AIMC Topic: Origin of Life

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The automatic parameter-exploration with a machine-learning-like approach: Powering the evolutionary modeling on the origin of life.

PLoS computational biology Dec 29, 2021
The origin of life involved complicated evolutionary processes. Computer modeling is a promising way to reveal relevant mechanisms. However, due to the limitation of our knowledge on prebiotic chemistry, it is usually difficult to justify parameter-s...
Machine Learning Algorithms Computer Simulation Computational Biology Models, Biological Biological Evolution Origin of Life
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From inert matter to the global society life as multi-level networks of processes.

Philosophical transactions of the Royal Society of London. Series B, Biological sciences Feb 24, 2020
A few billion years have passed since the first life forms appeared. Since then, life has continued to forge complex associations between the different emergent levels of interconnection it forms. The advances of recent decades in molecular chemistry...
Humans Artificial Intelligence Biology Physics Cultural Evolution Origin of Life
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Artificial intelligence exploration of unstable protocells leads to predictable properties and discovery of collective behavior.

Proceedings of the National Academy of Sciences of the United States of America Jan 16, 2018
Protocell models are used to investigate how cells might have first assembled on Earth. Some, like oil-in-water droplets, can be seemingly simple models, while able to exhibit complex and unpredictable behaviors. How such simple oil-in-water systems ...
Artificial Intelligence Machine Learning Algorithms Water Robotics Models, Chemical Models, Biological Oils Automation Phase Transition Artificial Cells Origin of Life
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