Topological derivative and neural network for inverse problems of coupled models. - Marta Lipnicka; Katarzyna Szulc; Antoni Zochowski (MMAR, 2016)

Sufficient ε-Optlmality Conditions for Navier-Stokes Flow. Numerical Algorithm. - Marta Lipnicka; Andrzej Nowakowski (CDC, 2018)

Optimal Control in Learning Neural Network. - Marta Lipnicka; Andrzej Nowakowski (MCO, 2021)

Learning of neural network with optimal control tools. - Marta Lipnicka; Andrzej Nowakowski (Eng. Appl. Artif. Intell., 2023)

Explaining Supervisor Set for Machine Learning Methods. - Andrzej Nowakowski; Piotr Fulmanski; Marta Lipnicka (IJCNN, 2024)