AI for scientific research
Using Artificial intelligence in building apps and websites has never been easier with Scienceplus
SciencePlus.AI is a web application designed to assist researchers in every stage of their academic writing and publication journey, from initial project setup and literature review to manuscript drafting and submission. It leverages AI to streamline complex research tasks, aiming to make the process more efficient and intuitive.
Create your paper based on all the valid papers
Use Sienceplus to understand more quickly what science already knows, so that you can discover the unknown.
The application guides users through a structured workflow for their research projects, centered around several key steps:
Project Setup
Users define their research question (with AI-powered refinement and alternatives), select a research type, configure writing segments, and build a keyword plan for literature searches.
Literature Search
Users can search for academic papers based on their keyword plan, apply filters, and select relevant papers to add to their project. This stage simulates interactions with academic databases.
Paper Screening
This critical step allows users to define screening questions (manually or AI-generated) and then systematically review selected papers against these criteria. It includes AI-assisted auto-screening and a scoring system to help decide on paper inclusion/exclusion.
Manuscript Writing
This is the central hub for drafting the research paper. It contains AI assistant, source management, and full paper generation, An AI feature to generate a complete draft of the entire manuscript based on project context and segments.
Technical Aspects
Technology Stack
Responsiveness
Data Model
Architectural Patterns
The project development followed an iterative approach, with a strong focus on addressing both core functionality and underlying architectural quality. Key improvements and fixes during the process included:
- Centralized Configuration
- Code Duplication Elimination
- Optimized Database Interactions
- Enhanced User Experience with Toasts
- Improved State Synchronization
- Refactored Navigation
- Redundant Page Removal
The application prioritizes a seamless and intuitive user experience:
- Guided Workflow
- AI Assistance
- Real-time Feedback
- Responsive and Modern UI