Michael A. Webb

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Career: Multiscale Simulation and Machine Learning for Smart Polymer Design
Webb, M. A.
NSF - National Science Foundation
1/15/23 → 12/31/27
Project: Research project
Collaborative Research: DMREF: Machine Learning and Robotics for the Data-Driven Design of Protein-polymer Hybrid Materials
Webb, M. A.
NSF - National Science Foundation
10/1/21 → 9/30/25
Project: Research project

28 Article
4 Review article
1 Comment/debate

Molecular Dynamics Investigation of Nanoscale Hydrophobicity of Polymer Surfaces: What Makes Water Wet?
Zhang, H., Sundaresan, S. & Webb, M. A., 2023, (Accepted/In press) In: Journal of Physical Chemistry B.
Research output: Contribution to journal › Article › peer-review
Understanding the Structure and Rheology of Galactomannan Solutions with Coarse-Grained Modeling
Liang, H., Webb, M. A., Chawathe, M., Bendejacq, D. & de Pablo, J. J., Jan 10 2023, In: Macromolecules. 56, 1, p. 177-187 11 p.
Research output: Contribution to journal › Article › peer-review
Critical Percolation Threshold for Solvation-Site Connectivity in Polymer Electrolyte Mixtures
Sharon, D., Deng, C., Bennington, P., Webb, M. A., Patel, S. N., De Pablo, J. J. & Nealey, P. F., Aug 23 2022, In: Macromolecules. 55, 16, p. 7212-7221 10 p.
Research output: Contribution to journal › Article › peer-review

Open Access
Featurization strategies for polymer sequence or composition design by machine learning
Patel, R. A., Borca, C. H. & Webb, M. A., Mar 21 2022, In: Molecular Systems Design and Engineering. 7, 6, p. 661-676 16 p.
Research output: Contribution to journal › Article › peer-review
14 Scopus citations
Machine-Assisted Discovery of Chondroitinase ABC Complexes toward Sustained Neural Regeneration
Kosuri, S., Borca, C. H., Mugnier, H., Tamasi, M., Patel, R. A., Perez, I., Kumar, S., Finkel, Z., Schloss, R., Cai, L., Yarmush, M. L., Webb, M. A. & Gormley, A. J., May 18 2022, In: Advanced Healthcare Materials. 11, 10, 2102101.
Research output: Contribution to journal › Article › peer-review
15 Scopus citations

Michael A. Webb

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Career: Multiscale Simulation and Machine Learning for Smart Polymer Design

Collaborative Research: DMREF: Machine Learning and Robotics for the Data-Driven Design of Protein-polymer Hybrid Materials

Molecular Dynamics Investigation of Nanoscale Hydrophobicity of Polymer Surfaces: What Makes Water Wet?

Understanding the Structure and Rheology of Galactomannan Solutions with Coarse-Grained Modeling

Critical Percolation Threshold for Solvation-Site Connectivity in Polymer Electrolyte Mixtures

Featurization strategies for polymer sequence or composition design by machine learning

Machine-Assisted Discovery of Chondroitinase ABC Complexes toward Sustained Neural Regeneration

Michael A. Webb

Fingerprint

Network

Projects

Career: Multiscale Simulation and Machine Learning for Smart Polymer Design

Collaborative Research: DMREF: Machine Learning and Robotics for the Data-Driven Design of Protein-polymer Hybrid Materials

Research output

Molecular Dynamics Investigation of Nanoscale Hydrophobicity of Polymer Surfaces: What Makes Water Wet?

Understanding the Structure and Rheology of Galactomannan Solutions with Coarse-Grained Modeling

Critical Percolation Threshold for Solvation-Site Connectivity in Polymer Electrolyte Mixtures

Featurization strategies for polymer sequence or composition design by machine learning

Machine-Assisted Discovery of Chondroitinase ABC Complexes toward Sustained Neural Regeneration