Data on Enzyme Activity Retention in glucose oxidase, lipase, and horseradish peroxidase

This distribution contains experimentally measured data for the extent of
retained enzyme activity post thermal stressing for three distinct
enzymes: glucose oxidase, lipase, and horseradish peroxidase. The data is
used to form conclusions and develop machine learning models as reported
in the publication "Machine Learning on a Robotic Platform for the
Design of Polymer-Protein Hybrids" by Matthew Tamasi, Roshan Patel,
Carlos Borca, Shashank Kosuri, Heloise Mugnier, Rahul Upadhya, N. Sanjeeva
Murthy, Michael Webb*, and Adam Gormley. Details regarding the
experimental protocols are reported in the aforementioned paper but are
briefly discussed in the README. Additional information and code can be
examined at https://github.com/webbtheosim/PPH_public A.J.G. acknowledges
support from the National Institutes of Health (NIH) under NIGMS MIRA
Award R35GM138296, and the National Science Foundation under DMREF Award
NSF-DMR-2118860 and CBET Award Number NSF-ENG-2009942. R.A.P., C.H.B., and
M.A.W. acknowledge support from the National Science Foundation under
DMREF Award Number NSF-DMR-2118861 as well as start-up funds from
Princeton University. M.J.T. acknowledges additional support from the
National Institutes of Health (GM135141). The training of and optimization
with machine learning models was performed with resources from Princeton
Research Computing at Princeton University, which is a consortium led by
the Princeton Institute for Computational Science and Engineering
(PICSciE) and Office of Information Technology's Research Computing.
A.J.G. and N.S.M. acknowledge James Byrnes, beamline scientist at NSLS-II
beamline 16-ID for Life Science X-ray Scattering (LiX), for his assistance
with conducting experiments at Brookhaven National Laboratory. The LiX
beamline is part of the Center for BioMolecular Structure (CBMS), which is
primarily supported by the National Institutes of Health, National
Institute of General Medical Sciences (NIGMS) through a P30 Grant
(P30GM133893), and by the DOE Office of Biological and Environmental
Research (KP1605010). LiX also received additional support from NIH Grant
S10 OD012331. As part of NSLS-II, a national user facility at Brookhaven
National Laboratory, work performed at the CBMS is supported in part by
the U.S. Department of Energy, Office of Science, Office of Basic Energy
Sciences Program under contract number DE-SC0012704.