FWI-FE-401: Create useSimulation hook to handle complex scenario requests to FastAPI ML endpoints

[donkasun]

Description

Enhance useSimulation hook to handle complex scenario requests. Include progress tracking, error handling, and result caching. Implement retry logic for failed requests and optimistic updates for better UX. Add support for scenario comparison and batch processing.

Dependencies

• EPIC-3 (Backend simulation engine)

Acceptance Criteria

• Enhance useSimulation hook for complex scenarios
• Add progress tracking for long-running simulations
• Implement comprehensive error handling
• Add result caching for performance
• Include retry logic for failed requests
• Add optimistic updates for better UX
• Support scenario comparison functionality
• Include batch processing capabilities

Technical Notes

• Use TanStack Query for data management
• Implement proper error boundaries
• Add progress indicators and notifications
• Consider real-time updates for live simulations

[donkasun]

Related to EPIC-4: Results Visualization #18

[donkasun]

Parent Epic: #18 - EPIC-4: Results Visualization