Research section Research projects and references

Research: INFLUENZA Folding Project #12455

Project #12455 overview

Project Summary AI Beta

Miniprotein drugs are a new type of treatment for diseases like the flu. This project uses computer simulations to understand how these miniproteins bind to the flu virus, aiming to design even better treatments in the future.
Automated summary; simplified and may not be fully accurate.
Source material

Official Project Description

Designed miniprotein therapeutics occupy the middle ground between small molecule drugs and monoclonal antibody treatments for infectious disease.

Hemagglutinin is a viral fusion protein that allows H1 influenza A (HA) to bind sialic acid on cell surfaces, as well as being involved in the post-endocytosis mechanism of cellular infection.; The Baker lab at University of Washington has developed de novo designed miniproteins that bind hemagglutinin, and developed ways to improve their binding through affinity maturation.

Many of the mutations seen in affinity-matured sequences are not directly in the binding interface, and it is unclear how these changes lead to higher affinity.

Understanding this mechanism may help us better computationally design better binders.

We aim to use molecular dynamics simulations to examine ab initio binding pathways for these miniprotein binders, and use enhanced sampling methods to study the unbinding reaction.

Pairing these methods together will provide a robust description of the complete binding reaction for this system.

Performance data

Hardware Performance for Project 12455

Compare community-sampled Folding@Home output for the GPUs and CPUs processing this project.

Data as of Friday, 14 August 2026 15:43:37

GPU PPD Averages

Rank
Project
Model Name
Folding@Home Identifier
Make
Brand
GPU
Model
PPD
Average
Points WU
Average
WUs Day
Average
WU Time
Average
1 RTX A6000
GA102GL [RTX A6000]
Nvidia GA102GL 9,171,268 36,715 249.80 0 hrs 6 mins
2 GeForce RTX 3080 Ti
GA102 [GeForce RTX 3080 Ti]
Nvidia GA102 8,576,830 239,250 35.85 0 hrs 40 mins
3 GeForce RTX 3090
GA102 [GeForce RTX 3090]
Nvidia GA102 8,399,736 236,754 35.48 0 hrs 41 mins
4 GeForce RTX 3080 12GB
GA102 [GeForce RTX 3080 12GB]
Nvidia GA102 6,767,069 226,085 29.93 0 hrs 48 mins
5 GeForce RTX 3080
GA102 [GeForce RTX 3080]
Nvidia GA102 5,985,173 219,199 27.30 0 hrs 53 mins
6 GeForce RTX 2080 Ti
TU102 [GeForce RTX 2080 Ti] M 13448
Nvidia TU102 5,671,565 136,767 41.47 0 hrs 35 mins
7 GeForce RTX 3080 Lite Hash Rate
GA102 [GeForce RTX 3080 Lite Hash Rate]
Nvidia GA102 5,612,378 222,042 25.28 0 hrs 57 mins
8 Radeon RX 7900XT/XTX/GRE
Navi 31 [Radeon RX 7900XT/XTX/GRE]
AMD Navi 31 5,607,839 182,606 30.71 0 hrs 47 mins
9 GeForce RTX 2080 Ti Rev. A
TU102 [GeForce RTX 2080 Ti Rev. A] M 13448
Nvidia TU102 5,602,437 222,337 25.20 0 hrs 57 mins
10 GeForce RTX 3070 Ti
GA104 [GeForce RTX 3070 Ti]
Nvidia GA104 5,517,042 221,837 24.87 0 hrs 58 mins
11 GeForce RTX 3070 Lite Hash Rate
GA104 [GeForce RTX 3070 Lite Hash Rate]
Nvidia GA104 4,953,905 213,864 23.16 1 hrs 2 mins
12 GeForce RTX 3060 Ti
GA104 [GeForce RTX 3060 Ti]
Nvidia GA104 4,431,097 36,715 120.69 0 hrs 12 mins
13 Radeon RX 6950 XT
Navi 21 [Radeon RX 6950 XT]
AMD Navi 21 4,382,176 205,518 21.32 1 hrs 8 mins
14 Radeon RX 7700XT/7800XT
Navi 32 [Radeon RX 7700XT/7800XT]
AMD Navi 32 4,345,790 136,183 31.91 0 hrs 45 mins
15 TITAN V
GV100 [TITAN V] M 12288
Nvidia GV100 3,987,030 199,507 19.98 1 hrs 12 mins
16 GeForce RTX 3070
GA104 [GeForce RTX 3070]
Nvidia GA104 3,804,797 186,800 20.37 1 hrs 11 mins
17 GeForce RTX 2080 Rev. A
TU104 [GeForce RTX 2080 Rev. A] 10068
Nvidia TU104 3,382,177 188,312 17.96 1 hrs 20 mins
18 GeForce RTX 3060 Ti Lite Hash Rate
GA104 [GeForce RTX 3060 Ti Lite Hash Rate]
Nvidia GA104 3,210,274 179,821 17.85 1 hrs 21 mins
19 GeForce RTX 4060
AD107 [GeForce RTX 4060]
Nvidia AD107 3,179,282 130,902 24.29 0 hrs 59 mins
20 RTX A4000
GA104GL [RTX A4000]
Nvidia GA104GL 2,975,948 180,475 16.49 1 hrs 27 mins
21 Radeon RX 6800/6800XT/6900XT
Navi 21 [Radeon RX 6800/6800XT/6900XT]
AMD Navi 21 2,956,204 178,468 16.56 1 hrs 27 mins
22 GeForce RTX 4050 Max-Q / Mobile
AD107M [GeForce RTX 4050 Max-Q / Mobile]
Nvidia AD107M 2,882,424 179,743 16.04 1 hrs 30 mins
23 GeForce RTX 2070 SUPER
TU104 [GeForce RTX 2070 SUPER] 8218
Nvidia TU104 2,866,460 168,751 16.99 1 hrs 25 mins
24 GeForce RTX 2080 Super
TU104 [GeForce RTX 2080 Super]
Nvidia TU104 2,863,496 36,715 77.99 0 hrs 18 mins
25 Quadro RTX 4000
TU104GL [Quadro RTX 4000]
Nvidia TU104GL 2,570,998 172,946 14.87 1 hrs 37 mins
26 GeForce RTX 2070
TU106 [GeForce RTX 2070]
Nvidia TU106 2,496,978 165,963 15.05 1 hrs 36 mins
27 GeForce RTX 3060
GA106 [GeForce RTX 3060]
Nvidia GA106 2,486,844 170,078 14.62 1 hrs 38 mins
28 GeForce GTX 1080 Ti
GP102 [GeForce GTX 1080 Ti] 11380
Nvidia GP102 2,416,782 164,362 14.70 1 hrs 38 mins
29 GeForce RTX 2060 12GB
TU106 [GeForce RTX 2060 12GB]
Nvidia TU106 2,411,165 169,038 14.26 1 hrs 41 mins
30 GeForce RTX 2060 Super
TU106 [GeForce RTX 2060 SUPER]
Nvidia TU106 2,374,732 167,848 14.15 1 hrs 42 mins
31 GeForce RTX 4060 Max-Q / Mobile
AD107M [GeForce RTX 4060 Max-Q / Mobile]
Nvidia AD107M 2,329,008 163,949 14.21 1 hrs 41 mins
32 GeForce RTX 3060 Lite Hash Rate
GA106 [GeForce RTX 3060 Lite Hash Rate]
Nvidia GA106 2,130,719 154,419 13.80 1 hrs 44 mins
33 GeForce RTX 2070 Mobile / Max-Q Refresh
TU106M [GeForce RTX 2070 Mobile / Max-Q Refresh]
Nvidia TU106M 2,044,645 159,624 12.81 1 hrs 52 mins
34 GeForce RTX 2060
TU106 [Geforce RTX 2060]
Nvidia TU106 1,961,374 137,164 14.30 1 hrs 41 mins
35 GeForce RTX 2060
TU104 [GeForce RTX 2060]
Nvidia TU104 1,754,310 150,364 11.67 2 hrs 3 mins
36 Radeon RX 6650XT
Navi 23 [Radeon RX 6650XT]
AMD Navi 23 1,570,003 132,108 11.88 2 hrs 1 mins
37 GeForce RTX 3050 8GB
GA107 [GeForce RTX 3050 8GB]
Nvidia GA107 1,557,469 146,059 10.66 2 hrs 15 mins
38 GeForce GTX 1070 Ti
GP104 [GeForce GTX 1070 Ti] 8186
Nvidia GP104 1,544,370 145,478 10.62 2 hrs 16 mins
39 Radeon RX 6700/6700XT/6800M
Navi 22 XT-XL [Radeon RX 6700/6700XT/6800M]
AMD Navi 22 XT-XL 1,532,363 100,127 15.30 1 hrs 34 mins
40 GeForce RTX 3060 Mobile / Max-Q
GA106M [GeForce RTX 3060 Mobile / Max-Q]
Nvidia GA106M 1,510,881 134,990 11.19 2 hrs 9 mins
41 GeForce GTX 1080
GP104 [GeForce GTX 1080] 8873
Nvidia GP104 1,428,417 116,567 12.25 1 hrs 58 mins
42 GeForce RTX 2070 Mobile
TU106M [GeForce RTX 2070 Mobile]
Nvidia TU106M 1,416,043 140,815 10.06 2 hrs 23 mins
43 GeForce GTX 1660 Ti
TU116 [GeForce GTX 1660 Ti]
Nvidia TU116 1,399,324 139,737 10.01 2 hrs 24 mins
44 GeForce GTX 1660 SUPER
TU116 [GeForce GTX 1660 SUPER]
Nvidia TU116 1,333,968 92,055 14.49 1 hrs 39 mins
45 RTX A2000 12GB
GA106 [RTX A2000 12GB]
Nvidia GA106 1,332,135 137,958 9.66 2 hrs 29 mins
46 GeForce GTX 1070
GP104 [GeForce GTX 1070] 6463
Nvidia GP104 1,308,074 135,877 9.63 2 hrs 30 mins
47 GeForce GTX 980 Ti
GM200 [GeForce GTX 980 Ti] 5632
Nvidia GM200 1,293,799 136,751 9.46 2 hrs 32 mins
48 Radeon Pro W5700
Navi 10 [Radeon Pro W5700]
AMD Navi 10 1,253,278 36,715 34.14 0 hrs 42 mins
49 RX 5600 OEM/5600XT/5700/5700XT
Navi 10 [RX 5600 OEM/5600XT/5700/5700XT]
AMD Navi 10 1,091,973 114,383 9.55 2 hrs 31 mins
50 GeForce RTX 3050 6GB Laptop GPU
GN20-P0-R-K2 [GeForce RTX 3050 6GB Laptop GPU]
Nvidia GN20-P0-R-K2 1,020,206 126,561 8.06 2 hrs 59 mins
51 GeForce GTX 1660
TU116 [GeForce GTX 1660]
Nvidia TU116 977,884 125,246 7.81 3 hrs 4 mins
52 GeForce GTX 1660 Mobile
TU116M [GeForce GTX 1660 Mobile]
Nvidia TU116M 893,310 122,548 7.29 3 hrs 18 mins
53 GeForce RTX 2060 Mobile
TU106M [GeForce RTX 2060 Mobile]
Nvidia TU106M 866,091 36,715 23.59 1 hrs 1 mins
54 Quadro P3200 Mobile
GP104GLM [Quadro P3200 Mobile]
Nvidia GP104GLM 809,612 117,610 6.88 3 hrs 29 mins
55 GeForce GTX 1650
TU117 [GeForce GTX 1650]
Nvidia TU117 756,631 114,708 6.60 3 hrs 38 mins
56 GeForce GTX 980
GM204 [GeForce GTX 980] 4612
Nvidia GM204 628,707 88,625 7.09 3 hrs 23 mins
57 GeForce GTX 970
GM204 [GeForce GTX 970] 3494
Nvidia GM204 599,787 106,824 5.61 4 hrs 16 mins
58 Quadro T1000 Mobile
TU117GLM [Quadro T1000 Mobile]
Nvidia TU117GLM 568,334 40,911 13.89 1 hrs 44 mins
59 GeForce GTX 1650
TU116 [GeForce GTX 1650] 3091
Nvidia TU116 566,958 102,732 5.52 4 hrs 21 mins
60 GeForce GTX 1650 Ti Mobile
TU117M [GeForce GTX 1650 Ti Mobile]
Nvidia TU117M 556,662 105,263 5.29 4 hrs 32 mins
61 RX 470/480/570/580/590
Ellesmere XT [RX 470/480/570/580/590]
AMD Ellesmere XT 446,458 48,131 9.28 2 hrs 35 mins
62 Radeon RX 7700S/7600S
Navi 33 [Radeon RX 7700S/7600S]
AMD Navi 33 397,374 36,715 10.82 2 hrs 13 mins
63 GeForce GTX 1050 Ti
GP107 [GeForce GTX 1050 Ti] 2138
Nvidia GP107 396,013 94,165 4.21 5 hrs 42 mins
64 Quadro M4000
GM204GL [Quadro M4000]
Nvidia GM204GL 380,739 88,578 4.30 5 hrs 35 mins
65 GeForce GTX 1050 Mobile
GP107M [GeForce GTX 1050 Mobile]
Nvidia GP107M 310,008 85,371 3.63 6 hrs 37 mins
66 GeForce GTX 960
GM206 [GeForce GTX 960] 2308
Nvidia GM206 287,235 82,972 3.46 6 hrs 56 mins
67 GeForce GTX 1050 LP
GP107 [GeForce GTX 1050 LP] 1862
Nvidia GP107 251,725 79,149 3.18 7 hrs 33 mins
68 Radeon R9 285/380
Tonga PRO [Radeon R9 285/380]
AMD Tonga PRO 239,854 78,311 3.06 7 hrs 50 mins
69 Quadro P620
GP107GL [Quadro P620]
Nvidia GP107GL 199,569 73,911 2.70 8 hrs 53 mins
70 Quadro P1000 Mobile
GP107GLM [Quadro P1000 Mobile]
Nvidia GP107GLM 180,300 36,715 4.91 4 hrs 53 mins
71 GeForce GT 1030
GP108 [GeForce GT 1030]
Nvidia GP108 86,649 62,819 1.38 17 hrs 24 mins
72 Quadro K620
GM107GL [Quadro K620]
Nvidia GM107GL 49,976 49,821 1.00 23 hrs 56 mins
73 Quadro NVS 510
GK107 [Quadro NVS 510]
Nvidia GK107 9,150 36,715 0.25 96 hrs 18 mins