Prediction of convergence dynamics of design performance using differential recurrent neural networks. - Yi Cao; Yaochu Jin; Michal Kowalczykiewicz; Bernhard Sendhoff (IJCNN, 2008)

Grammatical Evolution with Code2vec. - Michal Kowalczykiewicz; Piotr Lipinski (EuroGP, 2023)

Introducing vectorized cluster crossover in Grammatical Evolution. - Michal Kowalczykiewicz; Piotr Lipinski (GECCO Companion, 2024)