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Automation and data-driven design of polymer therapeutics
Rahul Upadhya
, Shashank Kosuri
, Matthew Tamasi
, Travis A. Meyer
, Supriya Atta
,
Michael A. Webb
, Adam J. Gormley
Chemical & Biological Engineering
Research output
:
Contribution to journal
›
Review article
›
peer-review
94
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Scopus citations
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Keyphrases
Machine Learning
100%
Drug Delivery
100%
Artificial Intelligence
100%
High-throughput Screening
100%
Polymer Therapeutics
100%
Learning Intelligence
100%
Data-driven Design
100%
Combinatorial Library
50%
High-level Synthesis
50%
High-throughput
50%
Reaction Conditions
50%
State-of-the-art Research
50%
Polymerization Reaction
50%
Organic Synthesis
50%
Drug Delivery Applications
50%
Valency
50%
Controlled Radical Polymerization
50%
Biological Significance
50%
Drug Design
50%
Big Data Approach
50%
Closed-loop Design
50%
Disruptive Technology
50%
Polymerization Process
50%
Small-molecule Drug Discovery
50%
Design Synthesis
50%
Gene Delivery
50%
Quantitative Structure-property Relationship
50%
Structural Landscape
50%
Length Composition
50%
Antimicrobial Polymers
50%
Biomaterial Applications
50%
Bioactive Polymers
50%
Design-Build-Test-Learn
50%
Design Researchers
50%
Experimental Efficiency
50%
Intelligent Data
50%
Composition Architecture
50%
Radical Rings
50%
Well Plate
50%
Data-driven Development
50%
Polymer-based
50%
Ring-opening Polymerization
50%
Therapeutic Community
50%
Air Tolerance
50%
Fishing Expeditions
50%
Chemistry
Drug Delivery System
100%
Drug Delivery
100%
High Throughput Screening
66%
Polymerization
33%
Combinatorial Library
33%
Polymerization Reaction
33%
Drug Discovery
33%
Radical Polimerization
33%
Biomaterial
33%
QSPR Study
33%
Ring Opening Polymerisation
33%
Inert Reaction
33%
Pharmacology, Toxicology and Pharmaceutical Science
High-Throughput Screening
100%
Combinatorial Library
50%
Antiinfective Agent
50%
Drug Development
50%
Drug Discovery
50%
Polymerization Reaction
50%
Gene Delivery
50%
Ring-Opening Polymerization
50%
Biomaterial
50%
Material Science
Polymer
100%
Drug Delivery System
75%
Drug Delivery
75%
Polymerization
50%
Biomaterial
25%
Free Radical Polymerization
25%
Structural Polymer
25%
Ring Opening Polymerization
25%
Antimicrobial Polymer
25%
Structure-Property Relationship
25%