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Sonia C. Yuan
PhD student, Biochemistry and Molecular Biophysics, California Institute of Technology
Joined
January 2026
Names
Sonia C. Yuan
(Preferred)
,
Sonia Yuan
Emails
****@caltech.edu
(Confirmed)
,
****@uchicago.edu
(Confirmed)
,
****@caltech.edu
(Confirmed)
Personal Links
ORCID
Career & Education History
PhD student
Biochemistry and Molecular Biophysics,
California Institute of Technology
(caltech.edu)
2024
–
Present
Advisors, Relations & Conflicts
PhD Advisor
Frances H. Arnold
2024
–
Present
Expertise
protein engineering
,
enzymes
,
biocatalysis
,
machine learning assisted directed evolution
Present
Publications
Conditioning Protein Language Models Using High-Throughput Sequence-Fitness Data Collection
Sonia C. Yuan
,
Jason Yang
,
Jinbei Li
,
Bastian Vogeli
,
Simon R. Krarup
,
Emily D. Roberts
,
Bjarke Erichsen
,
Vanessa Hurtado Mujica
,
Kenan Jijakli
,
Søren Karst
,
Lei Yang
,
Alex Toftgaard Nielsen
,
Tyler Paz Korman
,
Frances H. Arnold
GEM 2026
Readers:
Everyone
Co-Authors
Alex Toftgaard Nielsen
Bastian Vogeli
Bjarke Erichsen
Emily D. Roberts
Frances H. Arnold
Jason Yang
Jinbei Li
Kenan Jijakli
Lei Yang
Simon R. Krarup
Søren Karst
Tyler Paz Korman
Vanessa Hurtado Mujica