Advances in surrogate based modeling, feasibility analysis, and optimization: A review
A Bhosekar, M Ierapetritou - Computers & Chemical Engineering, 2018 - Elsevier
The idea of using a simpler surrogate to represent a complex phenomenon has gained
increasing popularity over past three decades. Due to their ability to exploit the black-box …
increasing popularity over past three decades. Due to their ability to exploit the black-box …
Bio-inspired computation: Where we stand and what's next
In recent years, the research community has witnessed an explosion of literature dealing
with the mimicking of behavioral patterns and social phenomena observed in nature towards …
with the mimicking of behavioral patterns and social phenomena observed in nature towards …
Enhanced anisotropic radius basis function metamodel based on recursive evolution Latin hypercube design and fast K-fold cross-validation
Metamodels are popular approaches to improve design efficiency in practical-engineering
problems through replacing the time-consuming simulation models with easy-to-evaluate …
problems through replacing the time-consuming simulation models with easy-to-evaluate …
Long-term energy planning of Croatian power system using multi-objective optimization with focus on renewable energy and integration of electric vehicles
Due to the stochastic nature and variability of renewable energy sources (RES), it is
necessary to integrate still expensive storage capacities into an energy system with a high …
necessary to integrate still expensive storage capacities into an energy system with a high …
Dynamical analysis and vibration estimation of a flexible plate with enhanced active constrained layer damping treatment by combinatorial neural networks of …
W Tao, F Jiang, L Li, D Zhang, X Guo… - Aerospace Science and …, 2023 - Elsevier
The effective estimation of the vibration of spacecrafts are frontier issues in the aerospace
industry. But the vibration of aerospace components such as space solar panels and flexible …
industry. But the vibration of aerospace components such as space solar panels and flexible …
[HTML][HTML] An artificial intelligence-aided design (AIAD) of ship hull structures
Ship-hull design is a complex process because the any slight local alteration in ship hull
structure may significantly change the hydrostatic and hydrodynamic performances of a ship …
structure may significantly change the hydrostatic and hydrodynamic performances of a ship …
A multifidelity approach coupling parameter space reduction and nonintrusive POD with application to structural optimization of passenger ship hulls
Nowadays, the shipbuilding industry is facing a radical change toward solutions with a
smaller environmental impact. This can be achieved with low emissions engines, optimized …
smaller environmental impact. This can be achieved with low emissions engines, optimized …
Resistance prediction and optimization of Tri-SWACH using hybrid surrogate model with particular consideration of outrigger layout
Trimarans, as high-performance ships, the complex flow field of which generated by the
interaction between the main hull and the outrigger plays a crucial role in its hydrodynamic …
interaction between the main hull and the outrigger plays a crucial role in its hydrodynamic …
Inter-laminar stress recovery procedure for doubly-curved, singly-curved, revolution shells with variable radii of curvature and plates using generalized higher-order …
F Tornabene, N Francesco, E Viola - Mechanics of Advanced …, 2016 - Taylor & Francis
The stress and strain recovery procedure already applied for solving doubly-curved
structures with variable radii of curvature has been considered in this article using an …
structures with variable radii of curvature has been considered in this article using an …
Response surface methods based in artificial intelligence for superstructure thermoeconomic optimization of waste heat recovery systems in a large internal …
LR de Araújo, AP Morawski, MA Barone… - Energy Conversion and …, 2022 - Elsevier
In a large internal combustion diesel engine, less than half of the fuel energy is converted
into useful energy, while the remaining energy is lost, mainly by the exhaust gases and …
into useful energy, while the remaining energy is lost, mainly by the exhaust gases and …