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Dive into the research topics where Michael A. Webb is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
- 3 Active
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Career: Multiscale Simulation and Machine Learning for Smart Polymer Design
Webb, M. A. (PI)
NSF - National Science Foundation
1/15/23 → 12/31/27
Project: Research project
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Collaborative Research: DMREF: Machine Learning and Robotics for the Data-Driven Design of Protein-polymer Hybrid Materials
Webb, M. A. (PI)
NSF - National Science Foundation
10/1/21 → 9/30/25
Project: Research project
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Active learning of the thermodynamics-dynamics trade-off in protein condensates
An, Y., Webb, M. A. & Jacobs, W. M., Jan 2024, In: Science Advances. 10, 1, eadj2448.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
Data-Driven Design of Polymer-Based Biomaterials: High-throughput Simulation, Experimentation, and Machine Learning
Patel, R. A. & Webb, M. A., Feb 19 2024, In: ACS Applied Bio Materials. 7, 2, p. 510-527 18 p.Research output: Contribution to journal › Review article › peer-review
14 Scopus citations -
Effects of Ligand Chemistry on Ion Transport in 2D Hybrid Organic–Inorganic Perovskites
Wei, G., Kaplan, A., Zhang, H., Loo, Y. L. & Webb, M. A., 2024, (Accepted/In press) In: Advanced Energy Materials.Research output: Contribution to journal › Article › peer-review
Open Access -
Property-guided generation of complex polymer topologies using variational autoencoders
Jiang, S., Dieng, A. B. & Webb, M. A., Dec 2024, In: npj Computational Materials. 10, 1, 139.Research output: Contribution to journal › Article › peer-review
Open Access -
Thermodynamic driving forces in contact electrification between polymeric materials
Zhang, H., Sundaresan, S. & Webb, M. A., Dec 2024, In: Nature communications. 15, 1, 2616.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations