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For: Duros V, Grizou J, Xuan W, Hosni Z, Long DL, Miras HN, Cronin L. Human versus Robots in the Discovery and Crystallization of Gigantic Polyoxometalates. Angew Chem Int Ed Engl 2017. [PMID: 28649740 PMCID: PMC5577512 DOI: 10.1002/anie.201705721] [Citation(s) in RCA: 78] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Number Cited by Other Article(s)
1
Snapp KL, Verdier B, Gongora AE, Silverman S, Adesiji AD, Morgan EF, Lawton TJ, Whiting E, Brown KA. Superlative mechanical energy absorbing efficiency discovered through self-driving lab-human partnership. Nat Commun 2024;15:4290. [PMID: 38773093 PMCID: PMC11109101 DOI: 10.1038/s41467-024-48534-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Accepted: 04/30/2024] [Indexed: 05/23/2024]  Open
2
Schrier J, Norquist AJ, Buonassisi T, Brgoch J. In Pursuit of the Exceptional: Research Directions for Machine Learning in Chemical and Materials Science. J Am Chem Soc 2023;145:21699-21716. [PMID: 37754929 DOI: 10.1021/jacs.3c04783] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/28/2023]
3
Williamson E, Brutchey RL. Using Data-Driven Learning to Predict and Control the Outcomes of Inorganic Materials Synthesis. Inorg Chem 2023;62:16251-16262. [PMID: 37767941 PMCID: PMC10565808 DOI: 10.1021/acs.inorgchem.3c02697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Indexed: 09/29/2023]
4
Salley D, Manzano JS, Kitson PJ, Cronin L. Robotic Modules for the Programmable Chemputation of Molecules and Materials. ACS CENTRAL SCIENCE 2023;9:1525-1537. [PMID: 37637738 PMCID: PMC10450877 DOI: 10.1021/acscentsci.3c00304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Indexed: 08/29/2023]
5
Moussa S, Kilgour M, Jans C, Hernandez-Garcia A, Cuperlovic-Culf M, Bengio Y, Simine L. Diversifying Design of Nucleic Acid Aptamers Using Unsupervised Machine Learning. J Phys Chem B 2023;127:62-68. [PMID: 36574492 DOI: 10.1021/acs.jpcb.2c05660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
6
Kwon Y, Lee D, Kim JW, Choi YS, Kim S. Exploring Optimal Reaction Conditions Guided by Graph Neural Networks and Bayesian Optimization. ACS OMEGA 2022;7:44939-44950. [PMID: 36530311 PMCID: PMC9753507 DOI: 10.1021/acsomega.2c05165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 11/18/2022] [Indexed: 06/17/2023]
7
Lai RD, Zhang J, Li XX, Zheng ST, Yang GY. Assemblies of Increasingly Large Ln-Containing Polyoxoniobates and Intermolecular Aggregation-Disaggregation Interconversions. J Am Chem Soc 2022;144:19603-19610. [PMID: 36239996 DOI: 10.1021/jacs.2c09546] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
8
Kitamura Y, Nakamura Y, Sugimoto K, Yoshikawa H, Tanaka D. Data-driven efficient synthetic exploration of anionic lanthanide-based metal-organic frameworks. Chem Commun (Camb) 2022;58:11426-11429. [PMID: 36148832 DOI: 10.1039/d2cc04985f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
9
Al-Sayed E, Rompel A. Lanthanides Singing the Blues: Their Fascinating Role in the Assembly of Gigantic Molybdenum Blue Wheels. ACS NANOSCIENCE AU 2022;2:179-197. [PMID: 35726275 PMCID: PMC9204829 DOI: 10.1021/acsnanoscienceau.1c00036] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 01/12/2022] [Accepted: 01/12/2022] [Indexed: 01/16/2023]
10
Bender A, Schneider N, Segler M, Patrick Walters W, Engkvist O, Rodrigues T. Evaluation guidelines for machine learning tools in the chemical sciences. Nat Rev Chem 2022;6:428-442. [PMID: 37117429 DOI: 10.1038/s41570-022-00391-9] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/13/2022] [Indexed: 02/07/2023]
11
Al-Sayed E, Tanuhadi E, Giester G, Rompel A. Synthesis and characterization of the `Japanese rice-ball'-shaped Molybdenum Blue Na4[Mo2O2(OH)4(C6H4NO2)2]2[Mo120Ce6O366H12(OH)2(H2O)76]∼200H2O. Acta Crystallogr C 2022;78:299-304. [PMID: 35510436 PMCID: PMC9069247 DOI: 10.1107/s2053229622003369] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Accepted: 03/24/2022] [Indexed: 11/29/2022]  Open
12
Wu M, Xia L, Li Y, Yin D, Yu J, Li W, Wang N, Li X, Cui J, Chu W, Cheng Y, Hu M. Automated and remote synthesis of poly(ethylene glycol)-mineralized ZIF-8 composite particles via a synthesizer assisted by femtosecond laser micromachining. CHINESE CHEM LETT 2022. [DOI: 10.1016/j.cclet.2021.07.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
13
Yakimovich A, Beaugnon A, Huang Y, Ozkirimli E. Labels in a haystack: Approaches beyond supervised learning in biomedical applications. PATTERNS (NEW YORK, N.Y.) 2021;2:100383. [PMID: 34950904 PMCID: PMC8672145 DOI: 10.1016/j.patter.2021.100383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
14
Kitamura Y, Terado E, Zhang Z, Yoshikawa H, Inose T, Uji-I H, Tanimizu M, Inokuchi A, Kamakura Y, Tanaka D. Failure-Experiment-Supported Optimization of Poorly Reproducible Synthetic Conditions for Novel Lanthanide Metal-Organic Frameworks with Two-Dimensional Secondary Building Units*. Chemistry 2021;27:16347-16353. [PMID: 34623003 DOI: 10.1002/chem.202102404] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Indexed: 11/12/2022]
15
Kaemmerer H, Mereacre V, Ako AM, Mameri S, Anson CE, Clérac R, Powell AK. Assisted Self-Assembly to Target Heterometallic Mn-Nd and Mn-Sm SMMs: Synthesis and Magnetic Characterisation of [Mn7 Ln3 (O)4 (OH)4 (mdea)3 (piv)9 (NO3 )3 ] (Ln=Nd, Sm, Eu, Gd)*. Chemistry 2021;27:15095-15101. [PMID: 34554613 PMCID: PMC8596590 DOI: 10.1002/chem.202102912] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Indexed: 11/10/2022]
16
Hammer AS, Leonov AI, Bell NL, Cronin L. Chemputation and the Standardization of Chemical Informatics. JACS AU 2021;1:1572-1587. [PMID: 34723260 PMCID: PMC8549037 DOI: 10.1021/jacsau.1c00303] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Indexed: 05/11/2023]
17
Minato T, Salley D, Mizuno N, Yamaguchi K, Cronin L, Suzuki K. Robotic Stepwise Synthesis of Hetero-Multinuclear Metal Oxo Clusters as Single-Molecule Magnets. J Am Chem Soc 2021;143:12809-12816. [PMID: 34358427 DOI: 10.1021/jacs.1c06047] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
18
Self-Driving Laboratories for Development of New Functional Materials and Optimizing Known Reactions. NANOMATERIALS 2021;11:nano11030619. [PMID: 33801472 PMCID: PMC8000792 DOI: 10.3390/nano11030619] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 02/25/2021] [Accepted: 02/25/2021] [Indexed: 12/17/2022]
19
Morones-Ramírez JR. Reflections on the 2nd International Congress on NanoBioEngineering 2020. Front Bioeng Biotechnol 2021;9:648634. [PMID: 33634091 PMCID: PMC7901877 DOI: 10.3389/fbioe.2021.648634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2021] [Accepted: 01/13/2021] [Indexed: 11/13/2022]  Open
20
Shields BJ, Stevens J, Li J, Parasram M, Damani F, Alvarado JIM, Janey JM, Adams RP, Doyle AG. Bayesian reaction optimization as a tool for chemical synthesis. Nature 2021;590:89-96. [DOI: 10.1038/s41586-021-03213-y] [Citation(s) in RCA: 132] [Impact Index Per Article: 44.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Accepted: 12/11/2020] [Indexed: 02/04/2023]
21
Roch LM, Häse F, Kreisbeck C, Tamayo-Mendoza T, Yunker LPE, Hein JE, Aspuru-Guzik A. ChemOS: Orchestrating autonomous experimentation. Sci Robot 2021;3:3/19/eaat5559. [PMID: 33141686 DOI: 10.1126/scirobotics.aat5559] [Citation(s) in RCA: 59] [Impact Index Per Article: 19.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2018] [Accepted: 05/23/2018] [Indexed: 12/14/2022]
22
Machine learning, artificial intelligence, and data science breaking into drug design and neglected diseases. WIRES COMPUTATIONAL MOLECULAR SCIENCE 2021. [DOI: 10.1002/wcms.1513] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
23
Zhu ZK, Lin YY, Li XX, Zhao D, Zheng ST. Integration of metallacycles and polyoxometalate macrocycles. Inorg Chem Front 2021. [DOI: 10.1039/d0qi01293a] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
24
Li HY, Pang XH, Tao Y, Huang FP, Zou HH, Liang FP. Regulating the solution structural integrity and slow magnetic relaxation behavior of two Dy6 clusters with a pyridine–triazole ligand. NEW J CHEM 2021. [DOI: 10.1039/d1nj00140j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
25
She S, Xuan W, Bell NL, Pow R, Ribo EG, Sinclair Z, Long DL, Cronin L. Peptide sequence mediated self-assembly of molybdenum blue nanowheel superstructures. Chem Sci 2020;12:2427-2432. [PMID: 34164008 PMCID: PMC8179307 DOI: 10.1039/d0sc06098d] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]  Open
26
Chang CW, Lin MH, Wang CC. Statistical Analysis of Glycosylation Reactions. Chemistry 2020;27:2556-2568. [PMID: 32939892 DOI: 10.1002/chem.202003105] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 09/15/2020] [Indexed: 12/27/2022]
27
Salley D, Keenan GA, Long DL, Bell NL, Cronin L. A Modular Programmable Inorganic Cluster Discovery Robot for the Discovery and Synthesis of Polyoxometalates. ACS CENTRAL SCIENCE 2020;6:1587-1593. [PMID: 32999934 PMCID: PMC7517417 DOI: 10.1021/acscentsci.0c00415] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Indexed: 05/08/2023]
28
Pflüger PM, Glorius F. Molecular Machine Learning: The Future of Synthetic Chemistry? Angew Chem Int Ed Engl 2020;59:18860-18865. [PMID: 32931084 DOI: 10.1002/anie.202008366] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Indexed: 12/14/2022]
29
Pflüger PM, Glorius F. Molekulares maschinelles Lernen: Die Zukunft der Synthesechemie? Angew Chem Int Ed Engl 2020. [DOI: 10.1002/ange.202008366] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
30
Greenaway RL, Jelfs KE. High-Throughput Approaches for the Discovery of Supramolecular Organic Cages. Chempluschem 2020;85:1813-1823. [PMID: 32833311 DOI: 10.1002/cplu.202000445] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 07/27/2020] [Indexed: 12/21/2022]
31
Petrus E, Segado M, Bo C. Nucleation mechanisms and speciation of metal oxide clusters. Chem Sci 2020;11:8448-8456. [PMID: 34123104 PMCID: PMC8163382 DOI: 10.1039/d0sc03530k] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Accepted: 07/31/2020] [Indexed: 11/24/2022]  Open
32
Reker D. Practical considerations for active machine learning in drug discovery. DRUG DISCOVERY TODAY. TECHNOLOGIES 2020;32-33:73-79. [PMID: 33386097 DOI: 10.1016/j.ddtec.2020.06.001] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Revised: 06/01/2020] [Accepted: 06/10/2020] [Indexed: 02/01/2023]
33
Porwol L, Kowalski DJ, Henson A, Long D, Bell NL, Cronin L. An Autonomous Chemical Robot Discovers the Rules of Inorganic Coordination Chemistry without Prior Knowledge. Angew Chem Int Ed Engl 2020. [DOI: 10.1002/ange.202000329] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
34
Coley CW, Eyke NS, Jensen KF. Autonomous Discovery in the Chemical Sciences Part I: Progress. Angew Chem Int Ed Engl 2020;59:22858-22893. [DOI: 10.1002/anie.201909987] [Citation(s) in RCA: 100] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Indexed: 01/05/2023]
35
Coley CW, Eyke NS, Jensen KF. Autonome Entdeckung in den chemischen Wissenschaften, Teil I: Fortschritt. Angew Chem Int Ed Engl 2020. [DOI: 10.1002/ange.201909987] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
36
Porwol L, Kowalski DJ, Henson A, Long DL, Bell NL, Cronin L. An Autonomous Chemical Robot Discovers the Rules of Inorganic Coordination Chemistry without Prior Knowledge. Angew Chem Int Ed Engl 2020;59:11256-11261. [PMID: 32419277 PMCID: PMC7384156 DOI: 10.1002/anie.202000329] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Indexed: 12/25/2022]
37
Roch LM, Häse F, Kreisbeck C, Tamayo-Mendoza T, Yunker LPE, Hein JE, Aspuru-Guzik A. ChemOS: An orchestration software to democratize autonomous discovery. PLoS One 2020;15:e0229862. [PMID: 32298284 PMCID: PMC7161969 DOI: 10.1371/journal.pone.0229862] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2019] [Accepted: 02/16/2020] [Indexed: 01/25/2023]  Open
38
Li HY, Pang HY, Yao PF, Huang FP, Bian HD, Liang FP. A novel sandwich shaped {CoIII2CoII12MoV24} cluster with a CoII4 triangle encapsulated in two capped CoIIICoII4MoV12O40 fragments. Dalton Trans 2020;49:1375-1379. [DOI: 10.1039/c9dt04459k] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
39
Grizou J, Points LJ, Sharma A, Cronin L. A curious formulation robot enables the discovery of a novel protocell behavior. SCIENCE ADVANCES 2020;6:eaay4237. [PMID: 32064348 PMCID: PMC6994213 DOI: 10.1126/sciadv.aay4237] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Accepted: 11/20/2019] [Indexed: 05/11/2023]
40
Gromski PS, Granda JM, Cronin L. Universal Chemical Synthesis and Discovery with ‘The Chemputer’. TRENDS IN CHEMISTRY 2020. [DOI: 10.1016/j.trechm.2019.07.004] [Citation(s) in RCA: 56] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
41
Chen YK, Tao Y, Qin HF, Pang HY, Bian HD, Yao D, Huang FP. The stepwise substitution in the hierarchical building of {Co11Cd6} cluster-based MOFs from {Co14} precursor. Inorg Chem Front 2020. [DOI: 10.1039/d0qi00537a] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
42
Toyao T, Maeno Z, Takakusagi S, Kamachi T, Takigawa I, Shimizu KI. Machine Learning for Catalysis Informatics: Recent Applications and Prospects. ACS Catal 2019. [DOI: 10.1021/acscatal.9b04186] [Citation(s) in RCA: 189] [Impact Index Per Article: 37.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
43
Machine learning for target discovery in drug development. Curr Opin Chem Biol 2019;56:16-22. [PMID: 31734566 DOI: 10.1016/j.cbpa.2019.10.003] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2019] [Revised: 10/01/2019] [Accepted: 10/03/2019] [Indexed: 12/15/2022]
44
Jia X, Lynch A, Huang Y, Danielson M, Lang'at I, Milder A, Ruby AE, Wang H, Friedler SA, Norquist AJ, Schrier J. Anthropogenic biases in chemical reaction data hinder exploratory inorganic synthesis. Nature 2019;573:251-255. [PMID: 31511682 DOI: 10.1038/s41586-019-1540-5] [Citation(s) in RCA: 72] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2018] [Accepted: 07/10/2019] [Indexed: 01/29/2023]
45
Han Q, Li Z, Liang X, Ding Y, Zheng ST. Synthesis of a 6-nm-Long Transition-Metal–Rare-Earth-Containing Polyoxometalate. Inorg Chem 2019;58:12534-12537. [DOI: 10.1021/acs.inorgchem.9b02236] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
46
de Almeida AF, Moreira R, Rodrigues T. Synthetic organic chemistry driven by artificial intelligence. Nat Rev Chem 2019. [DOI: 10.1038/s41570-019-0124-0] [Citation(s) in RCA: 111] [Impact Index Per Article: 22.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
47
A [13]rotaxane assembled via a palladium molecular capsule. Nat Commun 2019;10:3720. [PMID: 31420545 PMCID: PMC6697691 DOI: 10.1038/s41467-019-11635-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2019] [Accepted: 07/22/2019] [Indexed: 01/13/2023]  Open
48
Amar Y, Schweidtmann AM, Deutsch P, Cao L, Lapkin A. Machine learning and molecular descriptors enable rational solvent selection in asymmetric catalysis. Chem Sci 2019;10:6697-6706. [PMID: 31367324 PMCID: PMC6625492 DOI: 10.1039/c9sc01844a] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Accepted: 05/28/2019] [Indexed: 12/19/2022]  Open
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Duros V, Grizou J, Sharma A, Mehr SHM, Bubliauskas A, Frei P, Miras HN, Cronin L. Intuition-Enabled Machine Learning Beats the Competition When Joint Human-Robot Teams Perform Inorganic Chemical Experiments. J Chem Inf Model 2019;59:2664-2671. [PMID: 31025861 PMCID: PMC6593393 DOI: 10.1021/acs.jcim.9b00304] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Wang J, Wu YF, Kurmoo M, Zeng MH. Difference in the Formation of Two Structural Types of V-Shaped MII3 Clusters: Diffraction, Mass Spectrometry, and Magnetism. Inorg Chem 2019;58:7472-7479. [DOI: 10.1021/acs.inorgchem.9b00666] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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