[HTML][HTML] Two decades of blackbox optimization applications

S Alarie, C Audet, AE Gheribi, M Kokkolaras… - EURO Journal on …, 2021 - Elsevier
This article reviews blackbox optimization applications of direct search optimization methods
over the past twenty years. Emphasis is placed on the Mesh Adaptive Direct Search (Mads) …

Systems approaches to materials design: past, present, and future

R Arróyave, DL McDowell - Annual Review of Materials …, 2019 - annualreviews.org
There is increasing awareness of the imperative to accelerate materials discovery, design,
development, and deployment. Materials design is essentially a goal-oriented activity that …

Algorithm 1027: NOMAD Version 4: Nonlinear Optimization with the MADS Algorithm

C Audet, S Le Digabel, VR Montplaisir… - ACM Transactions on …, 2022 - dl.acm.org
NOMAD is a state-of-the-art software package for optimizing blackbox problems. In
continuous development since 2001, it constantly evolved with the integration of new …

Temperature and oxygen adsorption coupling effects upon the surface tension of liquid metals

AE Gheribi, P Chartrand - Scientific Reports, 2019 - nature.com
An accurate knowledge of the surface tension of liquid metals is critical for many theoretical
and practical applications, especially in the current context of emerging growth of …

On the application of the FactSage thermochemical software and databases in materials science and pyrometallurgy

JP Harvey, F Lebreux-Desilets, J Marchand, K Oishi… - Processes, 2020 - mdpi.com
The discovery of new metallic materials is of prime importance for the development of new
technologies in many fields such as electronics, aerial and ground transportation as well as …

Speed control optimization for autonomous vehicles with metaheuristics

JE Naranjo, F Serradilla, F Nashashibi - Electronics, 2020 - mdpi.com
The development of speed controllers under execution in autonomous vehicles within their
dynamic driving task (DDT) is a traditional research area from the point of view of control …

Thermodynamic modeling of the Al-Ce-Cu-Mg-Si system and its application to aluminum-cerium alloy design

EE Moore, PEA Turchi, V Lordi, D Weiss… - Journal of Phase …, 2020 - Springer
Recently discovered AlCe alloys have shown promise in a number of applications, but the
propensity of Ce to react with Al and other alloying elements can complicate the phase …

On the prediction of low-cost high entropy alloys using new thermodynamic multi-objective criteria

AE Gheribi, AD Pelton, E Bélisle, S Le Digabel… - Acta Materialia, 2018 - Elsevier
In an attempt to identify new low-cost metallic materials with interesting thermo-physical
properties from the Fe-Cr-Mn-Ni-V-Ti-Al-(Co-Mo) system, we present here an original tool for …

Determination of optimal compositions and properties for phase change materials in a solar electric generating station

AE Gheribi, AD Pelton, JP Harvey - Solar Energy Materials and Solar Cells, 2020 - Elsevier
Abstract Thermal Energy Storage (TES) systems coupled to thermodynamic power cycles
capable of generating electrical work are becoming strategic technologies of the future. The …

Automatic software and computing hardware codesign for predictive control

B Khusainov, EC Kerrigan… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Model predictive control (MPC) is a computationally demanding control technique that
allows dealing with multiple-input and multiple-output systems while handling constraints in …