With Evo 2, AI can model and design the genetic code for all domains of life

The DNA foundation model Evo 2 has been published in the journal Nature. Trained on the DNA of over 100,000 species across ...
Journal of Medical Genetics

Inherited variants in autosomal dominant disease genes are a significant cause of fetal structural anomalies

Background Monogenic disorders are a major cause of fetal structural anomalies. Most genetic diagnoses involve de novo, biallelic or X linked variants; however, inherited variants in autosomal ...
IEEE

EvoAVX: Island-Based Genetic Algorithm Library With AVX-512 and MPI

Abstract: Genetic algorithms are practical tools for solving complex optimization problems; however, the performance of many existing solutions is often limited by their inability to utilize modern ...
GitHub

RoboDRL: Deep Reinforcement Learning for Continuous Control

This repository contains the source code and results for my thesis. The goal was to implement modern Deep RL algorithms (PPO, TD3, SAC) from scratch and compare them against established libraries like ...
IEEE

GenAlg-SCL: Genetic Algorithm-Based SCL Polar Decoding Toward List Size Optimization

Abstract: Thanks to its outstanding performance, the CRC-aided successive cancellation list (CA-SCL) decoding algorithm has gained widespread acceptance for polar codes. However, its complexity is ...