Janna Maranas Research Group





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Publication highlights
[More publications...]

Review article on polymer blend dynamics [link]

Interaction of peptides with inorganic surfaces [link]

A new motion in solid polymer electrolytes [link]




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Research Areas

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Effect of nanofillers on the conductivity of solid polymer electrolytes

Polymer Electrolytes

The Structure of Plant Cell Wall & Cellulose

Computational Modeling of Electrochemical Interfaces

Biomimetic Desalination Membranes

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Several of our projects involve collaborative research. Find out more about the brilliant minds we collaborate with.

 

Effect of nanofillers on the conductivity of solid polymer electrolytes
Pengfei Zhan, Dan Ye

Solid polymer electrolytes (SPEs) consist of a polymer host with dissolved lithium salts. Li+ ions transport through the polymer matrix via a combination of hopping and segmental motion of PEO. These electrolytes can replace the volatile, toxic and flammable liquid electrolytes currently used in commercial Li-ion batteries. SPEs reduce dendrite formation and enable use of high energy density lithium metal anode. SPEs have applications in a wide range of devices including electronics, hybrid electric vehicles, medical implant devices, and for storing power generated from alternate energy devices such as solar cells.
Despite their advantages they suffer from low room-temperature ionic conductivities. Addition of ceramic nanoparticles enhances ion conduction. The mechanism for this is not understood by the scientific community. The aim of my project is to understand this mechanism and determine ways that provide further conductivity enhancements. We tune the surface chemistry of the ceramic nanofillers and correlate the change in ionic conductivity to factors that affect lithium ion conduction in an unfilled electrolyte (thermal properties, PEO segmental dynamics, and morphology). We propose that lithium-transporting tunnels assemble on the surface of nanoparticles, enhancing conduction. To further exploit this mechanism we increased the aspect ratio of the particles by a factor of 100 and obtained a five-fold increase in ion conduction at room temperature. We are exploring the effect of surface chemistry and nanoparticle aspect ratio on this mechanism.

Conductivity vs T

The composition and surface chemistry dependence of conductivity. The y--axis % increase in conductivity is taken with respect to the unfilled electrolyte. Acidic filler: red and neutral filler: cyan. % Increase in conductivity with respect to the unfilled sample for both filler types as a function of EO/Li and temperature. 5 wt% filler gives maximum conductivity enhancement with both surface chemistries.

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Polymer Electrolytes
David W. Caldwell II, Keran Lu

ion_conduction Molecular dynamics is a powerful tool for probing properties of materials that are difficult to study through experimental techniques. One such phenomenon is ion conduction in these materials occurs through opportunistic hopping from one solvation site to another in the polymer host. We use atomistic molecular dynamics to probe ion behaviour in a PEO-based ionomer. ion_conduction In particular, we I working towards identifying the conductions upon which a new "super-ionic" conduction mechanism utilizing ion aggregations.

We are using also coarse-grained technique to understand the behaviour of ion aggregation. In our approach polymer is implicitly represented, such that our simulation has only ions. There ions interact as if polymer were present.
We find from our simulation that our aggregates are string-like random-walks of ions. In general, ions have two oppositely charged neighbours but there are instances of ions which have an extra, third neighbour. We find that these extra ions can "pinball"charge down an ion chain, transfering charge a greater distance than the motion of any particular ion. This may be the mechanism behind the superionic phenomenon found in atomistic simulations.

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The Structure of Plant Cell Wall & Cellulose
Shih-Chun Huang, Bingxin Fan, Margaret Kowalik

Plant cell walls play vital roles in plant morphogenesis, cell expansion and intercellular transportation. To understand the biological functions better, we systematically investigate the structures and dynamics inside the cell wall. Structurally, cell wall is composed of several biopolymers, including cellulose (~30%), hemicelluloses (~30%) and pectins (~40%). The biopolymers interact and compose a thin cell wall, which provides the mechanical strength of plant.
chih_chun_project There are several wall models that present how the biopolymers are arranged in cell wall, but none of them have direct evidence. We performed small angle neutron scattering (SANS) on near-native plant cell walls, which allows us determine the structure of each biopolymer in the wall. The figure above represents what we found with our SANS experiments. To complement SANS, we use quasi-elastic neutron scattering (QENS) to investigate the mobility of water and biopolymers in the cell wall. We found the key factor determining the dynamics of the entire cell wall is the water content and the extent of biopolymer cross-linking. Also, water above cellulose could be divided into 2 layers as shown in figure below.


We also use simulation techniques (both atomistic and coarse-grained) to develop a better understanding of each structural component and aiming to build a model that describes the load-bearing network of primary cell wall. By increasing our fundamental knowledge of the physical structure of cell walls, we provide a scientific basis for improved methods of converting biomass into transportation fuels.

bingxin_project Coarse-grained simulation snapshots of 100-400 glucose-units long cellulose microfibrils.



Many important features of plant cell walls are at meso-scale (10 nm - 1μm) and chemical analysis using existing experimental tools is challenging. We proposed a coarse-grained model of primary plant cell wall that incorporates relevant physical wall components (for example cellulose microfibrils, hemicellulose in different configurations and pectin/water gels), yet is coarse enough to evaluate mechanical properties. The usefulness of such a model is to learn the controlling factors for experimental observations. This model can return the interaction strengths required to match mechanical data.

margaret_project A schematic representation of the coarse-grained beads in a model of primary plant cell wall and a simulation snapshot of the proposed Mesoscale Model.


For more information visit www.lignocellulose.org

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Computational Modeling of Electrochemical Interfaces
Sneha Akhade
Co-advised by Mike Janik

In the design and functionality of devices such as proton exchange membrane fuel cells (PEMFCs), the interaction between the electrode and electrolyte plays a critical role. It is at the electrode surface that the desired reactions, such as the oxygen reduction reaction (ORR), take place. Transport of reactive species to the surface and the overall reactions kinetics are greatly affected by the interfacial structure. However, there has been little research conducted in understanding the structure of this interface, and how it reacts to different environmental conditions. In our group, we are combining classical molecular dynamics (MD) simulations using a reactive force-field (Charge Optimized Many Body COMB potentials) with quantum mechanical (QM) calculations to elucidate this structure. The goal is to design a new simulation technique capable of analyzing the important phenomena at electrochemical interfaces, such as chemical reactions, potential distribution and charge polarizability. With this understanding, reactions such as the ORR in PEMFCs can be analyzed more completely and experimental conditions can be suggested from a more fundamental standpoint. This research project has been supported by the National Science Foundation and is conducted in collaboration with the Mike Janik Research Groupand Susan Sinnott Research Group.

Computation Research

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Biomimetic Desalination Membranes
Ben Schantz, Margaret Kowalik

Co-advised by Manish Kumar

Desalination has become an increasingly important way to provide potable water in dry or populous coastal regions. Membranes employing trans-membrane channel proteins could be substantially more permeable than current reverse-osmosis membranes, and achieve the same flux with less energy input. Bilayers created through self-assembly of block copolymers can incorporate these proteins and become efficient reverse-osmosis membranes.
Neutron scattering is used in conjunction with coarse-grained molecular dynamics to study the properties of these novel membranes. Neutron scattering can measure amphiphile block dimensions, probe polymer-protein aggregation kinetics, and corroborate coarse-grained simulation results.

ben_project

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Department of Chemical Engineering, The Pennsylvania State University