Selected publications
2026
A Nonlinear Extension of Parametric Model Embedding for Dimensionality Reduction in Parametric Shape Design
A. Serani, G. Palma and M. Diez · International Journal for Numerical Methods in Engineering, 127, e70437
2026
Physics-informed dimensionality reduction for propeller shape optimization
S. Gaggero and A. Serani · Applied Ocean Research, 166, 104932
2026
A Survey on Design-Space Dimensionality Reduction Methods for Shape Optimization
A. Serani and M. Diez · Archives of Computational Methods in Engineering
2025
Extending Parametric Model Embedding with Physical Information for Design-Space Dimensionality Reduction in Shape Optimization
A. Serani et al. · Engineering with Computers
2025
Analytical Benchmark Problems and Methodological Framework for the Assessment and Comparison of Multifidelity Optimization Methods
L. Mainini, A. Serani et al. · Archives of Computational Methods in Engineering
2024
Aerodynamic Shape Optimization in Transonic Conditions through Parametric Model Embedding
A. Serani, M. Diez and D. Quagliarella · Aerospace Science and Technology
2024
A Scoping Review on Simulation-Based Design Optimization in Marine Engineering: Trends, Best Practices, and Gaps
A. Serani, T. P. Scholcz and V. Vanzi · Archives of Computational Methods in Engineering
2023
Parametric model embedding
A. Serani and M. Diez · Computer Methods in Applied Mechanics and Engineering, 404, 115776