Author

J. Pereira

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Open access Sep 2026

Numerical Investigation of a Continuous Microwave Rotary Kiln for the Reduction of Iron-Rich Byproducts Generated During Steelmaking

Microwave processing offers a sustainable alternative to conventional fossil-fuel-based high-temperature treatments of steelmaking residues by enabling volumetric and energy-efficient heating. This work develops the first fully coupled electromagnetic–thermal–fluid–chemical Multiphysics model of a continuous microwave...

Luís M. N. Silva, Duarte M. S. Albuquerque, J. C. F. Pereira · Applied Sciences · 0 citations

Open access Jul 2026

Comparative Study of Physics-Informed Neural Networks (PINNs) and Optimizing a Discrete Loss (ODIL) for Forward and Inverse Problems in Unsteady Non-Linear Partial Differential Equations

This work systematically compares two state-of-the-art frameworks-Physics-Informed Neural Networks (PINNs) and Optimizing a Discrete Loss (ODIL) across benchmark elliptic, hyperbolic, and parabolic problems, culminating in a challenging inverse source reconstruction task.

Vasco L. Carvalho, J. C. F. Pereira · Computation · 0 citations