Szymon Buchaniec

A Novel Approach to the Optimization of a Solid Oxide Fuel Cell Anode Using Evolutionary Algorithms

Szymon Buchaniec, Anna Ściążko, Marcin Moździerz et al. · IEEE Access · 2019 · 54 citations · Full text

Materials Science, Differential Evolution, Chemical Engineering +14

A multiobjective optimization of a catalyst distribution in a methane/steam reforming reactor using a genetic algorithm

Marcin Pająk, Szymon Buchaniec, Shinji Kimijima et al. · International Journal of Hydrogen Energy · 2020 · 41 citations · Full text

Process Design, Chemical Engineering, Catalytic Material +15

The prediction of the polarization curves of a solid oxide fuel cell anode with an artificial neural network supported numerical simulation

Marek Gnatowski, Szymon Buchaniec, Grzegorz Brus · International Journal of Hydrogen Energy · 2021 · 34 citations · Full text

Chemical Engineering, Electrical Engineering, Engineering +9

Integration of Classical Mathematical Modeling with an Artificial Neural Network for the Problems with Limited Dataset

Szymon Buchaniec, Marek Gnatowski, Grzegorz Brus · Energies · 2021 · 23 citations · Full text

Artificial Intelligence, Mathematical Programming, Engineering +21

Microstructure evolution of Solid Oxide Fuel Cell anodes characterized by persistent homology

P. Pawłowski, Szymon Buchaniec, Tomasz Prokop et al. · Energy and AI · 2023 · 14 citations · Full text