Computational applications of extended SIR models: A review focused on airborne pandemics

T Lazebnik - Ecological Modelling, 2023 - Elsevier
Epidemiological-Mathematical models are powerful tools for estimating the course of a
pandemic and exploring different scenarios through pandemic intervention policies (PIPs) …

Stiff-pinn: Physics-informed neural network for stiff chemical kinetics

W Ji, W Qiu, Z Shi, S Pan, S Deng - The Journal of Physical …, 2021 - ACS Publications
The recently developed physics-informed neural network (PINN) has achieved success in
many science and engineering disciplines by encoding physics laws into the loss functions …

Mathematical complexities in radionuclide metabolic modelling: a review of ordinary differential equation kinetics solvers in biokinetic modelling

EM Mate-Kole, SA Dewji - Journal of Radiological Protection, 2024 - iopscience.iop.org
Biokinetic models have been employed in internal dosimetry (ID) to model the human body's
time-dependent retention and excretion of radionuclides. Consequently, biokinetic models …

[HTML][HTML] Physics-informed neural networks for time-domain simulations: Accuracy, computational cost, and flexibility

J Stiasny, S Chatzivasileiadis - Electric Power Systems Research, 2023 - Elsevier
The simulation of power system dynamics poses a computationally expensive task.
Considering the growing uncertainty of generation and demand patterns, thousands of …

Pyfmi: A python package for simulation of coupled dynamic models with the functional mock-up interface

C Andersson, J Åkesson, C Führer - Technical Report in Mathematical …, 2016 - lup.lub.lu.se
With the advent of the Functional Mock-up Interface (FMI) standard, exchanging dynamic
models between modeling and simulation tools has been greatly simplified. At the core of it …

[HTML][HTML] PINNSim: A simulator for power system dynamics based on physics-informed neural networks

J Stiasny, B Zhang, S Chatzivasileiadis - Electric Power Systems Research, 2024 - Elsevier
The dynamic behaviour of a power system can be described by a system of differential–
algebraic equations. Time-domain simulations are used to simulate the evolution of these …

PharmaPy: An object-oriented tool for the development of hybrid pharmaceutical flowsheets

D Casas-Orozco, D Laky, V Wang, M Abdi… - Computers & chemical …, 2021 - Elsevier
Process design and optimization continue to provide computational challenges as the
chemical engineering and process optimization communities seek to address more complex …

Methods and tools for co-simulation of dynamic systems with the functional mock-up interface

C Andersson - 2016 - portal.research.lu.se
Simulation of coupled dynamical systems, where the subsystems are bundled with their own
internal solver, is important in industry. This is due to that in many cases, with complex …

Revealing the complex sulfur reduction mechanism using cyclic voltammetry simulation

P Schön, U Krewer - Electrochimica Acta, 2021 - Elsevier
Understanding the complex reaction mechanism and kinetics of sulfur reduction is
prerequisite to design well performing lithium-sulfur batteries. Decoupling of individual …

Volatile degassing from magma chambers as a control on volcanic eruptions

T Mittal, MA Richards - Journal of Geophysical Research: Solid …, 2019 - Wiley Online Library
The loss of volatiles from a magma reservoir affects the magmatic overpressure responsible
for driving ground deformation and eruptions. Although the high‐temperature metamorphic …