Siauciulis M, Knittl-Frank C, M Mehr S, Clarke E, Cronin L
Nat Commun. 2024; 15(1):10261.
PMID: 39592595
PMC: 11599859.
DOI: 10.1038/s41467-024-54238-6.
Leong S, Pablo-Garcia S, Zhang Z, Aspuru-Guzik A
Chem Sci. 2024; .
PMID: 39397816
PMC: 11462585.
DOI: 10.1039/d4sc04630g.
Lu J, Wang H, Guo Q, Wang J, Li T, Chen K
Nat Commun. 2024; 15(1):8826.
PMID: 39396057
PMC: 11470948.
DOI: 10.1038/s41467-024-53204-6.
He D, Jiang Y, Guillen-Soler M, Geary Z, Vizcaino-Anaya L, Salley D
J Am Chem Soc. 2024; 146(42):28952-28960.
PMID: 39382313
PMC: 11503775.
DOI: 10.1021/jacs.4c09553.
Schafer F, Luckemeier L, Glorius F
Chem Sci. 2024; .
PMID: 39263664
PMC: 11382186.
DOI: 10.1039/d4sc03017f.
Self-Driving Laboratories for Chemistry and Materials Science.
Tom G, Schmid S, Baird S, Cao Y, Darvish K, Hao H
Chem Rev. 2024; 124(16):9633-9732.
PMID: 39137296
PMC: 11363023.
DOI: 10.1021/acs.chemrev.4c00055.
Automation and machine learning augmented by large language models in a catalysis study.
Su Y, Wang X, Ye Y, Xie Y, Xu Y, Jiang Y
Chem Sci. 2024; 15(31):12200-12233.
PMID: 39118602
PMC: 11304797.
DOI: 10.1039/d3sc07012c.
Fine-tuning large language models for chemical text mining.
Zhang W, Wang Q, Kong X, Xiong J, Ni S, Cao D
Chem Sci. 2024; 15(27):10600-10611.
PMID: 38994403
PMC: 11234886.
DOI: 10.1039/d4sc00924j.
A materials terminology knowledge graph automatically constructed from text corpus.
Zhang Y, Chen F, Liu Z, Ju Y, Cui D, Zhu J
Sci Data. 2024; 11(1):600.
PMID: 38849436
PMC: 11161478.
DOI: 10.1038/s41597-024-03448-0.
Machine learning interatomic potential: Bridge the gap between small-scale models and realistic device-scale simulations.
Wang G, Wang C, Zhang X, Li Z, Zhou J, Sun Z
iScience. 2024; 27(5):109673.
PMID: 38646181
PMC: 11033164.
DOI: 10.1016/j.isci.2024.109673.
An integrated self-optimizing programmable chemical synthesis and reaction engine.
Leonov A, Hammer A, Lach S, M Mehr S, Caramelli D, Angelone D
Nat Commun. 2024; 15(1):1240.
PMID: 38336880
PMC: 10858227.
DOI: 10.1038/s41467-024-45444-3.
A Slug Flow Platform with Multiple Process Analytics Facilitates Flexible Reaction Optimization.
Wagner F, Sagmeister P, Jusner C, Tampone T, Manee V, Buono F
Adv Sci (Weinh). 2024; 11(13):e2308034.
PMID: 38273711
PMC: 10987115.
DOI: 10.1002/advs.202308034.
A dynamic knowledge graph approach to distributed self-driving laboratories.
Bai J, Mosbach S, Taylor C, Karan D, Lee K, Rihm S
Nat Commun. 2024; 15(1):462.
PMID: 38263405
PMC: 10805810.
DOI: 10.1038/s41467-023-44599-9.
A robotic AI-Chemist system for multi-modal AI-ready database.
Feng S, Cai A, Wang Y, Zhang B, Qiao Q, Chen C
Natl Sci Rev. 2024; 10(12):nwad332.
PMID: 38226367
PMC: 10789233.
DOI: 10.1093/nsr/nwad332.
When Yield Prediction Does Not Yield Prediction: An Overview of the Current Challenges.
Voinarovska V, Kabeshov M, Dudenko D, Genheden S, Tetko I
J Chem Inf Model. 2023; 64(1):42-56.
PMID: 38116926
PMC: 10778086.
DOI: 10.1021/acs.jcim.3c01524.
Language models and protocol standardization guidelines for accelerating synthesis planning in heterogeneous catalysis.
Suvarna M, Vaucher A, Mitchell S, Laino T, Perez-Ramirez J
Nat Commun. 2023; 14(1):7964.
PMID: 38042926
PMC: 10693572.
DOI: 10.1038/s41467-023-43836-5.
OSPAR: A Corpus for Extraction of Organic Synthesis Procedures with Argument Roles.
Machi K, Akiyama S, Nagata Y, Yoshioka M
J Chem Inf Model. 2023; 63(21):6619-6628.
PMID: 37859303
PMC: 10647022.
DOI: 10.1021/acs.jcim.3c01449.
Using Data-Driven Learning to Predict and Control the Outcomes of Inorganic Materials Synthesis.
Williamson E, Brutchey R
Inorg Chem. 2023; 62(40):16251-16262.
PMID: 37767941
PMC: 10565808.
DOI: 10.1021/acs.inorgchem.3c02697.
Transcription between human-readable synthetic descriptions and machine-executable instructions: an application of the latest pre-training technology.
Zeng Z, Nie Y, Ding N, Ding Q, Ye W, Yang C
Chem Sci. 2023; 14(35):9360-9373.
PMID: 37712039
PMC: 10498500.
DOI: 10.1039/d3sc02483k.
Robotic Modules for the Programmable Chemputation of Molecules and Materials.
Salley D, Manzano J, Kitson P, Cronin L
ACS Cent Sci. 2023; 9(8):1525-1537.
PMID: 37637738
PMC: 10450877.
DOI: 10.1021/acscentsci.3c00304.