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

Dorian Skrobek, Jarosław Krzywański, Marcin Sosnowski, +4

Energies

Artificial IntelligenceEngineeringMachine LearningLong Short-term MemoryRecurrent Neural Network +19

Implementation of deep learning methods in prediction of adsorption processes

Dorian Skrobek, Jarosław Krzywański, Marcin Sosnowski, +4

Advances in Engineering Software

Artificial IntelligenceDeep Neural NetworksEngineeringMachine LearningData Science +5

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

Jarosław Krzywański, Dorian Skrobek, Marcin Sosnowski, +6

International Communications in Heat and Mass Transfer

Chemical EngineeringMass ExchangeEngineeringAdsorption SystemsEnvironmental Engineering +9

CO2 Capture by Virgin Ivy Plants Growing Up on the External Covers of Houses as a Rapid Complementary Route to Achieve Global GHG Reduction Targets

Jarosław Krzywański, Waqar Muhammad Ashraf, Tomasz Czakiert, +6

Energies

EngineeringGreenhouse Gas EmissionAir QualityGlobal NatureEarth Science +16

Heat and mass transfer prediction in fluidized beds of cooling and desalination systems by AI approach

Jarosław Krzywański, Dorian Skrobek, Karolina Grabowska, +4

Applied Thermal Engineering

Heat Transfer ProcessEngineeringHeat ExchangerDewvaporationAi Approach +11

Modelling of SO2 and NOx Emissions from Coal and Biomass Combustion in Air-Firing, Oxyfuel, iG-CLC, and CLOU Conditions by Fuzzy Logic Approach

Jarosław Krzywański, Tomasz Czakiert, W. Nowak, +7

Energies

Artificial IntelligenceChemical LoopingEngineeringIndustrial EngineeringEnergy Efficiency +15

Heat Transfer in Adsorption Chillers with Fluidized Beds of Silica Gel, Zeolite, and Carbon Nanotubes

Jarosław Krzywański, Karolina Grabowska, Marcin Sosnowski, +5

Heat Transfer Engineering

Effect of Metal and Carbon Nanotube Additives on the Thermal Diffusivity of a Silica Gel-Based Adsorption Bed

Anna Kulakowska, Anna Pajdak, Jarosław Krzywański, +5

Energies

Materials ScienceMolecular SieveChemical EngineeringAdsorption ChillerEngineering +13

Experimental Investigation of an Intensified Heat Transfer Adsorption Bed (IHTAB) Reactor Prototype

Karolina Grabowska, Anna Kulakowska, Dorian Skrobek, +4

Materials

EngineeringAdsorption ReactorPorous BodySorption CoolingRefrigeration +15

Modeling of bed-to-wall heat transfer coefficient in fluidized adsorption bed by gene expression programming approach

Jarosław Krzywański, W. Nowak, Dorian Skrobek, +6

Powder Technology

Heat Transfer ProcessEngineeringEnvironmental EngineeringBiotechnologyFluidized Adsorption +5