Stylianos KyriacouGenAI Accelerated Evolutionary Algorithms: Revolutionizing High-Dimensional Problem SolvingIn the realm of optimization, traditional Evolutionary Algorithms (EAs) have long been a go-to method for solving complex engineering…Jun 18Jun 18
Stylianos KyriacouUnleashing the Power of GenAI in Synthetic Biology: Aether's Revolutionary Approach**Unlocking the Future of Molecular ManufacturingNov 11, 2023Nov 11, 2023
Stylianos KyriacouOn the use of Multi-Objective Optimization algorithms powered by Alphafold-2 and…With the recent availability of accurate sequence to structure prediction models (Alphafold 2) and the availability of a number of both…Aug 16, 2021Aug 16, 2021
Stylianos KyriacouinBecoming Human: Artificial Intelligence MagazineOn Machine Learning aided drug design; Designing a Covid-19 drug from the perspective of a Data…Like any other design problem we’ll start by framing the Covid-19 drug design as an optimization problem.May 18, 2020May 18, 2020
Stylianos KyriacouinBecoming Human: Artificial Intelligence MagazineOn “Randomly Wired” and “Optimally Wired” Feed Forward Neural Networks — Part 3Part 3 of this blog-post series is concerned with “Optimally Wired Neural Networks” OWNNs i.e. if its possible for a neural network to…Jan 17, 2020Jan 17, 2020
Stylianos KyriacouOn “Randomly Wired” and “Optimally Wired” Feed Forward Neural Networks — Part 2Part-2 of this blog-post series is concerned with the use of an ensemble of randomly wired neural networks (RWNNs) to quantify prediction…Jan 13, 2020Jan 13, 2020
Stylianos KyriacouOn “Randomly Wired” and “Optimally Wired” Feed Forward Neural NetworksInspired by the recent publication of FAIR (https://arxiv.org/abs/1904.01569) were it has been reported that randomly wired NNs outperform…Jan 10, 2020Jan 10, 2020
