Demystifying Protein Structure Prediction Models: AlphaFold, RosettaFold, ESMFold and beyond
The purpose of this blog post is to provide an introduction to protein structure prediction models,...
Posts about
Machine Learning
The Complexity of Data in Machine Learning for Drug Discovery
Machine Learning (ML) pipelines are characterized by their multi-component iterative lifecycle,...
Optimization process in artificial neural networks
To become better at a task, supervised machine learning (ML) methods need to get feedback about...
Machine Learning - Groups are collections of similar individuals
Did you notice in a conference room or event, people are grouped based on their similarities? They...
Machine Learning - Less is enough
We don’t need to know everything for decision-making. When doctors assess if a patient is obese or...
Machine Learning: Learning beyond living things
Industrial revolutions throughout history can be defined as pivotal stages in an advancing society,...
My Experience Building a Predictive Model to Limit hERG Liabilities
Since joining Cyclica nearly two years ago, I’ve conducted several R&D projects investigating and...