AI Empowers Materials Science
Making Complex Calculations Accessible
An all-in-one AI tool platform for materials science researchers. No environment setup needed—start your AI research journey in 5 minutes.
Six AI Tools, Covering Your Full Research Workflow
From materials calculation to paper publication, AI assists at every step—so you focus on scientific discovery, not tooling.
Material Workbench
AI-Powered Browser Computing
LLM-driven computation platform running entirely in browser using Pyodide. Natural language to code, parameter protection, real-time monitoring, and project management.
- Natural language to code
- Browser-based Pyodide
- Parameter lock protection
- Real-time monitoring
AI Code Generator
Intelligently Write & Fix Code
Powered by Kimi K2.5. Describe your needs in natural language and AI generates materials science code. Bugs? AI detects and fixes them automatically.
- Natural language to code
- Auto bug detection & fix
- Multi-language support
Paper Writing Assistant
AI-Assisted Academic Writing
Intelligently organizes research ideas, auto-generates introductions and literature reviews, AI-polishes academic expression, and translates between Chinese and English.
- Auto-generate introduction
- Literature review summary
- CN/EN academic translation
Chart Analyzer
Upload Chart, AI Writes
Upload materials science charts (XRD, SEM, TEM, etc.), AI automatically analyzes data and generates standard figure descriptions for your paper.
- Recognizes multiple chart types
- Auto-generates descriptions
- Supports batch processing
AI+LAMMPS Lab
Natural Language Drives Molecular Simulation
Revolutionary research experience: describe your simulation in Chinese or English, AI generates the LAMMPS script, runs it in the cloud, and interprets the results.
- Natural language script generation
- Cloud parallel computing
- AI result interpretation
Introduction Finder
Discover Your Introduction
Paste your Methods, Results & Conclusions — AI writes a Nature/Science-standard Introduction. Or chat with an AI advisor to develop your research story, generate a full draft, and get calculation recommendations.
- Generate intro from your draft
- Research direction discussion
- Full paper + calc recommendations
Sign Up Free — Claim Your Research Credits
Verify your email, then get approved by the admin to receive starter credits. Invite friends, student verification, or sharing also earns more.
Register + Admin Approval
Create an account, verify your email, then after admin approval receive 30 credits (30 days from approval; calendar-independent).
Invite a Colleague
Share your referral link. When a friend registers and uses a tool, both of you earn 50 credits.
Student Verification
Upload your student ID or verify with a .edu email. Once approved, you receive 50 bonus credits.
Share Your Results
Post an AI-generated introduction or analysis with our hashtag on social media and earn 20 credits per approved share.
Your First 30 Credits Are Waiting
No credit card required. Start exploring AI tools in under 2 minutes.
Choose Your Plan
Start free, upgrade anytime. All plans include a money-back guarantee.
推广体验价（约合参考原价 2 折），正式运营后将恢复原价
Free
For researchers exploring AI research tools
- 100 credits / month
- SLMat basic (5/day)
- AI code generation (10/day)
- Blog & tutorial access
- Community forum support
- Paper writing assistant
- Chart analysis
- AI+LAMMPS Lab
- API access
- Priority support
Pro
For graduate students and researchers with computing needs
MSRP¥995/mo
- 1,200 credits / month
- SLMat unlimited
- AI code generation unlimited
- Blog & tutorial access
- Email support
- Paper writing assistant
- Chart analysis
- AI+LAMMPS Lab
- API access
- Priority support
Team
For research groups and labs with collaboration needs
MSRP¥3995/mo
- 6,000 credits / month (shared)
- SLMat unlimited
- AI code generation unlimited
- Blog & tutorial access
- Dedicated customer support
- Paper writing assistant
- Chart analysis
- AI+LAMMPS Lab
- API access
- Priority support
Need an Enterprise Plan?
Private deployment, custom model training, enterprise API integration. Contact us for a tailored quote.
Start Your AI Research Journey
Join thousands of materials science researchers and boost your efficiency with AI.