Company Filing History:
Years Active: 2025
Title: Hugo Penedones: Innovator in Protein Structure Prediction
Introduction
Hugo Penedones is a notable inventor based in Zurich, Switzerland. He has made significant contributions to the field of protein structure prediction, holding 2 patents that showcase his innovative approaches.
Latest Patents
His latest patents include groundbreaking methods for predicting protein structures using geometry neural networks. These methods estimate the similarity between predicted protein structures and actual protein structures. One of the methods involves determining an alternative predicted structure of a given protein through iterations, processing a network input that includes a representation of the amino acid sequence and alternative structure parameters. This generates an output that characterizes an alternative geometry score, estimating the similarity measure between the predicted and actual structures. Another patent focuses on generating protein distance maps by combining distance map crops, which characterize estimated distances between amino acid residues in a protein's structure.
Career Highlights
Hugo has worked with prominent companies in the tech and research sectors, including DeepMind Technologies Limited and GDM Holding LLC. His work has significantly advanced the understanding of protein structures and their predictions.
Collaborations
He has collaborated with notable professionals in his field, including Andrew W. Senior and James Kirkpatrick. Their combined expertise has contributed to the development of innovative solutions in protein structure prediction.
Conclusion
Hugo Penedones stands out as a key figure in the realm of protein structure prediction, with his patents reflecting a deep understanding of computational methods and their applications in biology. His contributions continue to influence the field and inspire future innovations.