AI for electrospinning: espin.ai
Parameter optimization is the slowest part of electrospinning. espin.ai, trained on the largest open knowledge base of electrospinning literature, suggests starting solvents, additives, and process parameters for your polymer — so you spend fewer runs finding a workable window and more runs optimizing. It does not replace experimentation; it gives you a better-informed starting point.
What espin.ai does
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Faster start
Literature-based starting points for solvent, additives, and parameters narrow the search space before your first run.
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Fewer failed runs
Begin closer to a workable window, so you spend less time chasing beads, droplets, and clogging.
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Built on real data
Trained on the world's largest open knowledge base of electrospinning literature, not guesswork.
Frequently asked questions
Does espin.ai replace experiments?
No. It gives you a better-informed starting point so you run fewer experiments to reach good fibers — the optimization still happens in your lab.
How do I access espin.ai?
You can access espin.ai online and try it for your polymer. Use the button below to open it.