Property Prediction Visualization for Multi-Property Material Design
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Solution Overview
Problem
Existing material development methods struggle to effectively visualize and grasp the change tendencies in multiple features or physical property values, necessitating complex coordinate system comparisons.
Innovation Solution
A property prediction device and method that utilizes a standard design determination unit, neighboring design generation unit, and visualization unit to arrange symbols on a plane based on design and property values, allowing for easy visualization of relationships and change tendencies using color representations.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of information
If multiple coordinate systems are used to display relationships between features and physical property values, then the information completeness is improved, but the device complexity and ease of operation deteriorate
Solution Approach 1:
The patent merges multiple coordinate systems into a single unified display coordinate system. Multiple features and physical property values are plotted on the same coordinate plane, with each parameter represented by symbols of different attributes (color, shape, size) rather than requiring separate coordinate systems. This integration maintains complete information while eliminating the complexity of managing and comparing multiple coordinate systems.
Solution Approach 2:
The patent transitions from multiple two-dimensional coordinate systems to a single multi-dimensional display space. By encoding additional parameters through symbol attributes (color for first parameter, shape for second parameter, size for third parameter), the system effectively adds dimensions to the visualization without requiring additional coordinate planes, thus maintaining information completeness while simplifying the display structure.
2Loss of information
If multiple coordinate systems are used to display relationships between features and physical property values, then the information completeness is improved, but the ease of operation deteriorates
Solution Approach 1:
The patent combines multiple coordinate systems into one unified display, allowing users to view all features and physical property values on a single coordinate plane. This eliminates the need to switch between or manually compare multiple coordinate systems, significantly improving ease of operation while preserving complete information through the use of differentiated symbol attributes.
Solution Approach 2:
The patent applies local quality by assigning different visual attributes to symbols representing different parameters. Each parameter (first parameter, second parameter, third parameter) is encoded with specific visual characteristics (color, shape, size), allowing users to quickly distinguish and analyze individual parameters within the unified display without the complexity of multiple coordinate systems.
3Loss of information
If multiple parameters are visualized using different symbol attributes, then the information completeness is improved, but the device complexity increases
Solution Approach 1:
The patent utilizes symbol attributes (color, shape, size) as additional dimensions to represent multiple parameters within a single coordinate system. Instead of requiring separate coordinate planes for each parameter, the system encodes parameter information in the visual properties of symbols, effectively adding dimensions to the visualization without increasing system complexity.
Solution Approach 2:
The patent applies local quality by assigning specific visual attributes to represent different parameters: color for the first parameter, shape for the second parameter, and size for the third parameter. This differentiation allows complete parameter information to be conveyed through simple visual variations rather than complex system structures.
Data Source
AI summary
A relation between design conditions and property prediction values of a target substance is visualized to be easily grasped. A standard design determination unit configured to determine a standard design condition representing a design condition in a target substance produced using two or more material substances, a neighboring design generation unit configured to generate a plurality of neighboring design conditions by changing one design value with respect to the standard design condition, a property prediction unit configured to predict two or more property values under each of the plurality of neighboring design conditions, and a visualization unit configured to arrange symbols corresponding to the plurality of neighboring design conditions, on a plane having the design value and a first property value as axes, in a color representation corresponding to a second property value, are included.