Phillip M. Maffettone

A mobile robotic chemist

Benjamin Burger, Phillip M. Maffettone, Vladimir V. Gusev et al. · Nature · 2020 · 1.4K citations · Full text

Engineering, Chemistry, Robotics Engineering +9

Combining machine learning and high-throughput experimentation to discover photocatalytically active organic molecules

Xiaobo Li, Phillip M. Maffettone, Yu Che et al. · Chemical Science · 2021 · 113 citations · Full text

Natural Sciences, Chemical Engineering, Chemistry +17

What is missing in autonomous discovery: open challenges for the community

Phillip M. Maffettone, Pascal Friederich, Sterling G. Baird et al. · Digital Discovery · 2023 · 46 citations · Full text

Computing, Autonomous Systems, Computer Science +12

Constrained non-negative matrix factorization enabling real-time insights of <i>in situ</i> and high-throughput experiments

Phillip M. Maffettone, Aidan C. Daly, Daniel Olds · Applied Physics Reviews · 2021 · 31 citations · Full text

Computing, Computer Science, Materials Science +10

Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders

Samuel C. Stanton, Wesley J. Maddox, Nate Gruver et al. · arXiv (Cornell University) · 2022 · 22 citations · Full text

Pharmacy, Bioinformatics, Drug Design +13