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Trace Elements
Add Labels
Connect Elements
Remove Original
Material type (Aluminium, Copper, etc.)
Production route (raw vs recycled)
Energy consumption
Transport and logistics
End-of-life scenarios (reuse, recycling, disposal)
Clean and standardize input data
Identify missing parameters
Compute Life Cycle Assessment based on inputs and predictions
Evaluate conventional vs circular processing pathways
Predict missing data using ML models
Estimate environmental indicators (emissions, energy use, water use etc.)
Predict circularity metrics (recycled content, potential reuse, resource efficiency)
Provide actionable insights to improve circularity
Generate downloadable reports for decision-making
Display environmental impacts across the value chain
by Ashwin
