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Joined: 04/28/2015
Groups: Go Science

It is known that in computer science there is no absolute randomness, and all data is predictable. There is also a grain of randomness. What if the grain is protein? There is also a data visualization site that claims that it is impossible to predict the outcome of a random image.


I am not a bio computer scientist, but I would be interested to know how the proteins differ in which beautiful images are drawn from ugly images



I found a protein with 80 amino acid residues. Which draws such a picture. such images are only 5%. The remaining 95% is pixel chaos

For example, this amino acid sequence



Joined: 04/28/2015
Groups: Go Science
For example, this protein

For example, this protein draws a solid image.



For example, this protein draws fractal patterns.



Data from this protein shows circular structuredness. If you could find interesting structures by teaching a neural network. Or how to get knowledge of how it affects protein.



Information from this section can be freely copied and distributed. Everything for open science!

Joined: 04/28/2015
Groups: Go Science
See what an interesting

See what an interesting pattern!
Here is the protein sequence. And if we delete 1 character each and press enter, then always the colors or most of them will be solid colors.


That is, it is a protein of solid colors.
interesting discovery

Joined: 06/20/2019
Groups: Go Science
Yes, I think it is interesting too.

I agree. Having the website painting generation program output solid colors, when 1 character is deleted each, sounds truly fascinating to me. This phenomenon can help us determine how the random art website works, and how it makes its paintings.

Also, I have a hypothesis for the second word in a picture's name.
If that word ends with a vowel, then the resulting painting is likely to be more tessellated and tapestry-like and having a repetitive design.
This is because in the "About" tab, the Demo Red and Demo Green do not have repetitive tessellated design because "Red" and "Green" end in consonants, not vowels. But since "Blue" ends with a vowel, the letter "e", the painting "Demo Blue" has a repetitive and tessellated design.
I wonder what do you think of my hypothesis? I think it is something good to be tested as a sort-of "sub-experiment".

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Developed by: UW Center for Game Science, UW Institute for Protein Design, Northeastern University, Vanderbilt University Meiler Lab, UC Davis
Supported by: DARPA, NSF, NIH, HHMI, Amazon, Microsoft, Adobe, Boehringer Ingelheim, RosettaCommons