Arthi Jayaraman

DuPont (United States) — United States

Chemistry · Physical Sciences

38h-index4.9kcitations239works4.02yr avg
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Research Topics

Advanced Polymer Synthesis and Characterization(48), Block Copolymer Self-Assembly(36), Machine Learning in Materials Science(35), Polymer Nanocomposites and Properties(34), Polymer crystallization and properties(28)

Publications239 total

Tutorial: Machine-Learning-Based CREASE-2D Analysis of 2D SAXS Profiles to Characterize Anisotropic Nanostructures in Soft Materials
ACS Measurement Science Au·2025Open Access
Enhanced Diffusion and Retention of Proteoglycan Replacements in Cartilage through Thermoresponsive Polyelectrolytes
Macromolecules·2025
PMSE Centennial: Celebration of Success and New Frontiers in Polymer Materials Science and Engineering
ACS Macro Letters·2025· 2 citedOpen Access
Interdisciplinary Polymer and Data Science Graduate Training by Bringing Industry Relevant Problems into the Classroom
Macromolecules·2025Open Access
Quantifying dispersity in size and shape of nanoparticles from small-angle scattering data using machine learning based CREASE
Journal of Applied Crystallography·2025· 3 cited
Effect of Methylcellulose Chain Design on Gelation and Fibril Structure Using Coarse-Grained Modeling
Chemistry of Materials·2025
Inverse Design of Block Polymer Materials with Desired Nanoscale Structure and Macroscale Properties
JACS Au·2025· 8 citedOpen Access
Effect of Nanoparticle Distribution on Photothermal Absorption in Binary Mixtures of Colloidal Supraballs
Advanced Photonics Research·2025Open Access
CREASE-2D Analysis of Small Angle X-ray Scattering Data from Supramolecular Dipeptide Systems
arXiv (Cornell University)·2025Open Access
Towards MatCore: A Unified Metadata Standard for Materials Science
arXiv (Cornell University)·2025Open Access
Machine Learning for Identifying Grain Boundaries in Scanning Electron Microscopy (SEM) Images of Nanoparticle Superlattices
arXiv (Cornell University)·2025Open Access
Coarse-grained molecular dynamics simulations of mixtures of polysulfamides
RSC Applied Polymers·2025· 1 citedOpen Access
Towards MatCore: A Unified Metadata Standard for Materials Science
Communications in computer and information science·2025· 1 cited
Author response for "Machine Learning for Analyzing Atomic Force Microscopy (AFM) Images Generated from Polymer Blends"
2024
Machine Learning for Analyzing Atomic Force Microscopy (AFM) Images Generated from Polymer Blends
arXiv (Cornell University)·2024Open Access
Connecting Features of Ionomer Scattering Profiles to the Real-Space Structural Features of Ionomer Domains
Macromolecules·2024· 5 cited
Convergence of Artificial Intelligence, Machine Learning, Cheminformatics, and Polymer Science in <i>Macromolecules</i>
Macromolecules·2024· 20 citedOpen Access
Machine Learning for Analysis of Structural Characterization
2024· 1 cited
Challenges and Barriers to Data-Driven Formulation Design and Characterization
2024
Machine learning for analyses and automation of structural characterization of polymer materials
Progress in Polymer Science·2024· 30 citedOpen Access
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Frequent Co-authors

Tyler B. Martin(10), Kenneth S. Schweizer(5), Michiel G. Wessels(4), Thomas E. Gartner(3), Robert M. Elder(3), Eric Jankowski(3), Hilary S. Marsh(3), Nitish Nair(3), Carol K. Hall(3), Jan Genzer(3), Wei Cao(2), Xuhao Zhou(2), Naneki C. McCallum(2), Ziying Hu(2), Utkarsh Kapoor(2), Christian M. Heil(2), Ali Dhinojwala(2), Matthew D. Shawkey(2), Nathan C. Gianneschi(2), Paul M. Dodd(2)