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Influence of modelling phase transformations with the use of LSTM network on the accuracy of computations of residual stresses for the hardening process

Bulletin of the Polish Academy of Sciences. Technical sciences, 2023, Vol.71 (4), p.145681-145681

2023

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The Problem of Selecting the Parameters of the Numerical Model of the Heating Process with a Point Heat Source and Its Experimental Verification

Materials, 2023-01, Vol.16 (2), p.532

2023

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Model of the Austenite Decomposition during Cooling of the Medium Carbon Steel Using LSTM Recurrent Neural Network

Materials, 2021-08, Vol.14 (16), p.4492

2021

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Calculations of the heat source parameters on the basis of temperature fields with the use of ANN

Neural computing & applications, 2019-11, Vol.31 (11), p.7583-7593

2019

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Prediction of the Superficial Heat Source Parameters for TIG Heating Process Using FEM and ANN Modeling

Entropy (Basel, Switzerland), 2019-10, Vol.21 (10), p.954

2019

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Laparoscopic Ovarian-Sparing Surgery for the Management of Benign Ovarian Lesions in Pediatric Patients: A Retrospective Analysis

Journal of pediatric surgery, 2024-03, Vol.59 (3), p.400-406

2024

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Analysis of the influence of material parameters of the numerical model on the obtained shape of the heat affected zone for the TIG heating process

AIP Conference Proceedings, 2018, Vol.1978 (1)

2018

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Comparison of stress states for padding weld with different angle of weld toe - Numerical modeling

AIP Conference Proceedings, 2020, Vol.2293 (1)

2020

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Numerical modeling of the point superficial heating for the axisymmetric element

AIP Conference Proceedings, 2020, Vol.2293 (1)

2020

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Experimental and simulation of C45 steel bar heat treatment with the GTAW method application

Heat and mass transfer, 2021-04, Vol.57 (4), p.595-604

2021

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Numerical Study of Stress Analysis for the Different Widths of Padding Welds

Strojniski Vestnik - Journal of Mechanical Engineering, 2020-01, Vol.66 (10), p.567-580

2020

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Social Attitude to COVID-19 and Influenza Vaccinations after the Influenza Vaccination Season and between the Second and Third COVID-19 Wave in Poland, Lithuania, and Ukraine

International journal of environmental research and public health, 2022-02, Vol.19 (4), p.2042

2022

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The role of Staphylococcus aureus in atopic dermatitis: microbiological and immunological implications

Postȩpy dermatologii i alergologii, 2019-08, Vol.36 (4), p.485-491

2019

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The Numerical Analysis of the Hardening Phenomena of the Hot-work Tool Steel

Procedia engineering, 2017, Vol.177, p.33-40

2017

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Skin and nasal vestibule colonisation by Staphylococcus aureus and its susceptibility to drugs in atopic dermatitis patients

Annals of Agricultural and Environmental Medicine, 2018-06, Vol.25 (2), p.334-337

2018

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Experimental evaluation of solvent elution strength in reversed-phase TLC on medium polarity phases

Journal of liquid chromatography & related technologies, 2019-06, Vol.42 (9-10), p.258-265

2019

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Percutaneous Internal Ring Suturing (PIRS) - The Benefits of Laparoscopic Inguinal Hernia Repair

Therapeutics and clinical risk management, 2022-01, Vol.18, p.135-144

2022

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Optimization of the transition path of the head hardening with using the genetic algorithms

AIP Conference Proceedings, 2016, Vol.1738 (1)

2016

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Experimental Evaluation of Solvent Elution Strength in Reversed-Phase Thin-Layer Chromatography on RP2 and RP8 Plates

JPC. Journal of planar chromatography, modern TLC, 2018-10, Vol.31 (5), p.351-354

2018

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The impact of the bead width on the properties of the anti-abrasion surfacing weld

AIP Conference Proceedings, 2016, Vol.1738 (1)

2016

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Analysis of volume change of the testis after inguinal hernia repair using the PIRS method – a prospective pilot study

Studia medyczne, 2022-01, Vol.38 (2), p.124-131

2022

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A chemical activity evaluation of two dental calcium silicate-based materials

Current issues in pharmacy and medical sciences, 2015-06, Vol.28 (2), p.89-91

2015

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Novel Hyperspectral Analysis of Thin-Layer Chromatographic Plates-An Application to Fingerprinting of 70 Polish Grasses

Molecules (Basel, Switzerland), 2023-04, Vol.28 (9), p.3745

2023

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Determination of stresses in the steel pipe during the superficial heat treatment process with helical path

Journal of Applied Mathematics and Computational Mechanics, 2016-03, Vol.15 (1), p.79-86

2016

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Algorithm for Determining Time Series of Phase Transformations in the Solid State Using Long-Short-Term Memory Neural Network

Materials, 2022-05, Vol.15 (11), p.3792

2022

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Influence of modelling phase transformations with the use of LSTM network on the accuracy of computations of residual stresses for the hardening process

The Problem of Selecting the Parameters of the Numerical Model of the Heating Process with a Point Heat Source and Its Experimental Verification

Model of the Austenite Decomposition during Cooling of the Medium Carbon Steel Using LSTM Recurrent Neural Network

Calculations of the heat source parameters on the basis of temperature fields with the use of ANN

Prediction of the Superficial Heat Source Parameters for TIG Heating Process Using FEM and ANN Modeling

Laparoscopic Ovarian-Sparing Surgery for the Management of Benign Ovarian Lesions in Pediatric Patients: A Retrospective Analysis

Analysis of the influence of material parameters of the numerical model on the obtained shape of the heat affected zone for the TIG heating process

Comparison of stress states for padding weld with different angle of weld toe - Numerical modeling

Numerical modeling of the point superficial heating for the axisymmetric element

Experimental and simulation of C45 steel bar heat treatment with the GTAW method application

Numerical Study of Stress Analysis for the Different Widths of Padding Welds

Social Attitude to COVID-19 and Influenza Vaccinations after the Influenza Vaccination Season and between the Second and Third COVID-19 Wave in Poland, Lithuania, and Ukraine

The role of Staphylococcus aureus in atopic dermatitis: microbiological and immunological implications

The Numerical Analysis of the Hardening Phenomena of the Hot-work Tool Steel

Skin and nasal vestibule colonisation by Staphylococcus aureus and its susceptibility to drugs in atopic dermatitis patients

Experimental evaluation of solvent elution strength in reversed-phase TLC on medium polarity phases

Percutaneous Internal Ring Suturing (PIRS) - The Benefits of Laparoscopic Inguinal Hernia Repair

Optimization of the transition path of the head hardening with using the genetic algorithms

Experimental Evaluation of Solvent Elution Strength in Reversed-Phase Thin-Layer Chromatography on RP2 and RP8 Plates

The impact of the bead width on the properties of the anti-abrasion surfacing weld

Analysis of volume change of the testis after inguinal hernia repair using the PIRS method – a prospective pilot study

A chemical activity evaluation of two dental calcium silicate-based materials

Novel Hyperspectral Analysis of Thin-Layer Chromatographic Plates-An Application to Fingerprinting of 70 Polish Grasses

Determination of stresses in the steel pipe during the superficial heat treatment process with helical path

Algorithm for Determining Time Series of Phase Transformations in the Solid State Using Long-Short-Term Memory Neural Network

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