Multi-dimensional Modeling

Multi-dimensional modeling is a method for representing complex systems through multiple interacting variables, dimensions, or perspectives rather than a single simplified description. In engineering, models combine factors such as geometry, time, material properties, loads, and operating conditions, then use mathematical relationships, computational algorithms, or simulations to evaluate how changes in one dimension affect the others. This approach supports design optimization, performance analysis, process control, and prediction of system behavior under varied conditions. By integrating diverse data and physical relationships, multi-dimensional modeling helps engineers compare alternatives, identify constraints, and develop more reliable and efficient technologies.

Multi-dimensional Modeling - Related Videos

Research

JoVE Journal - Engineering

Using Synchrotron Radiation Microtomography to Investigate Multi-scale Three-dimensional Microelectronic Packages

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Cited by 5 •

2016

For this study synchrotron radiation micro-tomography, a non-destructive three-dimensional imaging technique, is employed to investigate an entire microelectronic package with a cross-sectional area of 16 x 16 mm. Due to the synchrotron's high flux and brightness the sample was imaged in just 3 min with an 8.7 µm spatial resolution.

Basic Three-Dimensional (3D) Intestinal Model System with an Immune Component

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Cited by 5 •

2023

Here we describe constructing a basic three-dimensional (3D) intestinal cell line model system and a paraffin embedding protocol for light microscopic evaluation of fixed intestinal equivalents. Staining of selected proteins permits the analysis of multiple visual parameters from a single experiment for potential use in preclinical drug screening studies.

Synthetic, Multi-Layer, Self-Oscillating Vocal Fold Model Fabrication

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Cited by 49 •

2011

The methodology for fabricating synthetic vocal fold models is described. The models are life-sized and mimic the multi-layer structure of the human vocal folds. Results show the models to self-oscillate at pressures comparable to lung pressure and demonstrate flow-induced vibratory responses that are similar to those of human vocal folds.

A Three-Dimensional Co-culture Model of Infiltrating T Cells in Tumor Spheroids

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2025

This video demonstrates a method to establish a three-dimensional tumor spheroid and T cell co-culture. An agarose cast with microwells containing tumor spheroids is prepared, followed by the addition of T cells. After incubation, this setup allows studying the interaction of T cells with tumor spheroids in a controlled three-dimensional environment.

Pipeline for Multi-Scale Three-Dimensional Anatomic Study of the Human Heart

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Cited by 4 •

2024

This protocol presents a comprehensive pipeline to analyze samples obtained from human hearts that span the microscopic and macroscopic scales.

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