Standout Papers

Mutation effects predicted from sequence co-variation 2017 2026 2020 2023 424
  1. Mutation effects predicted from sequence co-variation (2017)
    Thomas A. Hopf, John Ingraham et al. Nature Biotechnology

Immediate Impact

30 by Nobel laureates 33 from Science/Nature 60 standout
Sub-graph 1 of 23

Citing Papers

Active learning-assisted directed evolution
2025 StandoutNobel
Accelerated enzyme engineering by machine-learning guided cell-free expression
2025 Standout

Works of John Ingraham being referenced

Mutation effects predicted from sequence co-variation
2017 Standout

Author Peers

Author Last Decade Papers Cites
John Ingraham 1577 418 39 238 19 1.9k
Hetunandan Kamisetty 1974 327 73 503 23 2.2k
William P. Russ 2287 313 222 225 19 2.8k
Jean-François Gibrat 1615 169 104 364 31 2.0k
Lucy J. Colwell 2337 305 70 515 42 2.9k
Frank J. Poelwijk 1372 941 39 119 22 1.9k
Bryan S. Der 1553 229 63 242 22 1.9k
P. Douglas Renfrew 1901 136 71 355 39 2.4k
Ian Walsh 2180 169 137 507 54 2.6k
Jason W. Labonte 1392 192 81 268 24 1.8k
Vikram Khipple Mulligan 2378 162 151 490 32 2.9k

All Works

Loading papers...

Rankless by CCL
2026