Hydrogel ML · PIML Platform

Configuration

Desired Properties

Define your desired properties above, then run the optimizer to suggest formulations for your next experiment.

Repulsion Sigma (σ): Defines the exclusion radius (in concentration % w/v) around existing and proposed formulations to avoid duplicate or redundant experiments.
• Increase this value (e.g., 0.3 - 0.5%) to force the optimizer to suggest chemically diverse formulations spread across the entire range (ideal for initial screening).
• Decrease this value (e.g., 0.05 - 0.15%) to allow suggestions to group closer together (ideal for fine-tuning near a known target).

Suggested experiments

Run the optimizer to view recommended next experiments.

Comments

Multi-Objective Optimization Dashboard

Model Training Data & Methodology