Sequence modeling and design from molecular to genome scale with Evo
The genome is a sequence that encodes the DNA, RNA, and proteins that orchestrate an
organism's function. We present Evo, a long-context genomic foundation model with a …
organism's function. We present Evo, a long-context genomic foundation model with a …
A Comprehensive Survey of Genetic Programming Applications in Modern Biological Research
MW Khan - Medinformatics, 2024 - ojs.bonviewpress.com
Genetic programming (GP) has emerged as a powerful tool over the past two decades,
leveraging evolutionary algorithms to navigate high-dimensional solution spaces effectively …
leveraging evolutionary algorithms to navigate high-dimensional solution spaces effectively …
Deep imperative mutations have less impact
Abstract Information theory and entropy loss predict deeper more hierarchical software will
be more robust. Suggesting silent errors and equivalent mutations will be more common in …
be more robust. Suggesting silent errors and equivalent mutations will be more common in …
Exploring the prognostic significance of PKCε variants in cervical cancer
Abstract Background Protein Kinase C-epsilon (PKCε) is a member of the novel subfamily of
PKCs (nPKCs) that plays a role in cancer development. Studies have revealed that its …
PKCs (nPKCs) that plays a role in cancer development. Studies have revealed that its …
Evaluation of genetic improvement tools for improvement of non-functional properties of software
Genetic improvement (GI) improves both functional properties of software, such as bug
repair, and non-functional properties, such as execution time, energy consumption, or …
repair, and non-functional properties, such as execution time, energy consumption, or …
DM-RPIs: predicting ncRNA-protein interactions using stacked ensembling strategy
Abstract ncRNA-protein interactions (ncRPIs) play an important role in a number of cellular
processes, such as post-transcriptional modification, transcriptional regulation, disease …
processes, such as post-transcriptional modification, transcriptional regulation, disease …
Jaws 30
WB Langdon - Genetic Programming and Evolvable Machines, 2023 - Springer
It is 30 years since John R. Koza published “Jaws”, the first book on genetic programming
[Genetic Programming: On the Programming of Computers by Means of Natural Selection …
[Genetic Programming: On the Programming of Computers by Means of Natural Selection …
Genetic improvement of genetic programming
WB Langdon - 2020 IEEE Congress on Evolutionary …, 2020 - ieeexplore.ieee.org
GISMOE BNF grammar based GI is applied to optimise run time of the tree interpreter in the
fastest single computer floating point genetic programming system, GPavx. Up to two fold …
fastest single computer floating point genetic programming system, GPavx. Up to two fold …
Genetic Improvement of Last Level Cache
With increasing reliance on multi-core parallel computing performance is evermore
dominated by interprocessor data communication typically provided by last level cache …
dominated by interprocessor data communication typically provided by last level cache …
Scaling properties of RNA as a randomly branching polymer
Formation of base pairs between the nucleotides of a ribonucleic acid (RNA) sequence
gives rise to a complex and often highly branched RNA structure. While numerous studies …
gives rise to a complex and often highly branched RNA structure. While numerous studies …