Search
Search Results
-
Multiscale modeling of lubrication flows under rarefied gas conditions
We present a multiscale method for simulating non-equilibrium lubrication flows. The effect of low pressure or tiny lubricating geometries that gives...
-
On the flow conditions requiring detailed geometric modeling for multiscale evaluation of coastal forests
The multiscale evaluation method is applied to assess the influence of detailed geometric modeling of trees on their macroscopic attenuation effect...
-
Multiscale modeling of freeze-thaw behavior in granular media
This paper presents a hierarchical multiscale modeling paradigm to simulate the freeze-thaw behavior in granular media. The multiscale strategy...
-
Multiscale basis modeling of 3D melt-pool morphological variations for manufacturing process monitoring
Laser powder bed fusion is a key technology of additive manufacturing that enables the fabrication of metal parts with complex geometry through a...
-
Graph-enhanced deep material network: multiscale materials modeling with microstructural informatics
This study addresses the fundamental challenge of extending the deep material network (DMN) to accommodate multiple microstructures. DMN has gained...
-
Recent studies on the multiscale modeling and simulation of polymer nanocomposites
In this study, we introduce the multiscale analysis technology for nanocomposites. First, our focus lies on the introduction to the multiscale...
-
Design and analysis of a carbon nanotube-based strain gauge via multiscale modeling
The gauge factor of strain gauges depends on several factors such as the geometry of the gauge and the piezoresistive properties of the materials...
-
Data-driven physics-constrained recurrent neural networks for multiscale damage modeling of metallic alloys with process-induced porosity
Computational modeling of heterogeneous materials is increasingly relying on multiscale simulations which typically leverage the homogenization...
-
Multiscale computational modeling of aortic valve calcification
Calcific aortic valve disease (CAVD) is a common cardiovascular disease that affects millions of people worldwide. The disease is characterized by...
-
Heterogeneous robot teams for modeling and prediction of multiscale environmental processes
This paper presents a framework to enable a team of heterogeneous mobile robots to model and sense a multiscale system. We propose a coupled...
-
Modeling arbitrarily oriented and reorienting multiscale cracks in composite materials with adaptive multiscale discrete damage theory
An adaptive multiscale modeling approach based on the multiscale discrete damage theory (MDDT) is established to describe formation of arbitrarily...
-
Efficient multiscale modeling of heterogeneous materials using deep neural networks
Material modeling using modern numerical methods accelerates the design process and reduces the costs of develo** new products. However, for...
-
Electro-Chemo-Mechanical Modeling of Multiscale Active Materials for Next-Generation Energy Storage: Opportunities and Challenges
Although lithium-ion batteries represent the best available rechargeable battery technology, a significant energy and power density gap exists...
-
A State-of-the-Art Review on Machine Learning-Based Multiscale Modeling, Simulation, Homogenization and Design of Materials
Multiscale simulation and homogenization of materials have become the major computational technology as well as engineering tools in material...
-
A Short Review of the Literature on the Multiscale Modeling of Nanoparticle-Reinforced Composites
In recent years, various nanocomposites based on the inherent properties of nanofillers have been actively investigated. When nanoparticles are...
-
A Review on Multiscale Modeling of Asphalt: Development and Applications
Modeling is an important approach for describing the physical and mechanical properties of asphalt, which can be employed to analyze the properties...
-
Machine Learning Interatomic Potentials: Keys to First-Principles Multiscale Modeling
Machine learning interatomic potentials (MLIPs) provide exceptional opportunities to accurately simulate atomistic systems and/or accelerate the...
-
Dam** of aluminum-matrix composite reinforced by carbon nanotube: Multiscale modeling and characteristics
It is a crucial requirement for structure-dam** materials to attain both stiffness and dam**; unfortunately, the two properties are usually...
-
Multiscale and Adaptive Modeling of Bubbling Flow and Slag Layer Behavior in Gas-Stirring Vessels
The bubble transportation and bubble–steel–slag interactions in gas-stirring vessels in metallurgical processes is a quite complicated multiphase...
-
Multiscale micromechanics modeling of plant fibers: upscaling of stiffness and elastic limits from cellulose nanofibrils to technical fibers
The mechanical properties of natural fibers, as used to produce sustainable biocomposites, vary significantly—both among different plant species and...
