Quantum mechanics and artificial intelligence are used to model high-temperature chemical reactions.

"Schematic of the bridging of the cold quantum world. And high-temperature metal extraction with machine learning". Credit: Rodrigo Ortiz de la Morena and Jose A. Garrido Torres/Columbia Engineering(SciTechDaily)

The chemical reactions are similar to the reactions in the quantum world. But the scale of those reactions is larger. And artificial intelligence can use to model reactions between high-temperature and low-temperature objects. Also, artificial intelligence can use to model how the reactions in the quantum world affect molecules?

There are certain rules on how chemical bonds form or how they cut. When we are thinking about chemical bonds. They are like small-size feet or hands. That are connecting atoms. In the world of chemicals, everything has some kind of effect on the reaction. When the energy level of the components of the chemical reactions is chanced.

That thing causes changes in the speed of reaction. By stressing chemicals with high accurate energy bursts like laser rays are possible to warm the molecules precisely to the right temperature. Also, the things like cooling other participate and warming others make it possible to adjust the dominating part of the reaction.

There is possible to spray electrons or protons between molecules. And that is making it possible to adjust their ability to touch each other. If there is iron or some other magnetic chemical in the chemical compound. That thing means that magnetic fields affect those chemicals.

The laser rays can be used to move single molecules and connect them to macro-molecules like fullerene chains. In those chains maybe 100 C-60 fullerene molecules are put to chains. And that thing forms the C-6000 molecule. The laser ray and ultrasound tweezers can use to put the single fullerene molecule to an extremely complicated structure.

The fullerene molecule is acting the same way as a single carbon atom. And that thing makes it possible to connect them to similar but larger structures with single carbon atoms. So there is the possibility to make the carbon molecule structures there are thousands or even millions of carbon atoms.

And basically, the chemical reactions are forming or cutting the bonds. And reconnect those bonds with other atoms. So the machine learning can collect data about the chemical and physical environment where some chemical reactions are created. And then those conditions can multiply with other reaction chambers. The thing is that many elements are affecting chemical reactions.

Of course, catalyzation or inhibiting reactions. By using some other chemicals are an important thing. Things like protective gases like noble-gas layers. Or extremely high accurately calculated gas mixtures. Are things that make it possible to create a new types of chemical compounds, like complicated carbon structures that are needed for nanomachines.

But also the physical conditions like radiation affect chemical reactions. The ionization, thermal or ionizing radiation have effects on chemical reactions. As well as things like does the reaction chamber moving which means that is connected to centrifuges. Or does the reaction happen in micro gravitation? Also, things like sunlight and magnetic fields affect chemical reactions.

https://scitechdaily.com/quantum-mechanics-and-machine-learning-used-to-accurately-predict-chemical-reactions-at-high-temperatures/

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