From Patterns to Quantitative Insight
RHEED is more than observation.
It is a signal—rich, structured, and deeply tied to surface physics.
Pulse turns that signal into measurable, actionable insight in real time.
Oscillation Intelligence
Automatically extract growth dynamics directly from RHEED:
- Oscillation detection and fitting
- Growth rate estimation
- Damping and drift tracking
- Continuous monitoring during deposition
What was once visual interpretation becomes quantitative feedback.
III–N Growth & Temperature Analysis
Pulse goes beyond generic fitting with physics-aware models:
- Bilayer oscillation analysis
- Droplet desorption tracking
- Temperature estimation from surface behaviour
Designed specifically for III–N systems, where subtle changes carry critical meaning.
Frame-Level Intelligence via API
Every frame can become a data point.
Through the REST API, Pulse enables:
- External AI model integration
- Per-frame captions and annotations
- Custom analysis pipelines
- Real-time or post-process workflows
You are not limited to built-in tools.
You can extend the system to match your research.
Built to Evolve
This is not a fixed feature set.
It is a growing analytical framework.
New models, new methods, and deeper integrations are continuously being developed—expanding what RHEED can tell you about your process.
Why It Matters
RHEED has always contained the answers.
The challenge was extracting them.
Pulse bridges that gap—turning diffraction patterns into understanding, and understanding into control.
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