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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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Accelerating multicomponent phase-coexistence calculations with physics-informed neural networks
Dhamankar, S., Jiang, S. & Webb, M. A., Dec 24 2024, In: Molecular Systems Design and Engineering. 10, 2, p. 89-101 13 p.Research output: Contribution to journal › Article › peer-review
Open Access -
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 Access18 Scopus citations -
Asymmetry in Polymer-Solvent Interactions Yields Complex Thermoresponsive Behavior
Dhamankar, S. & Webb, M. A., Jul 16 2024, In: ACS Macro Letters. 13, 7, p. 818-825 8 p.Research output: Contribution to journal › Article › peer-review
Open Access2 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
38 Scopus citations -
Data efficiency of classification strategies for chemical and materials design
Gallagher, Q. M. & Webb, M. A., Dec 3 2024, In: Digital Discovery. 4, 1, p. 135-148 14 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations