Applications of hybrid models in chemical, petroleum, and energy systems: A systematic review
Mathematical modeling and simulation methods are important tools in studying various
processes in science and engineering. In the current review, we focus on the applications of …
processes in science and engineering. In the current review, we focus on the applications of …
Hybrid semi-parametric modeling in process systems engineering: Past, present and future
M Von Stosch, R Oliveira, J Peres… - Computers & Chemical …, 2014 - Elsevier
Hybrid semi-parametric models consist of model structures that combine parametric and
nonparametric submodels based on different knowledge sources. The development of a …
nonparametric submodels based on different knowledge sources. The development of a …
Socio-technical scales in socio-environmental modeling: Managing a system-of-systems modeling approach
Abstract System-of-systems approaches for integrated assessments have become prevalent
in recent years. Such approaches integrate a variety of models from different disciplines and …
in recent years. Such approaches integrate a variety of models from different disciplines and …
Machine learning-driven multiscale modeling: bridging the scales with a next-generation simulation infrastructure
Interdependence across time and length scales is common in biology, where atomic
interactions can impact larger-scale phenomenon. Such dependence is especially true for a …
interactions can impact larger-scale phenomenon. Such dependence is especially true for a …
Multiscale modeling in food engineering
Since many years food engineers have attempted to describe physical phenomena such as
heat and mass transfer that occur in food during unit operations by means of mathematical …
heat and mass transfer that occur in food during unit operations by means of mathematical …
Combining discrete-event simulation and system dynamics in a healthcare setting: A composite model for Chlamydia infection
J Viana, SC Brailsford, V Harindra… - European Journal of …, 2014 - Elsevier
This paper presents a composite model in which two simulation approaches, discrete-event
simulation (DES) and system dynamics (SD), are used together to address a major …
simulation (DES) and system dynamics (SD), are used together to address a major …
Model-based analysis of high shear wet granulation from batch to continuous processes in pharmaceutical production–a critical review
The manufacturing of pharmaceutical dosage forms, which has traditionally been a batch-
wise process, is now also transformed into a series of continuous operations. Some …
wise process, is now also transformed into a series of continuous operations. Some …
Multiscale methods for macromolecular simulations
In this article we review the key modeling tools available for simulating biomolecular
systems. We consider recent developments and representative applications of mixed …
systems. We consider recent developments and representative applications of mixed …
On the use of systems technologies and a systematic approach for the synthesis and the design of future biorefineries
AC Kokossis, A Yang - Computers & Chemical Engineering, 2010 - Elsevier
Systems technologies emerge with a powerful potential to support the deployment and
design of future biorefineries. The chemical industry experiences a steady growth in the use …
design of future biorefineries. The chemical industry experiences a steady growth in the use …
Multi-scale model of food drying: Current status and challenges
For a long time, food engineers have been trying to describe the physical phenomena that
occur during food processing especially drying. Physics-based theoretical modeling is an …
occur during food processing especially drying. Physics-based theoretical modeling is an …