Concepedia

Materials Acceleration Platforms: On the way to autonomous experimentation

Martha M. Flores‐Leonar, L.M. Mejía-Mendoza, Andrés Aguilar‐Granda, Benjamín Sánchez-Lengeling, Hermann Tribukait, Carlos Amador‐Bedolla, Alán Aspuru‐Guzik

Current Opinion in Green and Sustainable Chemistry · 2020 · 164 citations · 68 references

DOI

Concepts

References

68

Stochastic gradient boosting

Jerome H. Friedman · Computational Statistics & Data Analysis · 2002 · 7.1K citations

Automatic Chemical Design Using a Data-Driven Continuous Representation of Molecules

ACS Central Science · 2018 · 3K citations · Full text

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Automatic Chemical Design Using a Data-Driven Continuous Representation of Molecules.

Rafael Gómez‐Bombarelli, Jennifer N. Wei, David Duvenaud et al. · Cambridge University Engineering Department Publications Database · 2018 · 2K citations · Full text

, , +16

Planning chemical syntheses with deep neural networks and symbolic AI

Marwin Segler, Mark P. Waller · Nature · 2018 · 1.9K citations · Full text

, , +16

A robotic platform for flow synthesis of organic compounds informed by AI planning

Connor W. Coley, Dale A. Thomas, Justin A. M. Lummiss et al. · Science · 2019 · 1.1K citations

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