An approach to classification of data with highly localized unmarked features using neural networks. - Rafal Wojciech Grzeszczuk (Comput. Sci., 2019)

Monte Carlo Winning Tickets. - Rafal Wojciech Grzeszczuk; Marcin Kurdziel (ICCS (2), 2021)

Deep Learning Driven Self-adaptive Hp Finite Element Method. - Maciej Paszynski; Rafal Wojciech Grzeszczuk; David Pardo; Leszek F. Demkowicz (ICCS (1), 2021)

Prediction of the Facial Growth Direction: Regression Perspective. - Stanislaw Kazmierczak; Zofia Juszka; Rafal Wojciech Grzeszczuk; Marcin Kurdziel; Vaska Vandevska-Radunovic; Piotr Fudalej; Jacek Mandziuk (ICONIP (7), 2022)

Quasi-optimal hp-finite element refinements towards singularities via deep neural network prediction. - Tomasz Sluzalec; Rafal Wojciech Grzeszczuk; Sergio Rojas; Witold Dzwinel; Maciej Paszynski (CoRR, 2022)

Quasi-optimal hp-finite element refinements towards singularities via deep neural network prediction. - Tomasz Sluzalec; Rafal Wojciech Grzeszczuk; Sergio Rojas; Witold Dzwinel; Maciej Paszynski (Comput. Math. Appl., 2023)