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AI revolutionizes material research.


The new types of nanomaterials are very complicated molecules. The same technology developed for medical research can also use in other complicated molecular structures. And we can think that medicines are also complicated structures. Making those structures is like playing some Tetris game. The femtosecond lasers aim the molecules and submolecular structures in the right position. That they can take their place in the 3D structure. 

And in those structures, the functional parts of the molecules open when the molecule is in the right position. When it travels through, for example, an ion pump, that thing uncovers the functional layer of the molecule. 

Microscopes are following the position of the submolecular structures. And the thing that makes AI a powerful tool is that it can follow large entireties. Complicated, large-size molecules require multiple components, and the AI must follow all actors very carefully. 

The energy levels of those groups must be just at the right level, and less than a second look in the other direction can make the molecule unable to work, because the laser drives the sub-molecule to the wrong point. That's why AI is the ultimate tool for that kind of operation. AI never looks away or ever gets tired. 


"High-throughput combinatorial printing illustration. The new 3D printing method, high-throughput combinatorial printing (HTCP), drastically accelerates the discovery and production of new materials. Credit: University of Notre Dame" (ScitechDaily.com/Revolutionary 3D Printing Technology a “Game Changer” for Discovering and Manufacturing New Materials)


So molecular research is done in two stages. At first, researchers used complicated simulations where they are making virtual molecules. In that kinds of systems, the functional groups of ions and molecules are modeled in high-power computers. When those virtual molecules are ready, the AI-based system starts playing Tetris using magnetic fields, ion cannons, and femtosecond lasers. The particles hover in the magnetic field, and the lasers push them to the right position. 

The new types of 3D printers that use controlled chemical environments like noble gas or complicated gas mixtures for catalyze and inhibite reactions, ion cannons, magnetic fields, and femtosecond lasers to transport single ions in complicated structures making it possible to create more and more complicated molecules. 

The difference between nano- and regular materials is that nanomaterials are produced at the molecular level. That means every single atom's position in the molecular entirety is precisely determined. And that thing makes the new types of materials possible. Things like nano springs that making material flexible but strong are making material harder than steel. In those cases, the nano springs make an impact on them. 

Nanotechnology makes it possible. That material created the nano-channels or nano-size accelerators. Those materials are the same way hard as solid materials. But things like cold atoms can be driven through that layer. And that keeps the material cold. But that technology can connect with ion-based systems. That allows researchers to drive ions through those materials. And that thing makes it possible to create new types of stealth systems. 


https://scitechdaily.com/ai-revolutionizes-antibiotic-discovery-a-new-hope-against-evasive-hospital-superbugs/


https://scitechdaily.com/revolutionary-3d-printing-technology-a-game-changer-for-discovering-and-manufacturing-new-materials/

 

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