Getting Started
A step-by-step guide to using the Data Driven Models platform.
Request Access
Click Request Access and fill in your name, email, institution, and desired access level. An administrator will review and approve your account, typically within 1–2 business days.
Sign In
Once approved, sign in with your email and password. You'll see your assigned role in the navigation bar. Different roles unlock different features (see below).
Explore Project Data
Go to Data Explorer and select your project. Browse datasets organised by category — material data, simulation results, ANN models, and more. Download files directly to your local machine.
Use Interactive Apps
Go to Apps to access deployed ML models. Enter material properties and get instant quality predictions with GREEN/YELLOW/RED traffic light status and SHAP explanations showing which inputs drive the result.
Read Research Publications
Visit the Research page to browse published papers, conference proceedings, and demo videos from all projects. Download PDFs and follow DOI links to external publishers.
User Roles
Your role determines what you can see and do on the platform.
Browse public projects, publications, and request data access.
Download datasets, use ML apps, and access assigned project data.
Full access: manage users, upload data, AI chat, model control, and system settings.