- A composite Bayesian optimisation framework for material and structural design. Rui Pedro Cardoso Coelho, Ana Francisca Carvalho Alves, Tiago Miguel Nogueira Pires and Francisco Manuel Andrade Pires. Computer Methods in Applied Mechanics and Engineering 2025.
- Automatic identification of macroscopic constitutive parameters for polycrystalline materials based on computational homogenisation. Guilherme Fonseca Gonçalves, Rui Pedro Cardoso Coelho and Igor André Rodrigues Lopes. Engineering Computations 2024.
- Efficient constitutive parameter identification through optimisation-based techniques: A comparative analysis and novel composite Bayesian Optimisation Strategy. Rui Pedro Cardoso Coelho, Ana Francisca Carvalho Alves and Francisco Manuel Andrade Pires. Computer Methods in Applied Mechanics and Engineering 2024.
- A multi-scale model combining martensitic transformations with multi-phase crystallographic slip. Rui Pedro Cardoso Coelho, Miguel Vieira de Carvalho and Francisco Manuel Andrade Pires. Computers & Structures 2023.
- On the modeling of cavitation and yielding in rubber-toughened amorphous polymers: Fully implicit implementation and optimization-based calibration. Ana Francisca Carvalho Alves, Bernardo P. Ferreira and Francisco Manuel Andrade Pires. International Journal of Solids and Structures 2023.