Sanket Kadulkar
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View article: Multiscale modeling of solute diffusion in triblock copolymer membranes
Multiscale modeling of solute diffusion in triblock copolymer membranes Open
We develop a multiscale simulation model for diffusion of solutes through porous triblock copolymer membranes. The approach combines two techniques: self-consistent field theory (SCFT) to predict the structure of the self-assembled, solvat…
View article: Depletion-Driven Assembly of Polymer-Coated Nanocrystals
Depletion-Driven Assembly of Polymer-Coated Nanocrystals Open
Depletion-driven assembly has been widely studied for micron-sized colloids, but questions remain at the nanoscale where the governing physics are impacted by stabilizing surface ligands or wrapping polymers, whose dimensions are similar t…
View article: Impact of Ion–Ion Correlated Motion on Salt Transport in Solvated Ion Exchange Membranes
Impact of Ion–Ion Correlated Motion on Salt Transport in Solvated Ion Exchange Membranes Open
The influence of dynamical ion-ion correlations and ion pairing on salt transport in ion exchange membranes remain poorly understood. In this study, we use the framework of Onsager transport coefficients within atomistic molecular dynamics…
View article: Multiscale modeling of solute diffusion in triblock copolymer membranes
Multiscale modeling of solute diffusion in triblock copolymer membranes Open
We develop a multiscale simulation model for diffusion of solutes through porous triblock copolymer membranes. The approach combines two techniques: self-consistent field theory (SCFT) to predict the structure of the self-assembled, solvat…
View article: Depletion-driven assembly of polymer-coated nanocrystals
Depletion-driven assembly of polymer-coated nanocrystals Open
Depletion-driven assembly has been widely studied for micron-sized colloids, but questions remain at the nanoscale where the governing physics are impacted by the stabilizing surface ligands or wrapping polymers, whose length scales are on…
View article: Machine Learning–Assisted Design of Material Properties
Machine Learning–Assisted Design of Material Properties Open
Designing functional materials requires a deep search through multidimensional spaces for system parameters that yield desirable material properties. For cases where conventional parameter sweeps or trial-and-error sampling are impractical…
View article: Prediction and Optimization of Ion Transport Characteristics in Nanoparticle-Based Electrolytes Using Convolutional Neural Networks
Prediction and Optimization of Ion Transport Characteristics in Nanoparticle-Based Electrolytes Using Convolutional Neural Networks Open
We develop a convolutional neural network (CNN) model to predict the diffusivity of cations in nanoparticle-based electrolytes, and use it to identify the characteristics of morphologies which exhibit optimal transport properties. The grou…
View article: Prediction and Optimization of Ion Transport Characteristics in Nanoparticle-Based Electrolytes Using Convolutional Neural Networks
Prediction and Optimization of Ion Transport Characteristics in Nanoparticle-Based Electrolytes Using Convolutional Neural Networks Open
We develop a convolutional neural network (CNN) model to predict the diffusivity of cations in nanoparticle-based electrolytes, and use it to identify the characteristics of morphologies which exhibit optimal transport properties. The grou…
View article: Transport Mechanisms Underlying Ionic Conductivity in Nanoparticle-Based Single-Ion Electrolytes
Transport Mechanisms Underlying Ionic Conductivity in Nanoparticle-Based Single-Ion Electrolytes Open
Recent studies have demonstrated the potential of nanoparticle-based single-ion conductors as battery electrolytes. In this work, we introduce a coarse-grained multiscale simulation approach to identify the mechanisms underlying the ion mo…
View article: Transport Mechanisms Underlying Ionic Conductivity in Nanoparticle-Based Single-Ion Electrolytes
Transport Mechanisms Underlying Ionic Conductivity in Nanoparticle-Based Single-Ion Electrolytes Open
Recent studies have demonstrated the potential of nanoparticle-based single-ion conductors as battery electrolytes. In this work, we introduce a coarse-grained multiscale simulation approach to identify the mechanisms underlying the ion mo…
View article: Transport Mechanisms Underlying Ionic Conductivity in Nanoparticle-Based Single-Ion Electrolytes
Transport Mechanisms Underlying Ionic Conductivity in Nanoparticle-Based Single-Ion Electrolytes Open
Recent studies have demonstrated the potential of nanoparticle-based single-ion conductors as battery electrolytes. In this work, we introduce a coarse-grained multiscale simulation approach to identify the mechanisms underlying the ion mo…
View article: Erratum: “Influence of morphology of colloidal nanoparticle gels on ion transport and rheology” [J. Chem. Phys. 150, 214903 (2019)]
Erratum: “Influence of morphology of colloidal nanoparticle gels on ion transport and rheology” [J. Chem. Phys. 150, 214903 (2019)] Open
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