Node-Level Simulation
Execute and test individual nodes in isolation to understand their behavior before building production workflows.
Understand Before You Execute
Node simulation is the foundation of MedChem Lab. It allows you to run any node in isolation, adjust parameters, and observe outputs—all without touching production data or workflows.
This approach ensures that when you build workflows in Studio, you already understand exactly how each component behaves.
Interactive simulation environment
Simulation Capabilities
Everything you need to thoroughly understand node behavior
Single Node Execution
Run individual nodes in isolation to understand their exact behavior and outputs before integrating into larger workflows.
Parameter Configuration
Adjust input parameters in real-time and see how they affect node outputs immediately.
Output Visualization
Visualize node outputs with built-in charts, tables, and molecular viewers for quick understanding.
Iterative Testing
Quickly iterate through different configurations to find optimal parameter settings.
Step-by-Step Inspection
Examine intermediate results at each stage of computation for complete transparency.
Node Chaining Preview
Test how multiple nodes work together before building full production workflows.
When to Use Simulation
Learning New Nodes
When you encounter a new node type, simulation lets you experiment with its inputs and outputs to build intuition.
Debugging Workflows
Isolate problematic nodes and test them independently to identify where issues originate.
Parameter Optimization
Find the best parameter values by running many small simulations before committing to production runs.
Training Team Members
New scientists can safely experiment without affecting production data or workflows.
Ready to explore node simulation?
Start experimenting with Lab's simulation capabilities.