Computer simulations are used to model of complex physical systems. Often, these models
represent the solutions (or at least approximations) to partial differential equations that are …

Industrial applications frequently pose a notorious challenge for state-of-the-art methods in
the contexts of optimization, designing experiments and modeling unknown physical …

The compact, lightweight, and energy-efficient heat exchanger is significant for the
miniaturization of hydraulic power unit in quadruped robot. In this work, a rectangular …

Multi-objective optimization is an essential component of nearly all engineering design.
However, for industrial applications, the design process typically demands running …

Doping carbon electrodes with heteroatoms such as nitrogen and oxygen proves effective in
improving the performance of aqueous supercapacitors. However, the optimal conditions of …

Supply chains are prone to unpredictable events that negatively impact their ability to
function effectively. The study shows that worldwide rankings may be used to determine the …

This work introduces a surrogate modeling approach for an emplacement drift of a deep
geological repository based on Gaussian Processes (GPs). The surrogate model is used as …

Conceptual design is a key stage of product design and has received increasing attention in
recent years. However, this stage is characterized by limited information, large uncertainty …

Sensitivity analysis has become an essential tool for assessing the importance of inputs in
mathematical models or computer models. The models could be simple or complex and …

Industry 4.0 is transforming the chemical engineering industry. With it, machine learning
(ML) is exploding, and a large variety of complex algorithms are being developed. One …