Amelia Villegas-Morcillo

Work

Delft University of Technology
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Postdoctoral Researcher

Netherlands

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InstaDeep Ltd
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PhD Research Intern

United Kingdom of Great Britain and Northern Ireland

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Education

University of Granada
Spain

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PhD

Publications

All-Atom Protein Sequence Design using Discrete Diffusion Models

Summary

preprint

Guiding Diffusion Models for Antibody Sequence and Structure Co-design with Developability Properties

Published by

PRX Life

Summary

journal-article

Guiding diffusion models for antibody sequence and structure co-design with developability properties

Summary

preprint

ManyFold: an efficient and flexible library for training and validating protein folding models

Published by

Bioinformatics

Summary

journal-article

So ManyFolds, So Little Time: Efficient Protein Structure Prediction With pLMs and MSAs

Summary

preprint

An analysis of protein language model embeddings for fold prediction

Published by

Briefings in Bioinformatics

Summary

journal-article

An Analysis of Protein Language Model Embeddings for Fold Prediction

Summary

preprint

Protein Fold Recognition From Sequences Using Convolutional and Recurrent Neural Networks

Published by

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Summary

journal-article

FoldHSphere: deep hyperspherical embeddings for protein fold recognition

Published by

BMC Bioinformatics

Summary

journal-article

Unsupervised protein embeddings outperform hand-crafted sequence and structure features at predicting molecular function

Published by

Bioinformatics

Summary

journal-article

Unsupervised protein embeddings outperform hand-crafted sequence and structure features at predicting molecular function

Published by

Bioinformatics

Summary

journal-article

End-to-end prediction of protein-protein interaction based on embedding and recurrent neural networks

Published by

Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018

Summary

conference-paper

Improved protein residue-residue contact prediction using image denoising methods

Published by

European Signal Processing Conference

Summary

conference-paper

Amelia Villegas-Morcillo