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Machine Learning on a Robotic Platform for the Design of Polymer-Protein Hybrids

Matthew Tamasi, Roshan Patel, Carlos Borca, Shashank Kosuri, Heloise Mugnier, Rahul Upadhya, N. Sanjeeva Murthy, Michael Webb, Adam Gormley

Version 1 posted 24 January 2022

889

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Materials Science

Working Paper

Featurization Strategies for Polymer Sequence or Composition Design by Machine Learning

Roshan Patel, Carlos Borca, Michael Webb

Version 2 posted 17 February 2022

1,315

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Biological and Medicinal Chemistry

Working Paper

Membrane fusion mediated by non-covalent binding of re-engineered cholera toxin assemblies to glycolipids

Sarah Wehrum, Daniel J Williamson, Lina Siukstaite, Thomas R Branson, Taras Sych, Josef Madl, Gemma C Wildsmith, Wenyue Dai, James F Ross, Maren Thomsen, Michael E Webb, Winfried Römer, W Bruce Turnbull

Version 1 posted 16 July 2021

349

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1

Citations

Materials Science

Working Paper

Property-Guided Generation of Complex Polymer Topologies Using Variational Autoencoders

Shengli Jiang, Adji Bousso Dieng, Michael Webb

Version 1 posted 20 February 2024

738

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Polymer Science

Working Paper

Sequence Patterning, Topology, and Morphology in Single-chain Nanoparticles: Insights from Graph Theory and Machine Learning

Roshan Patel, Sophia Colmenares, Michael Webb

Version 2 posted 25 April 2023

372

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Biological and Medicinal Chemistry

Working Paper

Sortase-Modified Cholera Toxoids Show Specific Golgi Localization

Darren Machin, Daniel Williamson, Peter Fisher, victoria miller, Gemma Wildsmith, James Ross, Christopher Wasson, Andrew MacDonald, Benjamin I. Andrews, Daniel Ungar, W. Bruce Turnbull, Michael Webb

Version 1 posted 29 July 2019

707

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3

Citations

Materials Chemistry

Working Paper

Modular Functionalization of Metal-Organic Frameworks for Nitrogen Recovery from Fresh Urine

Lei Guo, Yi Zhang, Silvio Osella, Samuel M. Webb, Xue-jing Yang, William A. Goddard III, Michael R. Hoffmann

Version 1 posted 23 June 2023

332

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Theoretical and Computational Chemistry

Working Paper

Topology Automated Force-Field Interactions (TAFFI): A Framework for Developing Transferable Force-Fields

bumjoon seo, Zih-Yu Lin, Qiyuan Zhao, Michael Webb, Brett Savoie

Version 1 posted 05 May 2021

652

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Chemical Engineering and Industrial Chemistry

Working Paper

Molecular Interactions Underlying Dissolution Trends in Cannabidiol-Polymer Amorphous Solid Dispersions

Baris Ugur, Nicholas Caggiano, Stephanie Monson, Alexander Bechtold, Yejoon Seo, Robert Prud'homme, Rodney Priestley, Michael Webb

Version 1 posted 09 July 2024

148

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Organic Chemistry

Working Paper

A ‘glyco-fluorine’ code revealing differential recognition by glycan binding partners

Kristian Hollingsworth, Antonio Di Maio, Sarah-Jane Richards, Jean-Baptiste Vendeville, David E. Wheatley, Claire E. Council, Tessa Keenan, Helene Ledru, Harriet Chidwick, Huang Kun, Fabio Parmeggiani, Andrea Marchesi, Wengang Chai, Ryan McBerney, Tomasz P. Kaminski, Matthew R. Balmforth, Alexandra Tamasanu, Simon Charnock, Stuart L. Warriner, Michael E. Webb, Martin A. Fascione, Sabine Flitsch, M. Carmen Galan, Ten Feizi, Matthew I. Gibson, Yan Liu, W. Bruce Turnbull, Bruno Linclau

Version 1 posted 10 July 2023

638

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Refine Search

19 results in Michael Webb in Authors: Michael Webb

Machine Learning on a Robotic Platform for the Design of Polymer-Protein Hybrids

Featurization Strategies for Polymer Sequence or Composition Design by Machine Learning

Membrane fusion mediated by non-covalent binding of re-engineered cholera toxin assemblies to glycolipids

Property-Guided Generation of Complex Polymer Topologies Using Variational Autoencoders

Sequence Patterning, Topology, and Morphology in Single-chain Nanoparticles: Insights from Graph Theory and Machine Learning

Sortase-Modified Cholera Toxoids Show Specific Golgi Localization

Modular Functionalization of Metal-Organic Frameworks for Nitrogen Recovery from Fresh Urine

Topology Automated Force-Field Interactions (TAFFI): A Framework for Developing Transferable Force-Fields

Molecular Interactions Underlying Dissolution Trends in Cannabidiol-Polymer Amorphous Solid Dispersions

A ‘glyco-fluorine’ code revealing differential recognition by glycan binding partners

19 results in Authors: Michael Webb