Tyler B. Martin

National Institute of Standards and Technology — United States

Materials Science · Physical Sciences

19h-index1.7kcitations63works4.52yr avg
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Research Topics

Polymer Surface Interaction Studies(9), Polymer crystallization and properties(7), Advanced Polymer Synthesis and Characterization(7), Polymer Nanocomposites and Properties(7), Machine Learning in Materials Science(6)

Publications62 total

Predicting Properties from Near-Infrared Spectra with Machine Learning for Improved Polyolefin Differentiation
ACS Polymers Au·2026Open Access
A Machine Learning Closure for Polymer Integral Equation Theory
arXiv (Cornell University)·2025Open Access
Event Report for “MLXN25: Machine Learning for X-Ray and Neutron Scattering”
Synchrotron Radiation News·2025
AutoSAS: A new human-aside-the-loop paradigm for automated SAS fitting for high throughput and autonomous experimentation
APL Machine Learning·2025Open Access
Effect of Ionic Liquids on the Structure of Ionomer Inks
Macromolecules·2025Open Access
AutoSAS: a new human-aside-the-loop paradigm for automated SAS fitting for high throughput and autonomous experimentation
arXiv (Cornell University)·2025Open Access
Autonomous Small-Angle Scattering for Accelerated Soft Material Formulation Optimization
Chemistry of Materials·2025· 2 citedOpen Access
Event Report for “MLXN25: Machine Learning for X-ray and Neutron Scattering”
Neutron News·2025
Dueling Robots: Concurrent, Robotic, AI-Driven SAXS and SANS to Solve Industrial Problems
Structural Dynamics·2025Open Access
Automation and Machine Learning for Accelerated Polymer Characterization and Development: Past, Potential, and a Path Forward
Macromolecules·2024· 24 cited
Correlating Near-Infrared Spectra to Bulk Properties in Polyolefins
Macromolecules·2024· 15 cited
Conceptualizing Educational Comparability in Distributed Health Professions Education: A Scoping Review
Academic Medicine·2024· 1 citedOpen Access
Small-Angle Neutron Scattering of P(NDI2OD-T2) Solutions: Importance of Network Structure for Data Interpretation and Film Morphology
Macromolecules·2024· 15 citedOpen Access
Sorting polyolefins with near-infrared spectroscopy: identification of optimal data analysis pipelines and machine learning classifiers
Digital Discovery·2024· 7 citedOpen Access
Relationship between Graft Density and the Dilute Solution Structure of Bottlebrush Polymers: An Inter-chemistry Comparison and Scaling Analysis
Macromolecules·2023· 25 cited
The autonomous formulation laboratory: automated SAXS and SANS for formulation discovery and optimization
Acta Crystallographica Section A Foundations and Advances·2023Open Access
<i>CyRSoXS</i>: a GPU-accelerated virtual instrument for polarized resonant soft X-ray scattering
Journal of Applied Crystallography·2023· 11 citedOpen Access
Correlating the diffusion of water to performance in model reverse osmosis polyamides with controlled crosslink densities
Journal of Membrane Science·2023· 15 citedOpen Access
Analysis of Flight Disruption Data to Determine Problem Areas Utilizing Database Applications
Journal of Mathematical Techniques and Computational Mathematics·2023Open Access
Analysis of Flight Disruption Data to Determine Problem Areas Utilizing Database Applications
2023Open Access
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Frequent Co-authors

Arthi Jayaraman(16), Peter A. Beaucage(12), Chad R. Snyder(6), Debra J. Audus(4), Ronald L. Jones(4), Daniel F. Sunday(4), Dean M. DeLongchamp(3), Thomas E. Gartner(3), Alice B. Chang(3), Adam B. Burns(3), Robert H. Grubbs(3), Allison Domhoff(3), Eric M. Davis(3), Bradley P. Sutliff(3), Sara V. Orski(3), Alexandros Chremos(2), Joshua E. Condon(2), Duncan R. Sutherland(2), Mayura S. Silva(2), Stephen E. Creager(2)