James A. O'Brien
Associate Professor of Chemical Engineering
Our research applies thermodynamics and statistical mechanics to various
problems in materials science and chemical processes. Much of the work is carried out
by computer experiments, such as Monte Carlo simulations, either on a local workstation
or on the Cray C90 at the Pittsburgh Supercomputing Center.
We also distribute the Windows-based program
REACT! A Chemical Equilibrium Calculator, which is useful for
teaching thermodynamics and kinetics courses.
Morphology and growth phenomena Many important properties of materials are determined
by either surface or constituent particle morphology which, in turn, depend on the conditions
under which the material is manufactured. We are studying a class of computer models for
cluster growth in an ongoing project aimed at understanding how morphology develops. The
primary tool in this work is contour dynamics simulation, a boundary element method by
which we track the development of growing simulated interfaces. So far, we have
investigated the transition between reaction and diffusion control in such systems,
as well as a variant of Ostwald ripening, or coarsening.
Aerosol transport phenomena Most aerosol processes involve the use of particles
entrained in high-speed gas flows e.g., impaction separators, which exploit inertial
effects to cause a separation. For very small particles, Brownian motion is important, but
it cannot be handled easily in terms of diffusion (our usual term for equilibrium
Brownian motion), since the system is being deliberately forced out of equilibrium. We are
studying transport phenomena involving this type of particle, using nonequilibrium Brownian
dynamics simulation. Applications include optimization of the design of impactor flow fields,
and the prediction of particle deposition on surfaces (e.g., optimal design of filter
elements; environmental and physiological effects of airborne particulate pollutants).
Physical adsorption equilibria The prediction of multicomponent adsorption equilibria
on commercially useful adsorbents (e.g., microporous activated carbon) is a generally
unsolved problem, even for small gas phase molecules such as methane and carbon dioxide.
The major difficulty arises from the chemical and geometric (and hence energetic)
heterogeneity of these adsorbents. We are pursuing approaches to this problem using
molecular thermodynamics applied to single idealized pore systems (simulation and theory),
as well as pore size distribution analysis of the adsorbents.
Most recently, we have developed a new method called the multi-space adsorption model (MSAM)
for quantitative predictions of multicomponent equilibria.
This project is a collaboration with
Dr. Nigel Seaton
of the Department of Chemical Engineering at the
University of Cambridge in the UK. We also have made available a simulation-based technique for activated carbon characterization.
A computer-generated image of MCM-41, diameter 3nm, with adsorbed methane and ethane molecules.
Molecular thermodynamics of supercritical fluids Supercritical fluids offer many
important advantages as media for chemical reactions: solute diffusivities are about an
order of magnitude higher than in liquids, and solubilities are usually much higher than
in gases at comparable temperatures. Further, all of these properties are readily varied by
suitable changes in pressure. However, the fundamental physical chemistry of
supercritical fluid mixtures is not well understood. Therefore, in a collaborative
project with Department of Chemical Engineering
at the University of Colorado, we are studying molecular
interactions and clustering in supercritical fluids. The goal of the work is an increased
understanding of molecular effects in the supercritical state, with a view to exploiting
supercritical fluids as reaction media. We have already identified several key effects
which have not been adequately considered in the existing literature of the field.
Our tools in this work include various types of thermodynamic simulation such Monte Carlo,
molecular dynamics and equilibrium Brownian dynamics. These are supplemented with the more
traditional statistical mechanical integral equation theories. The simulations and modeling
assist the interpretation of the primary experimental data measured in Randolph’s lab using
electron paramagnetic resonance (EPR) spectroscopy.
Selected Publications
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J.A. O'Brien, "Brownian Dynamics Simulation of Very Small Particles---Point Source in Uniform Flow," J. Coll. Interface Sci., 134, 497 (1990).
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T.H. Wong and J.A. O'Brien, "Simulation Studies of Diffusion-Limited Coarsening in Two Dimensions," AIChE J., 37, 1053 (1991).
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J.A. O'Brien, "On the Gas-Solid Virial Coefficient for Heterogeneous Surfaces," J Coll. Interface Sci., 149, 596 (1992).
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J.A. O’Brien, T.W. Randolph, C. Carlier and S. Ganapathy, "Quasicritical Behavior of Dense-Gas Solvent-Solute Clusters at Near-Infinite Dilution," AIChE J, 39, 1061 (1993).
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T.W. Randolph, J.A. O’Brien and S. Ganapathy, "Does Critical Clustering Affect Reaction Rate Constants? Molecular Dynamics Studies in Pure Supercritical Fluids," J. Phys. Chem, 98, 4173 (1994).
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V.Yu. Gusev, J.A. O'Brien, C.R.C. Jensen and N.A. Seaton, "Theory for Multicomponent Adsorption Equilibrium: Multispace Adsorption Model," AIChE J., 42, 2773 (1996).
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C.R.C. Jensen, N.A. Seaton, V.Yu. Gusev and J.A. O'Brien, "Prediction of Multicomponent Adsorption Equilibrium Using a New Model of Adsorbed Phase Nonideality," Langmuir, 13, 1205 (1997).
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V.Yu. Gusev, J.A. O'Brien and N.A. Seaton, "A Self-Consistent Method for Characterization of Activated Carbons Using Supercritical Adsorption and Grand Canonical Monte Carlo Simulations," Langmuir, 13, 2815 (1997).
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V.Yu. Gusev and J.A. O'Brien, "Can Molecular Simulations Be Used To Predict Adsorption on Activated Carbons?" Langmuir, 13, 2822 (1997).