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Accurate prediction of polymer material properties through data-driven approaches greatly accelerates novel material development by reducing redundant experiments and trial-and-error processes. However, inevitable outliers in empirical…

软凝聚态物质 · 物理学 2025-06-11 Wanshan Cui , Yejin Jeong , Inwook Song , Gyuri Kim , Minsang Kwon , Donghun Lee

Poly(ethylene terephthalate) (PET), a widely used thermoplastic in packaging, textiles, and engineering applications, is valued for its strength, clarity, and chemical resistance. Increasing environmental impact concerns and regulatory…

软凝聚态物质 · 物理学 2025-11-10 Chiho Kim , Wei Xiong , Akhlak Mahmood , Rampi Ramprasad , Huan Tran

Additive manufacturing is becoming increasingly popular in academia and industry. Accordingly, there has been a growing interest in characterizing 3D printed samples to determine their structural integrity behaviour. We employ the Essential…

应用物理 · 物理学 2019-06-28 I. I. Cuesta , E. Martinez-Pañeda , A. Díaz , J. M. Alegre

The paper presents an innovative methodology based on the use of a new predictive algorithm created by the researchers capable of obtaining the elastic modulus of a plastic material manufactured with MEX and its mechanical behaviour in the…

计算工程、金融与科学 · 计算机科学 2025-08-20 J. M. Mercado Colmenero , C. Martin Donate

Soft polymers are ubiquitous materials in nature and as engineering materials with properties varying from rate-independent to rate-dependent. Current fracture toughness measures are non-unique for rate-dependent soft materials for varying…

软凝聚态物质 · 物理学 2026-03-17 Aditya Konale , Vikas Srivastava

This study investigated, experimentally and numerically, the fracturing behavior of thermoset polymer structures featuring cracks and sharp u-notches. It is shown that, even for cases in which the sharpness of the notch would suggest…

软凝聚态物质 · 物理学 2018-12-17 Yao Qiao , Marco Salviato

The present work introduces a novel numerical approach for the process modeling of fiber-reinforced thermoset polymers at the micro-scale level, that can be used to predict curing-induced residual stresses. The cure kinetics is described…

应用物理 · 物理学 2022-12-14 Manish H. Nagaraj , Marianna Maiaru

The elastic tensor provides valuable insight into the mechanical behavior of a material with lattice strain, such as disordered binary alloys. Traditional stress-strain methods have made it possible to compute elastic constants for ordered…

材料科学 · 物理学 2025-11-06 Surya T. Bijjala , Susan R. Atlas , Pankaj Kumar

High temperature REBCO superconducting tapes are very promising for high-field magnets. Under high magnetic fields there are high electro-mechanical forces, and thus concern for mechanical damage. Due to large screening currents and…

超导电性 · 物理学 2025-02-18 Arpit Kumar Srivastava , Enric Pardo

Theoretical analyses and experiments have been carried out to investigate fracture behavior of glassy polymers. Our birefringence measurements quantify the local stress buildup at cut tip during different stages of drawing. Based on…

软凝聚态物质 · 物理学 2022-12-02 Travis Smith , Chaitanya Gupta , Caleb Carr , Shi-Qing Wang

Compression experiments are widely used to study the mechanical properties of materials at micro- and nanoscale. However, the conventional engineering stress measurement method used in these experiments neglects to account for the…

材料科学 · 物理学 2025-07-24 Jalal Smiri , Oguz Umut Salman , Matteo Ghidelli , Ioan R. Ionescu

We study the fatigue fracture of disordered materials by means of computer simulations of a discrete element model. We extend a two-dimensional fracture model to capture the microscopic mechanisms relevant for fatigue, and we simulate the…

无序系统与神经网络 · 物理学 2009-11-11 H. A. Carmona , F. Kun , J. S. Andrade , H. J. Herrmann

Design of large composite structures requires understanding the scaling of their mechanical properties, an aspect often overlooked in the literature on composites. This contribution analyzes, experimentally and numerically, the…

材料科学 · 物理学 2016-05-23 Marco Salviato , Kedar Kirane , Shiva Esna Ashari , Zdenek Bazant , Gianluca Cusatis

The study is devoted to geometrically non-linear modelling of viscoplastic structures with residual stresses. We advocate and develop a special approach to residual stresses based on the transition between reference configurations. The…

材料科学 · 物理学 2021-04-06 I. I. Tagiltsev , A. V. Shutov

This project is focused on investigating the structural performance of parts and structures produced using the latest additive manufacturing techniques. For additive manufacturing of test coupons, fused deposition modeling of…

应用物理 · 物理学 2025-03-25 Hunter Watts , Ryan Premo , Wayne Huberty , Chris Bounds , Han-Gyu Kim

The separation of different kind of plastic particles is required in the process of waste recycling. For the separation drum processes passed through by a liquid are applicable. Thereby the separation is based on the principle that…

流体动力学 · 物理学 2017-11-15 Darius Markauskas , Harald Kruggel-Emden , Viktor Scherer

This study presents the simulation, experimentation, and design considerations of a Poly(vinylidene fluoride co-trifluoroethylene)/ Polyethylene Terephthalate (PVDF-TrFe / PET), laser-cut, flexible piezoelectric energy harvester. It is…

系统与控制 · 电气工程与系统科学 2022-10-25 Berkay Kullukcu , Levent Beker

Epoxy is widely used primarily as a matrix material in the manufacture of polymer matrix composite. Epoxy behavior under compression load has to be understood before the mechanical behavior of polymer matrix composite can be accurately…

材料科学 · 物理学 2014-02-28 Irfan Dwi Aditya , Widayani , Sparisoma Viridi , Siti Nurul Khotimah

Clinical randomized controlled trials (RCTs) collect hundreds of measurements spanning various metric types (e.g., laboratory tests, cognitive/motor assessments, etc.) across 100s-1000s of subjects to evaluate the effect of a treatment, but…

机器学习 · 计算机科学 2024-06-25 Sayeri Lala , Niraj K. Jha

Polyurethane adhesives are extensively used in manufacturing of the lightweight components. These adhesives are hygroscopic in nature causing the material to degrade their mechanical properties due to ageing under environmental conditions.…

应用物理 · 物理学 2024-06-10 Siva Pavan Josyula , Stefan Diebels
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