Accurate and reliable mathematical models play a key role in membrane system design.
Process simulators have been proven to be successful in modeling, simulate, and optimize …

A central problem in modeling, namely that of learning an algebraic model from data
obtained from simulations or experiments is addressed. A methodology that uses a small …

Advanced multiscale modeling and simulation have the potential to dramatically reduce the
time and cost to develop new carbon capture technologies. The Carbon Capture Simulation …

The “materials genome” was given a rather vague definition in US President Obama's
announcement in 2011. We argue that the materials genome, analogously with biological …

This is the first comprehensive guide to the principles and techniques of chemical loo**
partial oxidation. With authoritative explanations from a pioneer of the chemical loo** …

We provide insights for the development of a fast, dynamic, and adaptive way of modeling
and optimizing chemical processes. We investigate two data-driven methodologies to …

Abstract A modeling language (MODEL. LA.) has been constructed for the interactive or
automatic definition of models for processing systems. It is based on six modeling elements …

Modeling and simulation have played extremely important roles in the chemical process
industries for roughly 4 decades now. Several paradigms have been developed in this time …

This chapter presents results of experiments to develop modeling tools with drastically
improved functionality. It focuses on dynamic simulation and discusses how object-oriented …

The impact of human activities on natural systems has grown to the point that we need to
engage consciously in earth systems engineering and management. I address why this is …