An overview of spatial microscopic and accelerated kinetic Monte Carlo methods

A Chatterjee, DG Vlachos - Journal of computer-aided materials design, 2007 - Springer
The microscopic spatial kinetic Monte Carlo (KMC) method has been employed extensively
in materials modeling. In this review paper, we focus on different traditional and multiscale …

A review of multiscale analysis: examples from systems biology, materials engineering, and other fluid–surface interacting systems

DG Vlachos - Advances in Chemical Engineering, 2005 - Elsevier
Multiscale simulation is an emerging scientific field that spans many disciplines, including
physics, chemistry, mathematics, statistics, chemical engineering, mechanical engineering …

Chemical kinetics and mechanisms of complex systems: A perspective on recent theoretical advances

SJ Klippenstein, VS Pande… - Journal of the American …, 2014 - ACS Publications
This Perspective presents a personal overview of the current status of the theory of chemical
kinetics and mechanisms for complex processes. We attempt to assess the status of the field …

First-principles kinetic modeling in heterogeneous catalysis: an industrial perspective on best-practice, gaps and needs

MK Sabbe, MF Reyniers, K Reuter - Catalysis Science & Technology, 2012 - pubs.rsc.org
Electronic structure calculations have emerged as a key contributor in modern
heterogeneous catalysis research, though their application in chemical reaction engineering …

Transport limitations and bistability for in situ CO oxidation at : First-principles based multiscale modeling

S Matera, K Reuter - Physical Review B—Condensed Matter and Materials …, 2010 - APS
We present a first-principles based multiscale modeling approach to heterogeneous
catalysis that integrates first-principles kinetic Monte Carlo simulations of the surface …

Current challenges in the design and control of multiscale systems

LA Ricardez‐Sandoval - The Canadian Journal of Chemical …, 2011 - Wiley Online Library
Multiscale modelling is a new emerging field in process systems engineering. Although the
idea of linking events occurring across time and length scales is not new, the numerical …

Hierarchical multiscale model-based design of experiments, catalysts, and reactors for fuel processing

DG Vlachos, AB Mhadeshwar, NS Kaisare - Computers & Chemical …, 2006 - Elsevier
In this paper a hierarchical multiscale simulation framework is outlined and experimental
data injection into this framework is discussed. Specifically, we discuss multiscale model …

Multiscale modeling for emergent behavior, complexity, and combinatorial explosion

DG Vlachos - AIChE journal, 2012 - osti.gov
Multiscale modeling for emergent behavior, complexity, and combinatorial explosion (Journal
Article) | OSTI.GOV skip to main content Sign In Create Account Show search Show menu …

Quantitative understanding of cell signaling: the importance of membrane organization

K Radhakrishnan, A Halasz, D Vlachos… - Current opinion in …, 2010 - Elsevier
Systems biology modeling of signal transduction pathways traditionally employs ordinary
differential equations, deterministic models based on the assumptions of spatial …

Net-event kinetic Monte Carlo for overcoming stiffness in spatially homogeneous and distributed systems

MA Snyder, A Chatterjee, DG Vlachos - Computers & Chemical …, 2005 - Elsevier
A technique, termed net-event kinetic Monte Carlo (NE-KMC), is presented for overcoming
large disparities in time scale that may render conventional KMC inefficient or intractable …