Comparison of preconditioned Krylov subspace iteration methods for PDE-constrained optimization problems - Poisson and convection-diffusion control. - Owe Axelsson; Shiraz Farouq; Maya G. Neytcheva (Numer. Algorithms, 2016)

A preconditioner for optimal control problems, constrained by Stokes equation with a time-harmonic control. - Owe Axelsson; Shiraz Farouq; Maya G. Neytcheva (J. Comput. Appl. Math., 2017)

Comparison of preconditioned Krylov subspace iteration methods for PDE-constrained optimization problems - Stokes control. - Owe Axelsson; Shiraz Farouq; Maya G. Neytcheva (Numer. Algorithms, 2017)

Large-scale monitoring of operationally diverse district heating substations: A reference-group based approach. - Shiraz Farouq; Stefan Byttner; Mohamed-Rafik Bouguelia; Natasa Nord; Henrik Gadd (Eng. Appl. Artif. Intell., 2020)

Mondrian conformal anomaly detection for fault sequence identification in heterogeneous fleets. - Shiraz Farouq; Stefan Byttner; Mohamed-Rafik Bouguelia; Henrik Gadd (Neurocomputing, 2021)

A conformal anomaly detection based industrial fleet monitoring framework: A case study in district heating. - Shiraz Farouq; Stefan Byttner; Mohamed-Rafik Bouguelia; Henrik Gadd (Expert Syst. Appl., 2022)

Towards conformal methods for large-scale monitoring of district heating substations. - Shiraz Farouq (2022)