In the era of healthcare, and its related research fields, the dimensionality problem of high
dimensional data is a massive challenge as it contains a huge number of variables forming …

Ocean Wave energy is becoming a prominent technology, which is considered a vital
renewable energy resource to achieve the Net-zero Emissions Plan by 2050. It is also …

A DNN-based surrogate for turbulence (and transition) closure of the Reynolds-Averaged
Navier–Stokes (RANS) equations is presented. The DNN configuration, namely the …

The extensive growth of data quantity has posed many challenges to data analysis and
retrieval. Noise and redundancy are typical representatives of the above-mentioned …

This work presents a novel volumetric parameterization technique along with the continuous
adjoint method to support gradient‐based CFD shape optimization of turbomachinery …

Ocean wave energy is one of the latest renewable energy resources, projected to be
commercialized and competitive with other energy technologies in the near future. However …

Wave energy is claimed to be the most powerful source of renewable energy and at the
same time an area of research with many prospects for development. The subject of the …

The feature extraction problem of coupled vibration signals with multiple fault modes of
planetary gear has not been solved effectively. At present, kernel principal component …

Nacelle inlet withdraws designer's attention when considering the pressure distortion at fan
entrance during aircraft takeoff at high angle-of-attack. Conventionally, the design is …

Hybrid optimization algorithms which combine Evolutionary Algorithms (EAs) and Gradient-
Based (GB) methods o refine the most promising solutions, are valuable tools for use in …