Material research from the viewpoint of functional motifs

XM Jiang, S Deng, MH Whangbo… - National Science …, 2022 - academic.oup.com
As early as 2001, the need for the 'functional motif theory'was pointed out, to assist the
rational design of functional materials. The properties of materials are determined by their …

[HTML][HTML] An overview of the recent advances in composite materials and artificial intelligence for hydrogen storage vessels design

M Nachtane, M Tarfaoui, M Abichou, A Vetcher… - Journal of Composites …, 2023 - mdpi.com
The environmental impact of CO2 emissions is widely acknowledged, making the
development of alternative propulsion systems a priority. Hydrogen is a potential candidate …

Physics informed neural networks for continuum micromechanics

A Henkes, H Wessels, R Mahnken - Computer Methods in Applied …, 2022 - Elsevier
Recently, physics informed neural networks have successfully been applied to a broad
variety of problems in applied mathematics and engineering. The principle idea is the usage …

[HTML][HTML] Experimental investigation of effect of fiber length on mechanical, wear, and morphological behavior of silane-treated pineapple leaf fiber reinforced polymer …

PB Anand, A Lakshmikanthan… - Fibers, 2022 - mdpi.com
The development of the best properties in polyester composite from pineapple leaf fiber
(PALF) as a reinforcing material is a subject of interest. The properties of PALF are reliant …

Understanding and modeling polymers: The challenge of multiple scales

F Schmid - ACS Polymers Au, 2022 - ACS Publications
Polymer materials are multiscale systems by definition. Already the description of a single
macromolecule involves a multitude of scales, and cooperative processes in polymer …

[HTML][HTML] Application of lightweight structure in automobile bumper beam: a review

B Du, Q Li, C Zheng, S Wang, C Gao, L Chen - Materials, 2023 - mdpi.com
The bumper beam is an important device to ensure the safety of the car, which can
effectively alleviate the force and absorb energy when the car collides. Traditional bumper …

[HTML][HTML] Modeling strategies of finite element simulation of reinforced concrete beams strengthened with FRP: A review

MZ Naser, RA Hawileh, J Abdalla - Journal of Composites Science, 2021 - mdpi.com
Fiber-reinforced polymer (FRP) composites do not only possess superior mechanical
properties, but can also be easy to tailor, install, and maintain. As such, FRPs offer novel and …

[HTML][HTML] Prediction of tensile performance for 3D printed photopolymer gyroid lattices using structural porosity, base material properties, and machine learning

J Peloquin, A Kirillova, C Rudin, LC Brinson, K Gall - Materials & Design, 2023 - Elsevier
Advancements in additive manufacturing (AM) technology and three-dimensional (3D)
modeling software have enabled the fabrication of parts with combinations of properties that …

MechAgents: Large language model multi-agent collaborations can solve mechanics problems, generate new data, and integrate knowledge

B Ni, MJ Buehler - Extreme Mechanics Letters, 2024 - Elsevier
Solving mechanics problems using numerical methods requires comprehensive intelligent
capability of retrieving relevant knowledge and theory, constructing and executing codes …

[HTML][HTML] Classification of textile polymer composites: Recent trends and challenges

N Amor, MT Noman, M Petru - Polymers, 2021 - mdpi.com
Polymer based textile composites have gained much attention in recent years and gradually
transformed the growth of industries especially automobiles, construction, aerospace and …