Copertina

Predicting Stress and Damage in Carbon Fiber-Reinforced Composites Deformation Process using Composite U-Net Surrogate Model

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Chen, Zeping, Yacouti, Marwa, Shakiba, Maryam, Wang, Jian-Xun, Luo, Tengfei, Varshney, Vikas
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Modeling of the Healing Process of Polycaprolactone‐Interleaved Carbon Fiber–Reinforced Composites
di: Balázs Magyar, et al.
Pubblicazione: (2025)

Microscale Modeling and Damage Mechanisms of Fiber‐Reinforced Composites With Perpendicularly Embedded Optical Fibers
di: Lei Yang, et al.
Pubblicazione: (2025)

Reliable Uncertainty Quantification for Fiber Orientation in Composite Molding Processes using Multilevel Polynomial Surrogates
di: Salatovic, Stjepan, et al.
Pubblicazione: (2024)

Micro‐Damage Behaviors and Performance Prediction of Fiber‐Reinforced Composites With Different Curvatures Under Multiaxial Loads
di: Yao Cai, et al.
Pubblicazione: (2025)

Origins of Damage Tolerance in Polyethylene Fiber Composites
di: D. C. Prevorsek, et al.
Pubblicazione: (1993)

Direct FE 2 ‐Based Multiscale Modeling of Progressive Damage in Woven Carbon Fiber Composites
di: Lianhua Ma, et al.
Pubblicazione: (2025)

Process Optimization and Performance Investigation of Short Carbon Fiber Reinforced Nylon 6 Composites
di: Yukun Jia, et al.
Pubblicazione: (2026)

Mechanical and Tribological Properties of Carbon Fiber Reinforced POM Composite Filled With Maleamidic Acid Treated Carbon Nanotube
di: Li Jian, et al.
Pubblicazione: (2024)

Reduced-Dimension Surrogate Modeling to Characterize the Damage Tolerance of Composite/Metal Structures
di: Arndt, Corey, et al.
Pubblicazione: (2022)

Ensemble Feature Selection for Clustering Damage Modes in Carbon Fiber‐Reinforced Polymer Sandwich Composites Using Acoustic Emission
di: Abdulkadir Gulsen, et al.
Pubblicazione: (2024)

Ensemble Feature Selection for Clustering Damage Modes in Carbon Fiber‐Reinforced Polymer Sandwich Composites Using Acoustic Emission
di: Abdulkadir Gulsen, et al.
Pubblicazione: (2024)

Physics and chemistry-based constitutive framework for thermo-chemically aged elastomer using phase-field approach
di: Najmeddine, Aimane, et al.
Pubblicazione: (2022)

Study on the Damage Evolution Mechanism of Fiber‐Reinforced Composite Pipe Under Tensile Load
di: Zaixing Zhang, et al.
Pubblicazione: (2025)

Interfacial Chemistry Behind Damage Monitoring in Glass Fiber‐Reinforced Composites: Attempts and Perspectives
di: Marta Colombo, et al.
Pubblicazione: (2025)

Microstructure–Mechanical Response Relationship in Discontinuous Fiber‐Reinforced SMC Composites: Damage Mechanisms
di: Mohammadali Shirinbayan
Pubblicazione: (2026)

Micromechanical Modeling and Damage Mechanism Analysis of M55J High‐Modulus Carbon Fiber Composites With Diverse Fiber Arrangements
di: Likun Zheng, et al.
Pubblicazione: (2025)

Progress on Microwave Absorption Performance of Carbon Fiber Reinforced Composites
di: Yizhi Ma, et al.
Pubblicazione: (2024)

Influences of Hygrothermal Aging on Low‐Velocity Impact Damage Characteristics of Carbon Fiber Reinforced Composite Laminates: An Experimental and Numerical Study
di: Haiyang Li, et al.
Pubblicazione: (2025)

Effect of Embedded Wrinkle Defects on the Tensile Performance and Damage Mechanism of Glass Fiber Reinforced Composites
di: Jie Mei, et al.
Pubblicazione: (2026)

Machine Learning Assisted Prediction of Recovered Angle of Carbon Fiber Reinforced Shape Memory Epoxy Carbon Composites
di: Mehrab Hasan, et al.
Pubblicazione: (2026)

Characterization and Simulation‐Based Analysis of the Damage Evolution of Carbon Fiber Composites Under Transverse Compression
di: Yu Li, et al.
Pubblicazione: (2025)

Deformation Behavior and Mechanical Properties of Continuous Fiber Reinforced Thermoplastic Composite Laminates in Integrated Overmolding
di: Qihui Ying, et al.
Pubblicazione: (2025)

Probabilistic Predictions of Process-Induced Deformation in Carbon/Epoxy Composites Using a Deep Operator Network
di: Kiyani, Elham, et al.
Pubblicazione: (2025)

A New Infiltration Modelling for Fabrication Process of Short Fiber Reinforced Aluminum Composites
di: C. Kang, et al.
Pubblicazione: (1995)

Solvolysis Process for Recycling Carbon Fibers from Epoxy‐Based Composites
di: Daniele Tortorici, et al.
Pubblicazione: (2024)

Strength Prediction of Impact Damaged Composites - An Engineering Model -
di: K. Wolf
Pubblicazione: (1993)

Polypropylene Composites and Hybrid Composites Reinforced With Sugarcane Bagasse Fibers and Nanoclays: Structure–Processing–Properties Relationships
di: Mohamed Ait Balla, et al.
Pubblicazione: (2026)

DiffHybrid-UQ: Uncertainty Quantification for Differentiable Hybrid Neural Modeling
di: Akhare, Deepak, et al.
Pubblicazione: (2023)

Print Process Optimization and Viscoelastic Characterization of Vat‐Photopolymerized Glass Fiber‐Reinforced Composites via Experimental and Predictive Modeling
di: Annada Prasad Moharana, et al.
Pubblicazione: (2026)

Strength Analysis of Carbon Fiber Composite Flywheel Energy Storage Rotor Based on Progressive Damage Failure
di: Yajun Wang, et al.
Pubblicazione: (2024)

Failure Mechanism and Damage Tolerance Correlation Analysis of Carbon Fiber Reinforced Composites Under Compression After Impact Based on Multi‐Source Monitoring
di: Hui Cai, et al.
Pubblicazione: (2026)

Carbon Fiber Cloth Reinforced A1 Composites by Pressure-Regulated Infiltration
di: H. Li, et al.
Pubblicazione: (1993)

Laser‐Assisted Automated Fiber Placement of Continuous Carbon Fiber‐Reinforced Thermoplastic Composites: A Review
di: Duquan Zuo, et al.
Pubblicazione: (2026)

Lightweight, Flexible Electromagnetic Shielding Composite Films Reinforced with Recycled Carbon Fibers and Carbon Nanofillers
di: ZhiJing Xue, et al.
Pubblicazione: (2025)

Deep Learning Approach for Predicting Stress Fields in Composites With Diverse Fiber Volume Fractions
di: Qiuze Yao, et al.
Pubblicazione: (2025)

Evaluation of Hole Geometry and Damage Mechanisms in Abrasive Water Jet Machining of Flax Fiber Reinforced Epoxy Composites
di: Govindan P., et al.
Pubblicazione: (2026)

Repeated Double‐Point Low‐Velocity Impact Response and Damage Interference Mechanism of Glass Fiber‐Reinforced Composites
di: Hao Li, et al.
Pubblicazione: (2025)

Mussel‐Inspired Polydopamine Coating for Damage‐Free Anchoring of Carbon Black to Improve the Interface Performance of Carbon Fiber/Resin Composites
di: Dongliang Wu, et al.
Pubblicazione: (2025)

On the Influence of the Fiber Curvature on the Stiffness of Long Fiber Reinforced Composites
di: Celine Lauff, et al.
Pubblicazione: (2025)

Prediction of Fire Damage to Composite Aircraft Structures
di: H. L. McManus
Pubblicazione: (1993)