Quasi-optimal <i>hp</i>-finite element refinements towards singularities via deep neural network prediction.

Rafal Wojciech Grzeszczuk

Tomasz Sluzalec Rafal Wojciech Grzeszczuk Sergio Rojas Witold Dzwinel Maciej Paszynski Quasi-optimal <i>hp</i>-finite element refinements towards singularities via deep neural network prediction. 157-174 2023 142 Comput. Math. Appl. https://doi.org/10.1016/j.camwa.2023.04.023 db/journals/cma/cma142.html#SluzalecGRDP23

Stanislaw Kazmierczak Zofia Juszka Rafal Wojciech Grzeszczuk Marcin Kurdziel Vaska Vandevska-Radunovic Piotr Fudalej Jacek Mandziuk Prediction of the Facial Growth Direction: Regression Perspective. 395-407 2022 ICONIP (7) https://doi.org/10.1007/978-981-99-1648-1_33 conf/iconip/2022-7 db/conf/iconip/iconip2022-7.html#KazmierczakJGKV22

Tomasz Sluzalec Rafal Wojciech Grzeszczuk Sergio Rojas Witold Dzwinel Maciej Paszynski Quasi-optimal hp-finite element refinements towards singularities via deep neural network prediction. 2022 abs/2209.05844 CoRR https://doi.org/10.48550/arXiv.2209.05844 db/journals/corr/corr2209.html#abs-2209-05844

Maciej Paszynski Rafal Wojciech Grzeszczuk David Pardo Leszek F. Demkowicz Deep Learning Driven Self-adaptive Hp Finite Element Method. 114-121 2021 ICCS (1) https://doi.org/10.1007/978-3-030-77961-0_11 conf/iccS/2021-1 db/conf/iccS/iccS2021-1.html#PaszynskiGPD21 Rafal Wojciech Grzeszczuk Marcin Kurdziel Monte Carlo Winning Tickets. 133-139 2021 ICCS (2) https://doi.org/10.1007/978-3-030-77964-1_11 conf/iccS/2021-2 db/conf/iccS/iccS2021-2.html#GrzeszczukK21

Rafal Wojciech Grzeszczuk An approach to classification of data with highly localized unmarked features using neural networks. 2019 20 Comput. Sci. 3 https://doi.org/10.7494/csci.2019.20.3.3343 https://www.wikidata.org/entity/Q127318306 db/journals/aghcs/aghcs20.html#Grzeszczuk19

Leszek F. Demkowicz Witold Dzwinel Piotr Fudalej Zofia Juszka Stanislaw Kazmierczak Marcin Kurdziel Jacek Mandziuk David Pardo Maciej Paszynski Sergio Rojas Tomasz Sluzalec Vaska Vandevska-Radunovic