eLife

Separating selection from mutation in antibody language models

This important study introduces a new biology-informed strategy for deep learning models aiming to predict mutational effects in antibody sequences. It provides solid evidence that separating ...
IEEE

Short-Term Load Probability Prediction Based on Conditional Generative Adversarial Network Curve Generation

Abstract: To ensure the stable and secure operation of the power system, we propose a method for short-term load probability prediction based on Conditional Generative Adversarial Network (CGAN) curve ...
IEEE

Deep Learning-Based End-to-End Wireless Communication Systems With Conditional GANs as Unknown Channels

Abstract: In this article, we develop an end-to-end wireless communication system using deep neural networks (DNNs), where DNNs are employed to perform several key functions, including encoding, ...
UCL

Conditional offer FAQs

What is a conditional offer for the IPM? If you already meet our language requirements but have not yet finished your undergraduate degree, we can offer you a place on the IPM on the condition that ...