Constrained non-negative matrix factorization enabling real-time insights of $\text{in situ}$ 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,…