The opportunistic replacement problem: theoretical analyses and numerical tests. - Torgny Almgren; Niclas Andréasson; Michael Patriksson; Ann-Brith Strömberg; Adam Wojciechowski; Magnus Önnheim (Math. Methods Oper. Res., 2012)

Preventive maintenance scheduling of multi-component systems with interval costs. - Emil Gustavsson; Michael Patriksson; Ann-Brith Strömberg; Adam Wojciechowski; Magnus Önnheim (Comput. Ind. Eng., 2014)

Ergodic, primal convergence in dual subgradient schemes for convex programming, II: the case of inconsistent primal problems. - Magnus Önnheim; Emil Gustavsson; Ann-Brith Strömberg; Michael Patriksson; Torbjörn Larsson (Math. Program., 2017)

Reinforcement Learning Informed by Optimal Control. - Magnus Önnheim; Pontus Andersson; Emil Gustavsson; Mats Jirstrand (ICANN (Workshop), 2019)

Architecture-Aware Bayesian Optimization for Neural Network Tuning. - Anders Sjöberg; Magnus Önnheim; Emil Gustavsson; Mats Jirstrand (ICANN (2), 2019)

Propagation of Chaos for a Class of First Order Models with Singular Mean Field Interactions. - Robert J. Berman; Magnus Önnheim (SIAM J. Math. Anal., 2019)

MCMC-Correction of Score-Based Diffusion Models for Model Composition. - Anders Sjöberg; Jakob Lindqvist; Magnus Önnheim; Mats Jirstrand; Lennart Svensson (CoRR, 2023)

Model Predictive Control when utilizing LSTM as dynamic models. - Marvin Jung; Paulo Renato da Costa Mendes; Magnus Önnheim; Emil Gustavsson (Eng. Appl. Artif. Intell., 2023)

The AutoSPADA platform: User-friendly edge computing for distributed learning and data analytics in connected vehicles. - Adrian Nilsson; Simon Smith 005; Jonas Hagmar; Magnus Önnheim; Mats Jirstrand (Internet Things, 2025)