Michael A Webb

Affiliations: 
Princeton University, Princeton, NJ 
Area:
Theory, computation, and design of soft materials
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"Michael Webb"
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Parents

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Berend Smit research assistant 2011-2011 UC Berkeley College of Chemistry
Thomas F. Miller grad student 2011-2016 Caltech
Juan  J. de Pablo post-doc 2016-2019 Chicago
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Publications

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Patel RA, Webb MA. (2023) Data-Driven Design of Polymer-Based Biomaterials: High-throughput Simulation, Experimentation, and Machine Learning. Acs Applied Bio Materials
Tamasi MJ, Patel RA, Borca CH, et al. (2022) Machine Learning on a Robotic Platform for the Design of Polymer-Protein Hybrids. Advanced Materials (Deerfield Beach, Fla.). e2201809
Kosuri S, Borca CH, Mugnier H, et al. (2022) Machine-Assisted Discovery of Chondroitinase ABC Complexes toward Sustained Neural Regeneration. Advanced Healthcare Materials. e2102101
Sharon D, Bennington P, Webb MA, et al. (2021) Molecular Level Differences in Ionic Solvation and Transport Behavior in Ethylene Oxide-Based Homopolymer and Block Copolymer Electrolytes. Journal of the American Chemical Society
Webb MA, Jackson NE, Gil PS, et al. (2020) Targeted sequence design within the coarse-grained polymer genome. Science Advances. 6
Sharon D, Bennington P, Dolejsi M, et al. (2020) Intrinsic Ion Transport Properties of Block Copolymer Electrolytes. Acs Nano
Chu W, Webb MA, Deng C, et al. (2020) Understanding Ion Mobility in P2VP/NMP+I– Polymer Electrolytes: A Combined Simulation and Experimental Study Macromolecules. 53: 2783-2792
Jackson NE, Bowen AS, Antony LW, et al. (2019) Electronic structure at coarse-grained resolutions from supervised machine learning. Science Advances. 5: eaav1190
Eldridge DL, Korol R, Lloyd MK, et al. (2019) Comparison of Experimental vs Theoretical Abundances of 13CH3D and 12CH2D2 for Isotopically Equilibrated Systems from 1 to 500 °C Acs Earth and Space Chemistry. 3: 2747-2764
Jackson NE, Webb MA, de Pablo JJ. (2019) Recent advances in machine learning towards multiscale soft materials design Current Opinion in Chemical Engineering. 23: 106-114
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