Applications of hybrid models in chemical, petroleum, and energy systems: A systematic review

S Zendehboudi, N Rezaei, A Lohi - Applied energy, 2018 - Elsevier
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 …

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 …

Socio-technical scales in socio-environmental modeling: Managing a system-of-systems modeling approach

T Iwanaga, HH Wang, SH Hamilton, V Grimm… - … Modelling & Software, 2021 - Elsevier
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 …

Machine learning-driven multiscale modeling: bridging the scales with a next-generation simulation infrastructure

HI Ingólfsson, H Bhatia, F Aydin… - Journal of Chemical …, 2023 - ACS Publications
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 …

Multiscale modeling in food engineering

QT Ho, J Carmeliet, AK Datta, T Defraeye… - Journal of food …, 2013 - Elsevier
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 …

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 …

Model-based analysis of high shear wet granulation from batch to continuous processes in pharmaceutical production–a critical review

A Kumar, KV Gernaey, T De Beer, I Nopens - European Journal of …, 2013 - Elsevier
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 …

Multiscale methods for macromolecular simulations

P Sherwood, BR Brooks, MSP Sansom - Current opinion in structural …, 2008 - Elsevier
In this article we review the key modeling tools available for simulating biomolecular
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 …

Multi-scale model of food drying: Current status and challenges

MM Rahman, MUH Joardder, MIH Khan… - Critical reviews in …, 2018 - Taylor & Francis
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 …