Org. Chem., 2017 82(8), 4265 | doi: 10.1021/acs.joc.7b00262.
G. P. Gomes§, Y. A. Yaremenko§, P. S. Radulov, R. A. Novikov, V. V. Chernyshev, A. A. Korlyukov, G. I. Nikishin, A. O. Terent'ev, I. V. Alabugin "Stereoelectronic Control in the Ozone-Free Synthesis of Ozonides" Angew. Chem. Int. Ed., 2017, 56, 4955 | doi: 10.1002/anie.201610699.
G. P. Gomes, I. V. Alabugin "Drawing Catalytic Power from Charge Separation: Stereoelectronic and Zwitterionic Assistance in the Au(I)-Catalyzed Bergman Cyclization" J. Am. Chem. Soc., 2017, 139 (9), 3406 | doi: 10.1021/jacs.6b11054.
S. Umedu, G. P. Gomes, M. Sakae, T. Yoshinaga, K. Matsumoto, T. Iwata, I. Alabugin, M. Shindo "Regioselective One-pot Synthesis of Triptycenes via Triple-Cycloadditions of Arynes to Ynolates" Angew. Chem. Int. Ed., 2016, 56, 1298 | doi: 10.1002/anie.201609111.
S. Z. Vatsadze, Y. Loginova, G. P. Gomes, I. V. Alabugin "Stereoelectronic Chameleons: The Reversal of Donor-Acceptor Properties of Common Functional Groups by a Geometric Change" Chem. Eur. J., 2016, 23, 3225 | doi: 10.1002/chem.201603491.
K. Pati, G. P. Gomes, I. V. Alabugin "Combining Traceless Directing Groups with Hybridization Control of Radical Reactivity: from Skipped Enynes to Defect-Free Hexagonal Frameworks" Angew. Chem. Int. Ed., 2016, 55, 11633.
T. Harris, G. P. Gomes, R. Clark, I. V. Alabugin, "Domino Fragmentations in Traceless Directing Groups of Radical Cascades: Evidence for the Formation of Alkoxy Radicals via C-O Scission" J. Org. Chem., 2016, 81 (14), 6007 | doi: 10.1021/acs.joc.6b01052.
E. Berry§, G. P. Gomes§, A. MacLean, J. R. Martin, P. A. Wiget, "Discovery of a new type of Perlin effect in a conformationally constrained oxocane" J. Org. Chem., 2016, 81 (13), 5740 | doi: 10.1021/acs.joc.6b00819.
K. Pati, G. P. Gomes, T. Harris, I. V. Alabugin "Fused Catechol Ethers from Gold (I)-Catalyzed Intramolecular Reaction of Propargyl Ethers with Acetals" Org. Lett., 2016, 18 (5), 928 | doi: 10.1021/acs.orglett.5b03522.
G. P. Gomes, V. A. Vil', A. Terent'ev and I. V. Alabugin, "Stereoelectronic Source of the Anomalous Stability of Bis-peroxides" Chem. Sci., 2015, 6, 6783 | doi: 10.1039/C5SC02402A.
S. Umedu, G. P. Gomes, M. Sakae, T. Yoshinaga, K. Matsumoto, T. Iwata, I. Alabugin, M. Shindo "Regioselective One-pot Synthesis of Triptycenes via Triple-Cycloadditions of Arynes to Ynolates" Angew. Chem. Int. Ed., 2016, 56, 1298 | doi: 10.1021/acs.joc.5b01014.
E. Stoyanov G. P. Gomes "Tert-Butyl Carbocation in Condensed Phases: Stabilization via Hyperconjugation, Polarization and Hydrogen Bonding" J. Phys. Chem. A, 2015, 119, 8619 | doi: 10.1021/acs.jpca.5b04657.
K. Pati, G. P. Gomes, T. Harris, A. Hughes, H. Phan, T. Banerjee, K. Hanson, I. V. Alabugin "Traceless Directing Groups in Radical Cascades: From Oligoalkynes to Fused Helicenes without Tethered Initiators" J. Am. Chem. Soc., 2015, 137, 1165 | doi: 10.1021/ja510563d.
I. V. Alabugin, S. Bresch, G. P. Gomes "Orbital Hybridization: A Key Electronic Factor in Control ofStructure And Reactivity" J. Phys. Org. Chem. 2014, 28 147 | doi: 10.1002/poc.3382.
Controlling Chemical Reactivity with Stereoelectronic Effects - ProQuest https://www.proquest.com/docview/2174054163 (accessed 2022 -01 -01).