Karolina Grabowska

Polyhedral meshing in numerical analysis of conjugate heat transfer

Marcin Sosnowski, Jarosław Krzywański, Karolina Grabowska et al. · EPJ Web of Conferences · 2018 · 143 citations · Full text

Numerical Analysis, Engineering, Mechanical Engineering +20

Optimization of a three-bed adsorption chiller by genetic algorithms and neural networks

Jarosław Krzywański, Karolina Grabowska, F. Herman et al. · Energy Conversion and Management · 2017 · 95 citations

Process Design, Chemical Engineering, Three-bed Adsorption Chiller +8

Prediction of Sorption Processes Using the Deep Learning Methods (Long Short-Term Memory)

Dorian Skrobek, Jarosław Krzywański, Marcin Sosnowski et al. · Energies · 2020 · 77 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21

Implementation of deep learning methods in prediction of adsorption processes

Dorian Skrobek, Jarosław Krzywański, Marcin Sosnowski et al. · Advances in Engineering Software · 2022 · 76 citations

Artificial Intelligence, Deep Neural Networks, Engineering +7

Towards enhanced heat and mass exchange in adsorption systems: The role of AutoML and fluidized bed innovations

Jarosław Krzywański, Dorian Skrobek, Marcin Sosnowski et al. · International Communications in Heat and Mass Transfer · 2024 · 72 citations

Chemical Engineering, Mass Exchange, Engineering +11