The protein structure and the modeling it in the simulation are very difficult to make.

 

Image above: Chemical structure of the peptide bond (bottom) and the three-dimensional structure of a peptide bond between an alanine and an adjacent amino acid (top/inset). The bond itself is made of the CHON elements. (Wikipedia)

The protein structure and the modeling it in the simulation are very difficult to make.

The protein molecule is very complicated even they look simple. The place of the single atom in 3D-structure can be the thing that makes the protein different than other molecules. So the place of the atom might be above or below the layer. That makes the molecule look like the waves. And when it goes in the ion pump, the enzymes of the cell are cutting it at the right point.

So even if the molecule structure of the single protein molecule can look simple, the molecule might come into the cell as part of one macro-entirety. The macro-entirety orders what is the ion pump, where the protein goes, and behind that pump is space, where the macrostructure will cut in its parts, and those parts will transport to the cell-organs.

If the protein will go to the wrong cell-organ, that thing can destroy it immediately. The fact is that only one wrong-way acting protein molecule can kill even a human. The protein must just go in the cell organ and then close the ion pumps at the core of the cell. That thing causes cell-death, which starts to spread when the cells around that cell will close their ion pumps.

The fact is that one of the most poisonous chemicals in the world, Ricin is one protein. It affects the ribosomes, the protein-making machinery of cells. Wich causes the death of the cell. The ricin molecule and just fills the channels of mitochondria or destroys the ribosomes.

But the thing, what prediction of the form of the protein molecule makes is that artificial intelligence can make many new types of simulations. The fact is that artificial intelligence can make the simulation, which includes billions of variables, and that thing means that more and more complicated simulations can make by using artificial intelligence.

Ricin: https://en.wikipedia.org/wiki/Ricin

Image: https://en.wikipedia.org/wiki/Protein

Could the psychohistory or making mathematical predictions for the behavior of the human race true someday?

Can it turn fiction into the truth? The thing is that many times the many computer simulations and things, that was impossible yesterday are turned into everyday actions in modern life.

Prediction of the behavior of certain people is not very easy. The situation can compile in the calculation of the place of the certain water molecule in the river. We might not able to calculate that thing at all. But calculating the direction of the entire river is very easy. So the behavior of the entireties like a river or entire human race is much easier.

In a river, the water molecules are forming the entirety, what is flowing in some certain direction. The fact is that we know that a certain water molecule, which oxygen atom is formed in a certain moment in the universe might be in that river. So the ability to make more and more complicated calculations makes the fiction turn true.

But we cannot say, what is the point, where we find that molecule. We know that this molecule is in the river. But in real life, that molecule can be everywhere else in the universe, and the question is, of course, how we can separate that water molecule from billions of others, but that thing is different topics. When we are looking at the river, we know exactly the place of that entirety. We know where it is going. So we can predict the direction and route of the entirety, but we cannot make that thing to the single water molecule.

The thing is that the psychohistory, which means the prediction of the behavior of mankind can be true in the future. In the psychohistory that is known from the "Foundation"-novels of Isaac Asimov computers handle the behavior of masses of people like gas in the galaxies. The computer benefits the gas-mechanical formulas for creating models, how the human race would behave, and how they will react to some changes in the political environment.

An idea in this kind of sociological simulation is like making the weather broadcast. The accuracy of the prediction is directly proportional to the number of people. So the more people are in the sample the more accurate the prediction is. And the number of variables can be very high, including the political situation, changes in involvements of election campaigns, and pandemics.

The thing is that by changing the variables like the political system of the certain nation the leaders of the country see the effect of each change in the political system worldwide. If the database of variables is high enough, the leaders can change the political system in a certain country and see the effect of that thing on other countries. So they can predict the behavior of the people.

https://en.wikipedia.org/wiki/Psychohistory_(fictional)

NTP: https://en.wikipedia.org/wiki/Standard_conditions_for_temperature_and_pressure

Image II: https://en.wikipedia.org/wiki/Spiral_galaxy

https://curiosityanddarkmatter.home.blog/2020/12/06/the-protein-structure-and-the-modeling-it-in-the-simulation-are-very-difficult-to-make/