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Science acceleration and accessibility with self-driving labs

https://doi.org/10.1038/s41467-025-59231-1

Canty, Richard B; Bennett, Jeffrey A; Brown, Keith A; Buonassisi, Tonio; Kalinin, Sergei V; Kitchin, John R; Maruyama, Benji; Moore, Robert G; Schrier, Joshua; Seifrid, Martin; et al (December 2025, Nature Communications)

In the evolving landscape of scientific research, the complexity of global challenges demands innovative approaches to experimental planning and execution. Self-Driving Laboratories (SDLs) automate experimental tasks in chemical and materials sciences and the design and selection of experiments to optimize research processes and reduce material usage. This perspective explores improving access to SDLs via centralized facilities and distributed networks. We discuss the technical and collaborative challenges in realizing SDLs’ potential to enhance human–machine and human–human collaboration, ultimately fostering a more inclusive research community and facilitating previously untenable research projects.
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35+1 challenges in materials science being tackled by PIs under 35(ish) in 2023

https://doi.org/10.1016/j.matt.2023.06.046

Allen, Monica; Bediako, Kwabena; Bowman, William J.; Calabrese, Michelle; Caretta, Lucas; Cersonsky, Rose K.; Chen, Wen; Correa, Santiago; Davidson, Rachel; Dresselhaus-Marais, Leora; et al (August 2023, Matter)

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Direct Observation of the Relationship between Molecular Topology and Bulk Morphology for a π-Conjugated Material

https://doi.org/10.1021/jacs.8b13200

Seifrid, Martin T.; Reddy, G. N.; Zhou, Cheng; Chmelka, Bradley F.; Bazan, Guillermo C. (February 2019, Journal of the American Chemical Society)

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Atomic-Level Insight into the Postsynthesis Band Gap Engineering of a Lewis Base Polymer Using Lewis Acid Tris(pentafluorophenyl)borane

https://doi.org/10.1021/acs.chemmater.9b01224

Yurash, Brett; Leifert, Dirk; Reddy, G. N.; Cao, David Xi; Biberger, Simon; Brus, Viktor V.; Seifrid, Martin; Santiago, Peter J.; Köhler, Anna; Chmelka, Bradley F.; et al (May 2019, Chemistry of Materials)

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Towards understanding the doping mechanism of organic semiconductors by Lewis acids

https://doi.org/10.1038/s41563-019-0479-0

Yurash, Brett; Cao, David Xi; Brus, Viktor V.; Leifert, Dirk; Wang, Ming; Dixon, Alana; Seifrid, Martin; Mansour, Ahmed E.; Lungwitz, Dominique; Liu, Tuo; et al (December 2019, Nature Materials)
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Sizes of pure and doped helium droplets from single shot x-ray imaging

https://doi.org/10.1063/5.0080342

Tanyag, Rico Mayro; Bacellar, Camila; Pang, Weiwu; Bernando, Charles; Gomez, Luis F.; Jones, Curtis F.; Ferguson, Ken R.; Kwok, Justin; Anielski, Denis; Belkacem, Ali; et al (January 2022, The Journal of Chemical Physics)

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