Company Filing History:
Years Active: 2020-2025
Title: Innovations of Stephan Gouws
Introduction
Stephan Gouws is a notable inventor based in London, GB. He has made significant contributions to the field of protein structure prediction and machine learning. With a total of 4 patents, his work has advanced the understanding of protein structures and their applications in various scientific domains.
Latest Patents
One of his latest patents is titled "Protein structure prediction using geometric attention neural networks." This invention includes methods, systems, and apparatus for determining a predicted structure of a protein specified by an amino acid sequence. The method involves obtaining an initial embedding and initial values of structure parameters for each amino acid, which specify a predicted three-dimensional spatial location of the amino acid in the protein structure. The process utilizes a folding neural network to generate final values of the structure parameters for each amino acid.
Another significant patent is "Universal transformers," which encompasses methods, systems, and apparatus for implementing a sequence-to-sequence model that is recurrent in depth. This model employs self-attention to combine information from different parts of sequences, enhancing the efficiency and accuracy of data processing.
Career Highlights
Stephan Gouws has worked with prominent companies such as Google Inc. and DeepMind Technologies Limited. His experience in these leading organizations has allowed him to collaborate on cutting-edge projects and contribute to advancements in artificial intelligence and computational biology.
Collaborations
Stephan has collaborated with notable individuals in his field, including Mostafa Dehghani and Oriol Vinyals. These collaborations have further enriched his research and innovation efforts.
Conclusion
Stephan Gouws is a distinguished inventor whose work in protein structure prediction and machine learning has made a significant impact in the scientific community. His innovative patents and collaborations with leading companies and researchers highlight his contributions to advancing technology and understanding in his field.