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Research

Below is a summary of my current research in chemical engineering and applied mathematics.

For more details on some of these topics and others, see my Prior Research (July 2008 Snapshot) taken from my former MIT math website.


Nonlinear electrokinentics

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For more information, see Nonlinear Electrokinetics @ MIT

Supported by the National Science Foundation under contract DMS-0707641.


Li-ion batteries

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The standard approach to modeling Li-ion batteries, based on porous electrode theory, assumes Butler-Volmer reaction kinetics, isotropic diffusion of intercalated ions, and an open circuit voltage (OCV) vs. composition fitted to experiments. In spite of many successes, it is not clear how to apply this approach to phase-separating materials with voltage plateaus. Certain materials of this type are promising for high power density, so a more robust model is needed for the engineering of faster charging batteries. Fundamental scientific questions about ion intercalation dynamics also remain to be answered.

We are developing a modeling framework based on statistical thermodynamics, which coherently describes the OCV, intercalation, and phase separation. The theory is based on the Cahn-Hilliard equation, where the homogeneous free energy in the Cahn-Hilliard equation is related to the OCV, and a new boundary condition is proposed for intercalation kinetics, which depends on the full chemical potential, including the gradient term. For phase-separating materials, such as LiFePO4 the model predicts various features of recent experiments: (i) the phase boundary aligns with the crystal axis of greatest lattice-mismatch strain; (ii) intercalation proceeds as a nonlinear wave along the crystal surface, filling it layer by layer; (iii) a composite electrode in the miscibility gap undergoes a ``mosaic instability'' , where reservoir crystals spontaneously phase separate and fill with ions, one by one; and (iv) ``ultrafast'' battery charging can be attained with surface coatings that distribute ions across each active crystal facet.

Battery Modeling Group

Spotlight on graduate student, Todd Ferguson

Supported by the National Science Foundation under contracts DMS-6920068 and DMS-0842504 and by the MIT Energy Initiative.


Desalination and water purification

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We are developing new electrochemical approaches to desalination, based on theory, simulations, and experiments.

Supported by MIT Energy Initiative.

Fuel cells and membranes

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Microfluidics with textured surfaces

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Failure and Lifetime Statistics

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