Search Results - "Martin, Tyler B."

Emerging Trends in Machine Learning: A Polymer Perspective by Martin, Tyler B., Audus, Debra J.

“…In the last five years, there has been tremendous growth in machine learning and artificial intelligence as applied to polymer science. Here, we highlight the…”
Get full text

Wetting–Dewetting and Dispersion–Aggregation Transitions Are Distinct for Polymer Grafted Nanoparticles in Chemically Dissimilar Polymer Matrix by Martin, Tyler B, Mongcopa, Katrina Irene S, Ashkar, Rana, Butler, Paul, Krishnamoorti, Ramanan, Jayaraman, Arthi

“…Simulations and experiments are conducted on mixtures containing polymer grafted nanoparticles in a chemically distinct polymer matrix, where the graft and…”
Get full text

Polydispersity for tuning the potential of mean force between polymer grafted nanoparticles in a polymer matrix by Martin, Tyler B, Dodd, Paul M, Jayaraman, Arthi

“…We present an integrated theory and simulation study of polydisperse polymer grafted nanoparticles in a polymer matrix to demonstrate the effect of…”
Get full text

Using Theory and Simulations To Calculate Effective Interactions in Polymer Nanocomposites with Polymer-Grafted Nanoparticles by Martin, Tyler B, Jayaraman, Arthi

“…Using theory and large-scale simulations, we demonstrate how one can program structure and thermodynamics into polymer-grafted particles filled polymer…”
Get full text

Identifying the Ideal Characteristics of the Grafted Polymer Chain Length Distribution for Maximizing Dispersion of Polymer Grafted Nanoparticles in a Polymer Matrix by Martin, Tyler B, Jayaraman, Arthi

“…We investigate, using theory and simulations, the role of the short and long grafted chains in polydisperse polymer grafted nanoparticles in stabilizing…”
Get full text

Effect of Polymer Architecture on the Structure and Interactions of Polymer Grafted Particles: Theory and Simulations by Modica, Kevin J, Martin, Tyler B, Jayaraman, Arthi

“…We use Langevin dynamics simulations and Polymer Reference Interaction Site Model (PRISM) theory to study polymer grafted nanoparticles specifically to explain…”
Get full text

Bottlebrush polymers in the melt and polyelectrolytes in solution share common structural features by Sarapas, Joel M., Martin, Tyler B., Chremos, Alexandros, Douglas, Jack F., Beers, Kathryn L.

“…Uncharged bottlebrush polymer melts and highly charged polyelectrolytes in solution exhibit correlation peaks in scattering measurements and simulations. Given…”
Get full text

Effect of matrix bidispersity on the morphology of polymer-grafted nanoparticle-filled polymer nanocomposites by Martin, Tyler B., Jayaraman, Arthi

“…ABSTRACT We present a simulation study showing the effect of bidispersity in matrix homopolymer length on the wetting/dewetting of homopolymer‐grafted…”
Get full text

pyPRISM: A Computational Tool for Liquid-State Theory Calculations of Macromolecular Materials by Martin, Tyler B, Gartner, Thomas E, Jones, Ronald L, Snyder, Chad R, Jayaraman, Arthi

“…The Polymer Reference Interaction Site Model (PRISM) theory describes the equilibrium spatial correlations of liquid-like polymer systems including melts,…”
Get full text

Concentration Dependence of the Size and Symmetry of a Bottlebrush Polymer in a Good Solvent by Sunday, Daniel F, Chremos, Alexandros, Martin, Tyler B, Chang, Alice B, Burns, Adam B, Grubbs, Robert H

“…Bottlebrush polymers consist of a linear backbone with densely grafted side chains which impact the rigidity of the molecule. The persistence length of the…”
Get full text

Decreasing Polymer Flexibility Improves Wetting and Dispersion of Polymer-Grafted Particles in a Chemically Identical Polymer Matrix by Lin, Brandon, Martin, Tyler B, Jayaraman, Arthi

“…We present a molecular dynamics simulation study of nanocomposites containing homopolymer-grafted particles in a homopolymer matrix, where the graft and matrix…”
Get full text

Correlating the diffusion of water to performance in model reverse osmosis polyamides with controlled crosslink densities by Witherspoon, Velencia J., Ito, Kanae, Snyder, Chad R., Tyagi, Madhusudan, Martin, Tyler B., Beaucage, Peter A., Nieuwendaal, Ryan C., Vallery, Richard S., Gidley, David W., Wilbur, Jeffrey D., Welsh, Dean, Stafford, Christopher M., Soles, Christopher L.

“…We systematically reduce the crosslink density of a PA network based on m-phenylene diamine by substituting a fraction of the trifunctional trimesoyl chloride…”
Get full text

CyRSoXS: a GPU‐accelerated virtual instrument for polarized resonant soft X‐ray scattering by Saurabh, Kumar, Dudenas, Peter J., Gann, Eliot, Reynolds, Veronica G., Mukherjee, Subhrangsu, Sunday, Daniel, Martin, Tyler B., Beaucage, Peter A., Chabinyc, Michael L., DeLongchamp, Dean M., Krishnamurthy, Adarsh, Ganapathysubramanian, Baskar

“…Polarized resonant soft X‐ray scattering (P‐RSoXS) has emerged as a powerful synchrotron‐based tool that combines the principles of X‐ray scattering and X‐ray…”
Get full text

Leveraging Nanoparticle Dispersion State To Tune Vanadium Ion Selectivity of Nanophase-Segregated Ionomer Nanocomposites for Redox Flow Batteries by Domhoff, Allison, Balwani, Apoorv, Martin, Tyler B, Davis, Eric M

“…Ionomer nanocomposites provide a promising solution to address ion crossover issues inherent to traditional ion-containing membranes used in batteries for…”
Get full text

Addressing the challenges of modeling the scattering from bottlebrush polymers in solution by Sunday, Daniel F., Martin, Tyler B., Chang, Alice B., Burns, Adam B., Grubbs, Robert H.

“…Small‐angle scattering measurements of complex macromolecules in solution are used to establish relationships between chemical structure and conformational…”
Get full text

The Autonomous Formulation Laboratory: An Open Liquid Handling Platform for Formulation Discovery Using X‑ray and Neutron Scattering by Beaucage, Peter A., Martin, Tyler B.

“…The application of machine learning techniques to X-ray scattering experiments has been of significant recent interest, offering advances in areas such as the…”
Get full text

Automation and Machine Learning for Accelerated Polymer Characterization and Development: Past, Potential, and a Path Forward by Beaucage, Peter A., Sutherland, Duncan R., Martin, Tyler B.

“…Automation and machine learning techniques are poised to dramatically accelerate the development of new materials while simultaneously increasing our…”
Get full text

The autonomous formulation laboratory: automated SAXS and SANS for formulation discovery and optimization by Beaucage, Peter A., Martin, Tyler B.

“…Abstract only…”
Get full text

Relationship between Graft Density and the Dilute Solution Structure of Bottlebrush Polymers: An Inter-chemistry Comparison and Scaling Analysis by Sunday, Daniel F., Burns, Adam B., Martin, Tyler B., Chang, Alice B., Grubbs, Robert H.

“…Bottlebrush polymers are an important class of materials which consist of side chains grafted along a linear backbone. There has been a significant effort to…”
Get full text

The nSoft Autonomous Formulation Laboratory: SANS/SAXS/WAXS liquid handling for industrial formulation discovery by Beaucage, Peter A., Martin, Tyler B.

“…Abstract only…”
Get full text