On the salient limitations of the methods of assembly theory and their classification of molecular biosignatures
We demonstrate that the assembly pathway method underlying assembly theory (AT) is an encoding scheme widely used by popular statistical compression algorithms. We show that in all cases (synthetic or natural) AT performs similarly to other simple coding schemes and underperforms compared to system-...
Үндсэн зохиолчид: | Uthamacumaran, A, Abrahão, FS, Kiani, NA, Zenil, H |
---|---|
Формат: | Journal article |
Хэл сонгох: | English |
Хэвлэсэн: |
Nature Research
2024
|
Ижил төстэй зүйлс
Ижил төстэй зүйлс
-
On the salient limitations of the methods of assembly theory and their classification of molecular biosignatures
-н: Abicumaran Uthamacumaran, зэрэг
Хэвлэсэн: (2024-08-01) -
Assembly Theory is an approximation to algorithmic complexity based on LZ compression that does not explain selection or evolution
-н: Abrahão, FS, зэрэг
Хэвлэсэн: (2024) -
Identifying molecules as biosignatures with assembly theory and mass spectrometry
-н: Stuart M. Marshall, зэрэг
Хэвлэсэн: (2021-05-01) -
A Review of Mathematical and Computational Methods in Cancer Dynamics
-н: Abicumaran Uthamacumaran, зэрэг
Хэвлэсэн: (2022-07-01) -
Biosignatures Associated with Freshwater Microbialites
-н: Richard Allen White, зэрэг
Хэвлэсэн: (2020-05-01)