Machine learning is creating novel materials and complex molecular structures.

Machine learning is creating novel materials and complex molecular structures. 

Machine learning is the thing that revolutionizes everything. The idea of developing materials like molecules is always similar to putting lego bricks into a certain form. At first, the system puts two bricks together. And then the machine will start to expand the structure. The system can use a similar methodology to put the atoms and molecules together. 

The system follows temperature. And other things like oxygen level, pressure and pH, and radiation level in the reaction chamber. Those things are necessary when new molecules are created for nanotechnology. And also the production of artificial enzymes needs a similar technology with nanomachines. 

Artificial intelligence can use scanning tunneling microscopes, electron microscopes, and optical laser- and regular microscopes for observing how the molecules and atoms are making connections. When some connection seems successful. The system can continue by using the same parameters. 

When the system tests which parameters are best. It tests the different pH, radiation and pressure, etc. values. Then it tests which values are offering the longest possible stability for the molecules. Or otherwise, the system can observe which physical and chemical values are nearest to the most wanted results. That means all molecules are not meant to be stable. 

Some molecules are meant to cut in certain conditions. Those molecules can be cytostatics that are neutral in the normal chemical environment of the body. When some kind of activator for example. The enzyme, sound, or laser ray hits those molecules that thing cuts those macro-molecules to medicine or cytostatics. If the molecule travels in the body in the form of a macro-molecule. That thing decreases the secondary effects of extremely poisonous cytostatics. 

 And that kind of molecule is useful in medical work. Those molecules are connected to the nutrient. Then nutrient is transported to cells that are needed for those medicals. After that, the enzymes of those cells open the chemical bonds. Or in some other cases, some kind of acoustic or electromagnetic radiation system will break those molecules. And that activates their medical abilities. 

https://phys.org/news/2021-12-machine-synthesis-complex-materials.html

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