336 citations · 1.6k across the 53 of their papers we have counts for
4 papers · 1 filter
Geometric framework for biological evolution
Vitaly Vanchurin
We develop a generally covariant description of evolutionary dynamics that operates consistently in both genotype and phenotype spaces. We show that the maximum entropy principle y…
Quasi-equilibrium states and phase transitions in biological evolution
Artem Romanenko, Vitaly Vanchurin
We develop a macroscopic description of the evolutionary dynamics by following the temporal dynamics of the total Shannon entropy of sequences, denoted by , and the average Hamm…
Thermodynamics of Evolution and the Origin of Life
Vitaly Vanchurin, Yuri I. Wolf, Eugene V. Koonin +1
We outline a phenomenological theory of evolution and origin of life by combining the formalism of classical thermodynamics with a statistical description of learning. The maximum…
Towards a Theory of Evolution as Multilevel Learning
Vitaly Vanchurin, Yuri I. Wolf, Mikhail I. Katsnelson +1
We apply the theory of learning to physically renormalizable systems in an attempt to develop a theory of biological evolution, including the origin of life, as multilevel learning…