Viknander, Sandra

Expanding functional protein sequence spaces using generative adversarial networks

Repecka, D., Jauniskis, V., Karpus, L., Rembeza, E., Rokaitis, I., Zrimec, J., Poviloniene, S., Laurynenas, A., Viknander, S., Abuajwa, W., et al. (2021) · Nature Machine Intelligence

Protein Structure and DynamicsMachine Learning in Bioinformatics

Cited by 388

Computational scoring and experimental evaluation of enzymes generated by neural networks

Johnson, S. R., Fu, X., Viknander, S., Goldin, C., Monaco, S., Zelezniak, A., & Yang, K. K. (2025) · Nature Biotechnology

Protein Structure and DynamicsEnzyme Catalysis and Immobilization

Cited by 99

The Role of Metabolism in Shaping Enzyme Structures Over 400 Million Years of Evolution

Lemke, O., Heineike, B. M., Viknander, S., Cohen, N., Steenwyk, J. L., Spranger, L., Li, F., Agostini, F., Lee, C. T., Aulakh, S. K., et al. (2024) · Nature

Protein Structure and DynamicsEnzyme Structure and Function

Cited by 28

The amino acid sequence determines protein abundance through its conformational stability and reduced synthesis cost

Buric, F., Viknander, S., Fu, X., Lemke, O., Zrimec, J., Szyrwiel, L., Mueleder, M., Ralser, M., & Zelezniak, A. (2023) · Protein Science

Protein Structure and DynamicsRNA and protein synthesis mechanisms

Cited by 12