Stop Re-Engineering Your Own Science
Select a figure, instantly reopen its exact historical run, change one setting, and re-execute at scale.
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The Ultimate Question
Of Life, the Universe, and Everything!
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FFT FUN
See life in fourier space!

Double Moon Ml
A classification problem example

Protein Rendering with Blender
Make your structure look beautiful with Blender and MolecularNodes.

From Data to Protein Structure - XRD
The fastest XDS is right here.

CryoEM with Model Angelo
Automatic model building.
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GSAS II Batch Refinement
Automate refinement processes

4D-STEM reconstruction
With Center of Mass correction
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Ptychography workflows
Simulate and reconstruct ptychography
Material Science
Push the data to the highest resolution.
Explore the parameter space and see further.
Run, re-run, share, collaborate: imapct now!
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Show your work. Earn trust.
Build a reputation for delivering transparent and reliable science. Every analysis is preserved with full context: code, parameters, environment. When your PI/supervisor or reviewers ask, you can open the exact run and stand behind the result.
- Transparency on demand: Open last month's run with full context.
- Collaborate transparently: Export runs and figures that others can inspect, retrace, and rerun.
- Credibility by default: Defend decisions with evidence, not memory.

Answer requests in minutes.
Don’t lose days to rework; respond on the spot. When your advisor or reviewers ask for a change, replay the exact analysis instead of rebuilding it. High-performance nodes help you deliver updated figures faster if you need things really quick this time.
- One-click replay: Respond without hunting old scripts.
- Accelerated Compute: Use some of the most powerful nodes available to finish sooner.
- Stay Ahead: Ship updates before others even start rebuilding.

Rerun ≠ rebuild. Scale without breaking.
Keep environments frozen and stable. Don’t lose time to repetitive setup — rerun and explore with ease. Every run is preserved as a frozen snapshot. That means the same workflow runs identically on high-performance nodes, without fragile setup or broken dependencies.
- Frozen Snapshots: Identical results, every time.
- Safe Templates: Reuse and scale workflows without re-engineering.
- Isolated Runs: Changes in one environment don’t affect another.

Submit and revise papers sooner.
Your first-author papers shape your PhD - and your next position. Reviewer requests and advisor revisions no longer stall the manuscript. With snapshots and replays, deliver new figures in hours and keep the paper moving toward submission.
- Same-day revisions: Turn reviewer changes around fast.
- Keep momentum: Ensure progress between meetings and deadlines.
- More time for writing: Spend less time on fixes, more time on interpretation.

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