Yue Cao

Title: Innovations in Protein Design by Yue Cao

Introduction

Yue Cao is an accomplished inventor based in College Station, TX (US). He has made significant contributions to the field of protein design through his innovative patent. His work focuses on developing advanced systems and methods for designing protein sequences that are conditioned on specific target folds.

Latest Patents

Yue Cao holds a patent for an "Embedding-based generative model for protein design." This patent describes a transformer-based generative framework that models the complex relationship between protein sequences and their structures. The system addresses the challenges posed by the heterogeneity between the sequence domain and the fold domain. The Fold-to-Sequence model jointly learns a sequence embedding using a transformer and a fold embedding derived from the density of secondary structural elements in 3D voxels. This innovative approach employs novel intra-domain and cross-domain losses to enhance the design process.

Career Highlights

Yue Cao is currently associated with the International Business Machines Corporation (IBM). His work at IBM has allowed him to explore cutting-edge technologies and contribute to advancements in protein design. His patent reflects his expertise and commitment to pushing the boundaries of scientific research.

Collaborations

Yue Cao has collaborated with notable colleagues, including Payel Das and Pin-Yu Chen. These collaborations have fostered a dynamic research environment, enabling the exchange of ideas and expertise in the field of protein design.

Conclusion

Yue Cao's innovative work in protein design exemplifies the intersection of technology and biology. His contributions through his patent and collaborations highlight the importance of advancements in this field. The impact of his research will likely influence future developments in protein engineering and design.