Phillip M. Maffettone

activity

20182025

most citedCrystallography companion agent for high-throughput materials discovery

100 citations · 191 across the 11 of their papers we have counts for

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physics.app-ph2025

A modular framework for collaborative human-AI, multi-modal and multi-beamline synchrotron experiments

Adam A. Corrao, Phillip M. Maffettone, Bruce Ravel +5

High-throughput materials discovery and studies of complex functional materials increasingly rely on multi-modal characterization performed at synchrotron light sources. However, m…

physics.app-ph2021★ 32 cited

Constrained non-negative matrix factorization enabling real-time insights of $in situ$ and high-throughput experiments

Phillip M. Maffettone, Aidan C. Daly, Daniel Olds

Non-negative Matrix Factorization (NMF) methods offer an appealing unsupervised learning method for real-time analysis of streaming spectral data in time-sensitive data collection,…

A modular framework for collaborative human-AI, multi-modal and multi-beamline synchrotron experiments

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

Constrained non-negative matrix factorization enabling real-time insights of $in situ$ and high-throughput experiments