NW

espin.ai

By Linari Engineering

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 - Faster start: Literature-based starting points for solvent, additives, and parameters narrow the search space before your first run. - Fewer failed runs: Begin closer to a workable window, so you spend less time chasing beads, droplets, and clogging. - Built on real data: Trained on the world's largest open knowledge base of electrospinning literature, not guesswork. 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. Access espin.ai Read: Parameter tuning guide