AI Ready Reflection High-Energy Electron Diffraction Analysis Software

Endorsed by Dr Robert Richards at the University of Sheffield

Next-Generation RHEED with Intelligent Automation & Open Integration
Pulse brings real-time RHEED analysis and MBE process integration together in a single, modern platform. It works seamlessly with systems like NEXUS to automate calibration, optimize growth, and deliver continuous insight—without changing your existing setup.
Advanced algorithms—from classic oscillation fitting to desorption-based models—run in real time, supported by 3D surface mapping and pixel-level analysis for deeper pattern interpretation.
Built for flexibility, Pulse exposes a full REST API for external tools, scripts, and AI workflows. Export data in JPEG, AVI, or metadata-rich HDF5 to suit anything from quick review to advanced machine learning pipelines.
Custom LUTs (false colour palettes) and our proprietary πHDR filter enhance RHEED like never before—highlighting directional features, pulling out streaks, and suppressing background noise in under 25 ms per frame.
Surface-aware simulation models oscillations, SK growth, QDs, and III-N regimes—train without hardware.
Key features
Completely compatible
Compatible with any camera supported by Windows, from USB webcams to industrial SDK systems.
If Windows sees it, Pulse can use it.
Knowledge is power
Proprietary bit-packing delivers lossless RHEED data with optimized formats for humans and AI.
High contrast visuals, full precision for computation.
Automatic analysis
Automatically analyse RHEED data using classic sinusoidal fitting and advanced III-N desorption algorithms.
From oscillations to desorption, Pulse extracts insight
Save and playback
Save, replay, and export RHEED data in flexible image, video, and HDF5 formats.
AI-ready exports with rich metadata included.
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Trusted by Leaders
The University of SHeffield

HRL Laboratories

Paul Drude Institute

