Protein structure generation via folding diffusion
Kevin E. Wu, Kevin K. Yang, Rianne van den Berg, James Y. Zou, Alex X. Lu, Ava P. Amini
arXiv | September 2022
Kevin Kaichuang Yang
Senior Researcher
Publications
Publications by Year
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Deep self-supervised learning for biosynthetic gene cluster detection and product classification
Carolina Rios-Martinez, Nicholas Bhattacharya, Ava P. Amini, Lorin Crawford, Kevin K. Yang
bioRxiv | July 2022
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A Topological Data Analytic Approach for Discovering Biophysical Signatures in Protein Dynamics
W. S. Tang, G. M. da Silva, H. Kirveslahti, E. Skeens, B. Feng, T. Sudijono, Kevin Kaichuang Yang, S. Mukherjee, B. Rubenstein, Lorin Crawford
bioRxiv | July 2021
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Machine learning-guided channelrhodopsin engineering enables minimally invasive optogenetics.
Claire N. Bedbrook, Kevin Kaichuang Yang, J. Elliott Robinson, Elisha D. Mackey, Viviana Gradinaru, Frances H. Arnold
Nature Methods | October 2019, Vol 16(11): pp. 1176-1184
Machine-learning-guided directed evolution for protein engineering.
Kevin Kaichuang Yang, Zachary Wu, Frances H Arnold
Nature Methods | July 2019, Vol 16(8): pp. 687-694
Publications by Research Area
-
Protein structure generation via folding diffusion
Kevin E. Wu, Kevin K. Yang, Rianne van den Berg, James Y. Zou, Alex X. Lu, Ava P. Amini
arXiv | September 2022
-
Protein structure generation via folding diffusion
Kevin E. Wu, Kevin K. Yang, Rianne van den Berg, James Y. Zou, Alex X. Lu, Ava P. Amini
arXiv | September 2022
Deep self-supervised learning for biosynthetic gene cluster detection and product classification
Carolina Rios-Martinez, Nicholas Bhattacharya, Ava P. Amini, Lorin Crawford, Kevin K. Yang
bioRxiv | July 2022
A Topological Data Analytic Approach for Discovering Biophysical Signatures in Protein Dynamics
W. S. Tang, G. M. da Silva, H. Kirveslahti, E. Skeens, B. Feng, T. Sudijono, Kevin Kaichuang Yang, S. Mukherjee, B. Rubenstein, Lorin Crawford
bioRxiv | July 2021
Machine learning-guided channelrhodopsin engineering enables minimally invasive optogenetics.
Claire N. Bedbrook, Kevin Kaichuang Yang, J. Elliott Robinson, Elisha D. Mackey, Viviana Gradinaru, Frances H. Arnold
Nature Methods | October 2019, Vol 16(11): pp. 1176-1184
Machine-learning-guided directed evolution for protein engineering.
Kevin Kaichuang Yang, Zachary Wu, Frances H Arnold
Nature Methods | July 2019, Vol 16(8): pp. 687-694
Publications by Type
-
Protein structure generation via folding diffusion
Kevin E. Wu, Kevin K. Yang, Rianne van den Berg, James Y. Zou, Alex X. Lu, Ava P. Amini
arXiv | September 2022
Deep self-supervised learning for biosynthetic gene cluster detection and product classification
Carolina Rios-Martinez, Nicholas Bhattacharya, Ava P. Amini, Lorin Crawford, Kevin K. Yang
bioRxiv | July 2022
A Topological Data Analytic Approach for Discovering Biophysical Signatures in Protein Dynamics
W. S. Tang, G. M. da Silva, H. Kirveslahti, E. Skeens, B. Feng, T. Sudijono, Kevin Kaichuang Yang, S. Mukherjee, B. Rubenstein, Lorin Crawford
bioRxiv | July 2021
Machine learning-guided channelrhodopsin engineering enables minimally invasive optogenetics.
Claire N. Bedbrook, Kevin Kaichuang Yang, J. Elliott Robinson, Elisha D. Mackey, Viviana Gradinaru, Frances H. Arnold
Nature Methods | October 2019, Vol 16(11): pp. 1176-1184
Machine-learning-guided directed evolution for protein engineering.
Kevin Kaichuang Yang, Zachary Wu, Frances H Arnold
Nature Methods | July 2019, Vol 16(8): pp. 687-694