Marcin Sosnowski - Publications, H-index & Citations

Marcin Sosnowski

jan dlugosz university in czestochowa

31H指数

130论文数

2.5K被引数

收录论文 22

发表时间

From data to physics: a hybrid ANN–GA framework capturing dependencies in adsorption cooling and desalination systems 从数据到物理：一种捕捉吸附式制冷和海水淡化系统依赖关系的混合ANN–GA框架

Applied Thermal Engineering

IF6.9

2026-04-05

PREAI

Lukasz Lasek; Jaroslaw Krzywanski; Karolina Grabowska; Dorian Skrobek; Ania Zylka; Marcin Sosnowski; Agnieszka Kijo-Kleczkowska

System-level heat demand forecasting and operational optimization in a district heating network with large-scale TES by AI approach 基于AI方法的含大规模蓄热器的区域供热网络系统级热需求预测与运行优化

Energy

IF9.4

2026-04-02

PREAI

Jaroslaw Krzywanski; Joanna Piotrowska-Woroniak; Henryk Otwinowski; Dariusz Urbaniak; Tomasz Wylecial; Jaroslaw Boryca; Marcin Sosnowski; Grzegorz Woroniak

AI and Computational Methods for Modelling, Simulations and Optimizing of Advanced Systems: Innovations in Complexity 人工智能与计算方法在先进系统建模、仿真及优化中的应用：复杂性的创新

Materials

IF3.2

2026-03-03

OAAI

Marcin Sosnowski; Jaroslaw Krzywanski; Karolina Grabowska; Dorian Skrobek; Ghulam Moeen Uddin; Cezary Kozlowski; Jacek Przybylski; Malgorzata Deska

Numerical study of low-pressure systems for fire prevention in battery enclosures 电池舱内火灾预防的低压系统数值研究

Applied Thermal Engineering

IF6.9

2026-02-10

PREAI

Robert Kańtoch; Renata Gnatowska; Marcin Sosnowski

Optimization of Biomass Delivery Through Artificial Intelligence Techniques 通过人工智能技术优化生物质配送

Energies 2025, Vol. 18, Page 5028

IF3.2

2025-09-30

OAAI

Marta Wesolowska; Dorota Żelazna-Jochim; Krystian Wisniewski; Jaroslaw Krzywanski; Marcin Sosnowski; Wojciech Nowak

Improving CO2 Capture Efficiency Through Novel CLOU-Based Fuel Reactor Configuration in Chemical Looping Combustion 通过新颖的基于CLOU的燃料反应器配置提高化学链燃烧中的CO2捕获效率

Energies 2025, Vol. 18, Page 4640

IF3.2

2025-09-01

OAAI

Anna Zylka; Jaroslaw Krzywanski; Tomasz Czakiert; Marcin Sosnowski; Karolina Grabowska; Dorian Skrobek; Lukasz Lasek

Two-way coupled CFD-DEM model of a Disc-Shaped fluidized sorption reactor operating at low-pressure regimes☆

APPLIED THERMAL ENGINEERING

IF6.9

2025-05-01

PREAI

Sosnowski, Marcin; Krzywanski, Jaroslaw; Grabowska, Karolina; Zylka, Anna; Kulakowska, Anna; Skrobek, Dorian; Szudarek, Maciej

Towards cleaner energy: An innovative model to minimize NOx emissions in chemical looping and CO2 capture technologies

ENERGY

IF9.4

2024-12-01

PREAI

Krzywanski, J.; Czakiert, T.; Nowak, W.; Shimizu, T.; Ashraf, Waqar Muhammad; Zylka, A.; Grabowska, K.; Sosnowski, M.; Skrobek, D.; Sztekler, K.; Kijo-Kleczkowska, A.; Iliev, I.

Fuzzy Logic Approach for Modeling of Heating and Scale Formation in Industrial Furnaces 工业炉加热和结垢建模的模糊逻辑方法

MATERIALS

IF3.2

2024-11-01

OAAI

Krzywanski, Jaroslaw; Boryca, Jaroslaw; Urbaniak, Dariusz; Otwinowski, Henryk; Wylecial, Tomasz; Sosnowski, Marcin

Advanced Computational Methods for Modeling, Prediction and Optimization-A Review 用于建模，预测和优化的高级计算方法-综述

MATERIALS

IF3.2

2024-07-16

OAAI

Krzywanski, Jaroslaw; Sosnowski, Marcin; Grabowska, Karolina; Zylka, Anna; Lasek, Lukasz; Kijo-Kleczkowska, Agnieszka

AutoML-based predictive framework for predictive analysis in adsorption cooling and desalination systems

ENERGY SCIENCE & ENGINEERING

IF3.4

2024-03-06

OAAI

Krzywanski, Jaroslaw; Sztekler, Karol; Skrobek, Dorian; Grabowska, Karolina; Ashraf, Waqar Muhammad; Sosnowski, Marcin; Ishfaq, Kashif; Nowak, Wojciech; Mika, Lukasz

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

INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER

IF6.4

2024-03-01

PREAI

Krzywanski, Jaroslaw; Skrobek, Dorian; Sosnowski, Marcin; Ashraf, Waqar Muhammad; Grabowska, Karolina; Zylka, Anna; Kulakowska, Anna; Nowak, Wojciech; Sztekler, Karol; Shahzad, Muhammad Wakil

Artificial Intelligence Modeling-Based Optimization of an Industrial-Scale Steam Turbine for Moving toward Net-Zero in the Energy Sector

ACS OMEGA

IF4.3

2023-06-02

OAAI

Ashraf, Waqar Muhammad; Uddin, Ghulam Moeen; Tariq, Rasikh; Ahmed, Afaq; Farhan, Muhammad; Nazeer, Muhammad Aarif; Hassan, Rauf Ul; Naeem, Ahmad; Jamil, Hanan; Krzywanski, Jaroslaw; Sosnowski, Marcin; Dua, Vivek

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

APPLIED THERMAL ENGINEERING

IF6.9

2023-05-01

PREAI

Krzywanski, J.; Skrobek, D.; Zylka, A.; Grabowska, K.; Kulakowska, A.; Sosnowski, M.; Nowak, W.; Blanco-Marigorta, A. M.

Implementation of deep learning methods in prediction of adsorption processes 深度学习方法在吸附过程预测中的实现

ADVANCES IN ENGINEERING SOFTWARE

IF5.7

2022-11-01

PREAI

Skrobek, Dorian; Krzywanski, Jaroslaw; Sosnowski, Marcin; Kulakowska, Anna; Zylka, Anna; Grabowska, Karolina; Ciesielska, Katarzyna; Nowak, Wojciech

Gaseous emissions from advanced CLC and oxyfuel fluidized bed combustion of coal and biomass in a complex geometry facility: A comprehensive model

ENERGY

IF9.4

2022-07-01

PREAI

Krzywanski, J.; Czakiert, T.; Nowak, W.; Shimizu, T.; Zylka, A.; Idziak, K.; Sosnowski, M.; Grabowska, K.

Comprehensive Knowledge-Driven AI System for Air Classification Process

MATERIALS

IF3.2

2021-12-22

OAAI

Otwinowski, Henryk; Krzywanski, Jaroslaw; Urbaniak, Dariusz; Wylecial, Tomasz; Sosnowski, Marcin

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

MATERIALS

IF3.2

2021-06-24

OAAI

Grabowska, Karolina; Zylka, Anna; Kulakowska, Anna; Skrobek, Dorian; Krzywanski, Jaroslaw; Sosnowski, Marcin; Ciesielska, Katarzyna; Nowak, Wojciech

Construction of an innovative adsorbent bed configuration in the adsorption chiller part 2. experimental research of coated bed samples

ENERGY

IF9.4

2021-01-01

PREAI

Grabowska, K.; Sztekler, K.; Krzywanski, J.; Sosnowski, M.; Stefanski, S.; Nowak, W.

Fluidized Bed Jet Milling Process Optimized for Mass and Particle Size with a Fuzzy Logic Approach

MATERIALS

IF3.2

2020-07-24

OAAI

Krzywanski, Jaroslaw; Urbaniak, Dariusz; Otwinowski, Henryk; Wylecial, Tomasz; Sosnowski, Marcin

研究方向