A very large variant population is generated by diffusion pLMs and then scored by several oracles - which are fine-tuned versions of pLMs tailored for specific properties. A genetic algorithm + Monte Carlo scheme is applied to cull poor scoring variants and repopulate with promising variants over many generations. We employ AlphaFold3 look-alikes to calculate interface-based metrics over the most promising candidates, like iPTM, ipSAE, pdockq, pdockq2, and LIS to make our final submission list.
id: hollow-jaguar-bronze

Nipah Virus Glycoprotein G
None
83.34
True
20.3 kDa
182
id: strong-vole-snow

Nipah Virus Glycoprotein G
None
79.59
False
20.4 kDa
182
id: hollow-quail-frost

Nipah Virus Glycoprotein G
None
73.34
True
19.9 kDa
182
id: mellow-raven-ivy

Nipah Virus Glycoprotein G
None
85.51
True
20.1 kDa
182
id: rough-ibis-orchid

Nipah Virus Glycoprotein G
None
68.36
False
20.2 kDa
182
id: quiet-lion-clay

Nipah Virus Glycoprotein G
None
83.24
False
20.2 kDa
182
id: crimson-vole-birch

Nipah Virus Glycoprotein G
None
80.22
True
20.0 kDa
182
id: quiet-mole-onyx

Nipah Virus Glycoprotein G
None
71.07
True
19.9 kDa
182
id: vast-bat-ember

Nipah Virus Glycoprotein G
0.65
82.90
--
20.0 kDa
182
id: gentle-zebra-marble

Nipah Virus Glycoprotein G
0.77
72.88
--
20.0 kDa
182
id: steady-bee-reed

Nipah Virus Glycoprotein G
0.75
77.86
--
20.2 kDa
182
id: green-orca-vine

Nipah Virus Glycoprotein G
0.78
76.79
--
20.0 kDa
182
id: silent-tiger-opal

Nipah Virus Glycoprotein G
0.70
67.80
--
20.4 kDa
182
id: frozen-boar-pearl

Nipah Virus Glycoprotein G
0.74
79.55
--
20.2 kDa
182
id: ivory-bat-iron

Nipah Virus Glycoprotein G
0.81
69.73
--
20.3 kDa
182
id: radiant-kiwi-stone

Nipah Virus Glycoprotein G
0.78
71.05
--
20.3 kDa
182
id: solid-bear-granite

Nipah Virus Glycoprotein G
0.77
69.52
--
20.2 kDa
182
id: green-crane-pine

Nipah Virus Glycoprotein G
0.77
69.57
--
20.2 kDa
182
id: hollow-bear-dust

Nipah Virus Glycoprotein G
0.78
71.44
--
20.0 kDa
182
id: quick-panda-wave

Nipah Virus Glycoprotein G
0.75
67.03
--
20.0 kDa
182