Polymerisation processes and computational methods to control structure: general discussion

Rigoberto Advincula; Sophie Barber; Matthew Becker; Antoine Buchard; Frederica Butler; Debashis Chakraborty; Edmund O. Dadge; Elliott H. Denton; Wayne Hayes; Jack Hughes; Gavin Irvine; Philippa L. Jacob; Tanja Junkers; Francesca M. Kerton; Victoria Lohmann; Thom McGuire; Kyoko Nozaki; Rachel O'Reilly; Maartje Otten; Rachel H. Platel; Adam Redfearn; Charles Romain; Matt Unthank; Ying Wang; Laihui Xiao

doi:10.1039/D5FD90054A

Polymerisation processes and computational methods to control structure: general discussion

Rigoberto Advincula
, Sophie Barber
, Matthew Becker
, Antoine Buchard
, Frederica Butler
, Debashis Chakraborty
, Edmund O. Dadge
, Elliott H. Denton
, Wayne Hayes
, Jack Hughes
, Gavin Irvine
, Philippa L. Jacob
, Tanja Junkers
, Francesca M. Kerton
, Victoria Lohmann
, Thom McGuire
, Kyoko Nozaki
, Rachel O'Reilly
, Maartje Otten
, Rachel H. Platel

Adam Redfearn, Charles Romain, Matt Unthank, Ying Wang, Laihui Xiao

Chemistry

Research output: Contribution to journal › Comment/debate

Original language	English
Pages (from-to)	541-552
Number of pages	12
Journal	Faraday Discussions
Volume	262
Early online date	15 Dec 2025
DOIs	https://doi.org/10.1039/D5FD90054A
Publication status	Published - 1 Jan 2026

Keywords

Self-driving labs
Machine learning
robotic experimentation
compatibility
hallucination

Access to Document

10.1039/D5FD90054A

Cite this

Advincula, R., Barber, S., Becker, M., Buchard, A., Butler, F., Chakraborty, D., Dadge, E. O., Denton, E. H., Hayes, W., Hughes, J., Irvine, G., Jacob, P. L., Junkers, T., Kerton, F. M., Lohmann, V., McGuire, T., Nozaki, K., O'Reilly, R., Otten, M., ... Xiao, L. (2026). Polymerisation processes and computational methods to control structure: general discussion. Faraday Discussions, 262, 541-552. https://doi.org/10.1039/D5FD90054A

@article{921f01eb0dfb426b89f61751b29b7487,

title = "Polymerisation processes and computational methods to control structure: general discussion",

keywords = "Self-driving labs, Machine learning, robotic experimentation, compatibility, hallucination",

author = "Rigoberto Advincula and Sophie Barber and Matthew Becker and Antoine Buchard and Frederica Butler and Debashis Chakraborty and Dadge, \{Edmund O.\} and Denton, \{Elliott H.\} and Wayne Hayes and Jack Hughes and Gavin Irvine and Jacob, \{Philippa L.\} and Tanja Junkers and Kerton, \{Francesca M.\} and Victoria Lohmann and Thom McGuire and Kyoko Nozaki and Rachel O'Reilly and Maartje Otten and Platel, \{Rachel H.\} and Adam Redfearn and Charles Romain and Matt Unthank and Ying Wang and Laihui Xiao",

year = "2026",

month = jan,

day = "1",

doi = "10.1039/D5FD90054A",

language = "English",

volume = "262",

pages = "541--552",

journal = "Faraday Discussions",

issn = "1359-6640",

publisher = "Royal Society of Chemistry",

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Advincula, R, Barber, S, Becker, M, Buchard, A, Butler, F, Chakraborty, D, Dadge, EO, Denton, EH, Hayes, W, Hughes, J, Irvine, G, Jacob, PL, Junkers, T, Kerton, FM, Lohmann, V, McGuire, T, Nozaki, K, O'Reilly, R, Otten, M, Platel, RH, Redfearn, A, Romain, C, Unthank, M, Wang, Y & Xiao, L 2026, 'Polymerisation processes and computational methods to control structure: general discussion', Faraday Discussions, vol. 262, pp. 541-552. https://doi.org/10.1039/D5FD90054A

TY - JOUR

T1 - Polymerisation processes and computational methods to control structure

T2 - general discussion

AU - Advincula, Rigoberto

AU - Barber, Sophie

AU - Becker, Matthew

AU - Buchard, Antoine

AU - Butler, Frederica

AU - Chakraborty, Debashis

AU - Dadge, Edmund O.

AU - Denton, Elliott H.

AU - Hayes, Wayne

AU - Hughes, Jack

AU - Irvine, Gavin

AU - Jacob, Philippa L.

AU - Junkers, Tanja

AU - Kerton, Francesca M.

AU - Lohmann, Victoria

AU - McGuire, Thom

AU - Nozaki, Kyoko

AU - O'Reilly, Rachel

AU - Otten, Maartje

AU - Platel, Rachel H.

AU - Redfearn, Adam

AU - Romain, Charles

AU - Unthank, Matt

AU - Wang, Ying

AU - Xiao, Laihui

PY - 2026/1/1

Y1 - 2026/1/1

KW - Self-driving labs

KW - Machine learning

KW - robotic experimentation

KW - compatibility

KW - hallucination

U2 - 10.1039/D5FD90054A

DO - 10.1039/D5FD90054A

M3 - Comment/debate

SN - 1359-6640

VL - 262

SP - 541

EP - 552

JO - Faraday Discussions

JF - Faraday Discussions

ER -