Research graph
References from Prediction of Flow, Heat Transfer, and Mixing Characteristics in Single-Screw Extrusion Based on Finite Element Analysis and an IPSO-BP Surrogate Model. Local targets link to admitted publications; unresolved targets remain external evidence.
Current Progress in Waste Tire Rubber Devulcanization
10.1016/j.chemosphere.2020.129033 · 2021 · External reference
10.3390/polym17020215
10.3390/polym17020215 · External reference
10.3390/polym12061306
10.3390/polym12061306 · External reference
10.3390/polym11122106
10.3390/polym11122106 · External reference
10.3390/fluids10010009
10.3390/fluids10010009 · External reference
Predicting the Processability of Polymers in a Twin-Screw Extruder: CFD Simulation and Experimental Validation
10.1021/acs.iecr.4c01039 · 2024 · External reference
Numerical Modelling of the Viscoelastic Polymer Melt Flow in Material Extrusion Additive Manufacturing
10.1080/17452759.2023.2300666 · 2024 · External reference
Unresolved reference
External reference
Effect of Process Variables on Melt Temperature Profiles in Extrusion Process Using Single Screw Plastics Extruder
10.1179/146580103225002731 · 2003 · External reference
10.3390/polym15193878
10.3390/polym15193878 · External reference
10.1002/prep.202200093
10.1002/prep.202200093 · External reference
The Effect of Screw Geometry on Melt Temperature Profile in Single Screw Extrusion
10.1002/pen.20657 · 2006 · External reference
10.3390/polym17040438
10.3390/polym17040438 · External reference
10.3390/polym18091122
10.3390/polym18091122 · External reference
Rationalising the Onset of Bistability in Polylactic Acid (PLA) Bilayer Laminates Using Fused Filament Fabrication (FFF)
10.1080/17452759.2026.2618395 · 2026 · External reference
Optimal Design of Plasticizing Screw Using Artificial Intelligent Approach
10.1088/1742-6596/1500/1/012022 · 2020 · External reference
Artificial Intelligence in Single Screw Polymer Extrusion: Learning from Computational Data
10.1016/j.engappai.2022.105397 · 2022 · External reference
10.20944/preprints202304.0048.v1
10.20944/preprints202304.0048.v1 · External reference
Neural Networks vs. Splines: Advances in Numerical Extruder Design
10.1007/s00366-023-01839-2 · 2024 · External reference
Machine Learning-Based Time Series Analysis of Polylactic Acid Bead Foam Extrusion
10.1002/app.56170 · 2024 · External reference
10.3390/polym16091197
10.3390/polym16091197 · External reference
Machine Learning for Screw Design in Single-Screw Extrusion
10.1002/pen.27170 · 2025 · External reference
Predicting the Non-Linear Conveying Behavior in Single-Screw Extrusion: A Comparison of Various Data-Based Modeling Approaches Used with CFD Simulations
10.1515/ipp-2020-4094 · 2021 · External reference
10.20944/preprints202502.1381.v1
10.20944/preprints202502.1381.v1 · External reference
Improvement of Thermal Stability, Rheological and Mechanical Properties of PLA, PBAT and Their Blends by Reactive Extrusion with Functionalized Epoxy
10.1016/j.polymdegradstab.2012.06.028 · 2012 · External reference
Structural Deformation/Instability of the Co-Extrudate Rubber Profiles Due to Die Swell: Experimental and CFD Studies with 3D Models
10.1016/j.cej.2021.130504 · 2021 · External reference
10.3390/polym16131793
10.3390/polym16131793 · External reference
Effect of Screw Design on the Mixing and Heat Efficiencies in an Extrusion System by Tailoring Ductile Forming with Field Synergy Principle
10.1016/j.applthermaleng.2024.125291 · 2025 · External reference
Analysis of Mixing Efficiency in Polymer Processing Equipment
10.1002/masy.19961120112 · 1996 · External reference
A Composite Model for Starve Fed Single Screw Extrusion of Thermoplastics
10.1002/pen.23797 · 2014 · External reference
Analysis of Process Parameters Related to the Single-Screw Extrusion of Recycled Polypropylene Blends by Using Design of Experiments
10.1177/8756087916649006 · 2017 · External reference
Large Sample Properties of Simulations Using Latin Hypercube Sampling
10.1080/00401706.1987.10488205 · 1987 · External reference
A Survey of Cross-Validation Procedures for Model Selection
10.1214/09-ss054 · 2010 · External reference
On Variability Due to Local Minima and K-Fold Cross-Validation in Neural Networks
2022 · External reference
Artificial Neural Network Approaches for Disaster Management: A Literature Review
10.1016/j.ijdrr.2022.103276 · 2022 · External reference
10.3390/app152111726
10.3390/app152111726 · External reference
10.3390/app13010226
10.3390/app13010226 · External reference
Multilayer Feedforward Networks Are Universal Approximators
10.1016/0893-6080(89)90020-8 · 1989 · External reference
Approximation Capabilities of Multilayer Feedforward Networks
10.1016/0893-6080(91)90009-t · 1991 · External reference
Training Feedforward Networks with the Marquardt Algorithm
10.1109/72.329697 · 1994 · External reference
Activation Functions Selection for BP Neural Network Model of Ground Surface Roughness
10.1007/s10845-020-01538-5 · 2020 · External reference
Improved Prediction Model for Daily PM2.5 Concentrations with Particle Swarm Optimization and BP Neural Network
10.1038/s41598-025-18014-w · 2025 · External reference
A Parallel Integrated Learning Technique of Improved Particle Swarm Optimization and BP Neural Network and Its Application
10.1038/s41598-022-21463-2 · 2022 · External reference
Particle Swarm Optimization
10.1007/s11721-007-0002-0 · 2007 · External reference
Particle Swarm Optimization: A Comprehensive Survey
10.1109/access.2022.3142859 · 2022 · External reference
An Improved Particle Swarm Optimization Algorithm Used for BP Neural Network Optimization
2017 · External reference
Machine Learning-Based Time Series Analysis of Polylactic Acid Bead Foam Extrusion
10.1002/app.56170 · ExternalCitation · doi-reference
Analysis of Mixing Efficiency in Polymer Processing Equipment
10.1002/masy.19961120112 · ExternalCitation · doi-reference
The Effect of Screw Geometry on Melt Temperature Profile in Single Screw Extrusion
10.1002/pen.20657 · ExternalCitation · doi-reference
A Composite Model for Starve Fed Single Screw Extrusion of Thermoplastics
10.1002/pen.23797 · ExternalCitation · doi-reference
Machine Learning for Screw Design in Single-Screw Extrusion
10.1002/pen.27170 · ExternalCitation · doi-reference
10.1002/prep.202200093
10.1002/prep.202200093 · ExternalCitation · doi-reference
Neural Networks vs. Splines: Advances in Numerical Extruder Design
10.1007/s00366-023-01839-2 · ExternalCitation · doi-reference
Activation Functions Selection for BP Neural Network Model of Ground Surface Roughness
10.1007/s10845-020-01538-5 · ExternalCitation · doi-reference
Particle Swarm Optimization
10.1007/s11721-007-0002-0 · ExternalCitation · doi-reference
Multilayer Feedforward Networks Are Universal Approximators
10.1016/0893-6080(89)90020-8 · ExternalCitation · doi-reference
Approximation Capabilities of Multilayer Feedforward Networks
10.1016/0893-6080(91)90009-t · ExternalCitation · doi-reference
Effect of Screw Design on the Mixing and Heat Efficiencies in an Extrusion System by Tailoring Ductile Forming with Field Synergy Principle
10.1016/j.applthermaleng.2024.125291 · ExternalCitation · doi-reference
Structural Deformation/Instability of the Co-Extrudate Rubber Profiles Due to Die Swell: Experimental and CFD Studies with 3D Models
10.1016/j.cej.2021.130504 · ExternalCitation · doi-reference
Current Progress in Waste Tire Rubber Devulcanization
10.1016/j.chemosphere.2020.129033 · ExternalCitation · doi-reference
Artificial Intelligence in Single Screw Polymer Extrusion: Learning from Computational Data
10.1016/j.engappai.2022.105397 · ExternalCitation · doi-reference
Artificial Neural Network Approaches for Disaster Management: A Literature Review
10.1016/j.ijdrr.2022.103276 · ExternalCitation · doi-reference
Improvement of Thermal Stability, Rheological and Mechanical Properties of PLA, PBAT and Their Blends by Reactive Extrusion with Functionalized Epoxy
10.1016/j.polymdegradstab.2012.06.028 · ExternalCitation · doi-reference
Predicting the Processability of Polymers in a Twin-Screw Extruder: CFD Simulation and Experimental Validation
10.1021/acs.iecr.4c01039 · ExternalCitation · doi-reference
A Parallel Integrated Learning Technique of Improved Particle Swarm Optimization and BP Neural Network and Its Application
10.1038/s41598-022-21463-2 · ExternalCitation · doi-reference
Improved Prediction Model for Daily PM2.5 Concentrations with Particle Swarm Optimization and BP Neural Network
10.1038/s41598-025-18014-w · ExternalCitation · doi-reference
Large Sample Properties of Simulations Using Latin Hypercube Sampling
10.1080/00401706.1987.10488205 · ExternalCitation · doi-reference
Numerical Modelling of the Viscoelastic Polymer Melt Flow in Material Extrusion Additive Manufacturing
10.1080/17452759.2023.2300666 · ExternalCitation · doi-reference
Rationalising the Onset of Bistability in Polylactic Acid (PLA) Bilayer Laminates Using Fused Filament Fabrication (FFF)
10.1080/17452759.2026.2618395 · ExternalCitation · doi-reference
Optimal Design of Plasticizing Screw Using Artificial Intelligent Approach
10.1088/1742-6596/1500/1/012022 · ExternalCitation · doi-reference
Training Feedforward Networks with the Marquardt Algorithm
10.1109/72.329697 · ExternalCitation · doi-reference
Particle Swarm Optimization: A Comprehensive Survey
10.1109/access.2022.3142859 · ExternalCitation · doi-reference
Analysis of Process Parameters Related to the Single-Screw Extrusion of Recycled Polypropylene Blends by Using Design of Experiments
10.1177/8756087916649006 · ExternalCitation · doi-reference
Effect of Process Variables on Melt Temperature Profiles in Extrusion Process Using Single Screw Plastics Extruder
10.1179/146580103225002731 · ExternalCitation · doi-reference
A Survey of Cross-Validation Procedures for Model Selection
10.1214/09-ss054 · ExternalCitation · doi-reference
Predicting the Non-Linear Conveying Behavior in Single-Screw Extrusion: A Comparison of Various Data-Based Modeling Approaches Used with CFD Simulations
10.1515/ipp-2020-4094 · ExternalCitation · doi-reference
10.20944/preprints202304.0048.v1
10.20944/preprints202304.0048.v1 · ExternalCitation · doi-reference
10.20944/preprints202502.1381.v1
10.20944/preprints202502.1381.v1 · ExternalCitation · doi-reference
10.3390/app13010226
10.3390/app13010226 · ExternalCitation · doi-reference
10.3390/app152111726
10.3390/app152111726 · ExternalCitation · doi-reference
10.3390/fluids10010009
10.3390/fluids10010009 · ExternalCitation · doi-reference
10.3390/polym11122106
10.3390/polym11122106 · ExternalCitation · doi-reference
10.3390/polym12061306
10.3390/polym12061306 · ExternalCitation · doi-reference
10.3390/polym15193878
10.3390/polym15193878 · ExternalCitation · doi-reference
10.3390/polym16091197
10.3390/polym16091197 · ExternalCitation · doi-reference
10.3390/polym16131793
10.3390/polym16131793 · ExternalCitation · doi-reference
10.3390/polym17020215
10.3390/polym17020215 · ExternalCitation · doi-reference
10.3390/polym17040438
10.3390/polym17040438 · ExternalCitation · doi-reference
10.3390/polym18091122
10.3390/polym18091122 · ExternalCitation · doi-reference
