Molecular Force Field Parameter Building System with Graph Visualization
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Solution Overview
Problem
Traditional molecular force field building systems face inefficiencies in managing and analyzing high-volume conformations, failing to meet the needs of modern pharmaceutical and materials research due to linear data structure limitations and inability to visually correspond with parameterized graph data structures, leading to low management efficiency and limited expansion of automatic building capabilities.
Innovation Solution
A computing task management and analysis system with a computing result analysis module and a task management module connected through a cloud computing interface, supporting interactive, custom, and automatic analysis, and enabling task submission to local or cloud servers, with graph data structure visualization and automatic path setting for efficient molecular force field parameter building.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of operation
If traditional list management methods are used for computing tasks, then the system structure is simple, but the management efficiency is low and cannot visually correspond to the parameterized graph data structure of actual force field
Solution Approach 1:
The system creates a visual copy of the force field parameterized graph data structure through a graphical interface, allowing users to interact with and manage computing tasks in a visual format that mirrors the actual data structure, thereby improving management efficiency without increasing underlying system complexity
Solution Approach 2:
The patent transitions from traditional linear list management to a graphical dimension that visually represents the parameterized graph data structure, enabling users to perceive and manage computing tasks in a multi-dimensional visual space that corresponds to the actual force field structure
2Productivity
If traditional static analysis methods are used for computing results, then the system is simple, but it cannot well support the analysis of high-volume conformations
Solution Approach 1:
The system implements dynamic analysis capabilities that can handle high-volume conformation data through automated workflows and interactive analysis tools, allowing the analysis system to adapt and scale with increasing data volumes while maintaining manageable complexity through modular design
Solution Approach 2:
The system incorporates automated analysis functions that can independently process and analyze computing results, reducing the need for manual intervention and enabling the system to handle large volumes of conformation data efficiently through self-service analysis capabilities
3Adaptability or versatility
If local or server cluster computing methods are used, then the system is simple to implement, but it cannot meet the needs of general force field building that can cover a larger chemical space
Solution Approach 1:
The system implements a cloud computing interface that provides universal access to distributed computing resources, enabling the system to handle diverse and large-scale force field building tasks across different chemical spaces while maintaining a unified and manageable system architecture through standardized interface design
Data Source
AI summary
The invention belongs to the technical field of the molecular force field and particularly relates to a computing task management and analysis system for molecular force field parameter building and an operation method thereof. The system comprises a computing result analysis module and a computing task management module, the computing result analysis module is connected with the computing task management module, and the computing task management module is connected with a force field building computing server through a cloud computing interface. The operation method comprises: (1) selecting a molecular force field building computing templates; (2) selecting a computing task submitting platform and submitting computing tasks; (3) retrieving computing results; and (4) analyzing the computing results. According to the invention, since force field building system users mainly including researchers do not have powerful open interface development capacity commonly, a convenient cloud computing calling interface is provided, and the force field building speed is improved; the system provides full-view and visual effects; an interactive analysis mode is provided for the force field building computing results, which facilitates quick location of a computing exception; and automatic task processing and analysis are supported.