RESEARCH: INFLUENZA
FOLDING PROJECT #12456 PROFILE

PROJECT TEAM

Manager(s): Dylan Novack
Institution: Temple University
Project URL: View Project Website

WORK UNIT INFO

Atoms: 90,440
Core: 0x23
Status: Public

TLDR; PROJECT SUMMARY AI BETA

Miniproteins are being designed to fight the flu by blocking a key viral protein called hemagglutinin. Scientists want to understand how these miniproteins work so they can design even better ones. They'll use computer simulations to track how the miniproteins bind and unbind from hemagglutinin, giving us a detailed picture of this important interaction.

Note: This TLDR is a simplication and may not be 100% accurate.

OFFICAL 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.

RELATED TERMS GLOSSARY AI BETA

Note: Glossary items are a high level summary and may not be 100% accurate.

miniprotein

Small proteins engineered for specific functions.

Technical: Pharmaceutical
Biotechnology / Drug Design

Miniproteins are artificially created proteins that are smaller than traditional antibodies. They're designed to perform specific tasks, like binding to viruses or other targets. Miniproteins offer advantages over larger proteins and drugs because they are easier to manufacture and can be more effective at reaching their targets.


therapeutics

Medicinal treatments designed to prevent or cure diseases.

Technical: Pharmaceutical
Biotechnology / Drug Development

Therapeutics refer to medications and other treatments used to manage and treat illnesses. They can work in various ways, such as blocking harmful substances, stimulating the immune system, or replacing missing substances.


infectious disease

Illness caused by pathogenic microorganisms.

Clinical: Healthcare
Medicine / Infectious Diseases

Infectious diseases are illnesses caused by harmful microbes like bacteria, viruses, fungi, or parasites. These pathogens can spread from person to person, through contaminated food or water, or via insect bites. Infectious diseases often present with symptoms such as fever, cough, fatigue, and body aches.


hemagglutinin

Viral protein that binds to sialic acid on host cells.

Scientific: Biotechnology
Virology / Influenza Virus

Hemagglutinin is a crucial protein found on the surface of influenza viruses. It allows the virus to attach to and enter human cells by binding to a sugar molecule called sialic acid, which is present on cell surfaces.


Influenza A (HA)

Subtype of influenza virus characterized by the hemagglutinin protein (HA).

Scientific: Biotechnology
Virology / Influenza Virus

Influenza A (HA) is a subtype of the influenza virus. It's known for causing seasonal flu epidemics and pandemics. The 'HA' refers to the hemagglutinin protein, which plays a key role in the virus's ability to infect human cells.


molecular dynamics

Computational method for simulating the movement of atoms and molecules.

Scientific: Research
Biophysics / Protein Structure

Molecular dynamics simulations are computer models used to study how atoms and molecules interact over time. They allow scientists to understand how proteins fold, how drugs bind to their targets, and how chemical reactions occur at the molecular level.


affinity maturation

Process of improving the binding affinity of antibodies through mutations.

Scientific: Biotechnology
Immunology / Antibody Engineering

Affinity maturation is a crucial process in antibody development. It involves introducing mutations into an antibody's structure to enhance its ability to bind to its target antigen. This often leads to more effective therapeutic antibodies.

PROJECT FOLDING PPD AVERAGES BY GPU

Data as of Tuesday, 14 April 2026 06:34:24
Rank
Project
Model Name
Folding@Home Identifier
Make
Brand
GPU
Model
PPD
Average
Points WU
Average
WUs Day
Average
WU Time
Average
1 GeForce RTX 4060 Ti
AD106 [GeForce RTX 4060 Ti]
Nvidia AD106 21,600,117 36,715 588.32 0 hrs 2 mins
2 RTX A6000
GA102GL [RTX A6000]
Nvidia GA102GL 9,687,891 36,715 263.87 0 hrs 5 mins
3 GeForce RTX 3080 Ti
GA102 [GeForce RTX 3080 Ti]
Nvidia GA102 9,029,370 259,811 34.75 0 hrs 41 mins
4 GeForce RTX 3090 Ti
GA102 [GeForce RTX 3090 Ti]
Nvidia GA102 8,927,493 260,023 34.33 0 hrs 42 mins
5 GeForce RTX 3090
GA102 [GeForce RTX 3090]
Nvidia GA102 8,378,723 239,701 34.95 0 hrs 41 mins
6 GeForce RTX 3080 12GB
GA102 [GeForce RTX 3080 12GB]
Nvidia GA102 7,546,537 246,929 30.56 0 hrs 47 mins
7 GeForce RTX 3080
GA102 [GeForce RTX 3080]
Nvidia GA102 6,991,458 237,811 29.40 0 hrs 49 mins
8 GeForce RTX 2080 Ti Rev. A
TU102 [GeForce RTX 2080 Ti Rev. A] M 13448
Nvidia TU102 5,695,666 224,093 25.42 0 hrs 57 mins
9 GeForce RTX 3070 Ti
GA104 [GeForce RTX 3070 Ti]
Nvidia GA104 5,446,706 221,375 24.60 0 hrs 59 mins
10 GeForce RTX 2080 Ti
TU102 [GeForce RTX 2080 Ti] M 13448
Nvidia TU102 5,416,724 95,370 56.80 0 hrs 25 mins
11 Radeon RX 7900XT/XTX/GRE
Navi 31 [Radeon RX 7900XT/XTX/GRE]
AMD Navi 31 5,408,377 191,330 28.27 0 hrs 51 mins
12 GeForce RTX 3080 Lite Hash Rate
GA102 [GeForce RTX 3080 Lite Hash Rate]
Nvidia GA102 5,262,323 211,411 24.89 0 hrs 58 mins
13 GeForce RTX 3070 Lite Hash Rate
GA104 [GeForce RTX 3070 Lite Hash Rate]
Nvidia GA104 4,923,906 213,137 23.10 1 hrs 2 mins
14 Radeon RX 6950 XT
Navi 21 [Radeon RX 6950 XT]
AMD Navi 21 4,736,526 210,973 22.45 1 hrs 4 mins
15 TITAN V
GV100 [TITAN V] M 12288
Nvidia GV100 3,998,478 199,858 20.01 1 hrs 12 mins
16 GeForce RTX 3070
GA104 [GeForce RTX 3070]
Nvidia GA104 3,857,849 196,058 19.68 1 hrs 13 mins
17 GeForce RTX 2080 Rev. A
TU104 [GeForce RTX 2080 Rev. A] 10068
Nvidia TU104 3,456,948 189,584 18.23 1 hrs 19 mins
18 Radeon RX 7700XT/7800XT
Navi 32 [Radeon RX 7700XT/7800XT]
AMD Navi 32 3,333,545 130,076 25.63 0 hrs 56 mins
19 GeForce RTX 3060 Ti Lite Hash Rate
GA104 [GeForce RTX 3060 Ti Lite Hash Rate]
Nvidia GA104 3,238,527 185,657 17.44 1 hrs 23 mins
20 GeForce RTX 4060
AD107 [GeForce RTX 4060]
Nvidia AD107 3,227,113 143,496 22.49 1 hrs 4 mins
21 Radeon RX 6800/6800XT/6900XT
Navi 21 [Radeon RX 6800/6800XT/6900XT]
AMD Navi 21 3,025,245 180,377 16.77 1 hrs 26 mins
22 GeForce RTX 3060 Ti
GA104 [GeForce RTX 3060 Ti]
Nvidia GA104 2,968,801 182,075 16.31 1 hrs 28 mins
23 GeForce RTX 2070 SUPER
TU104 [GeForce RTX 2070 SUPER] 8218
Nvidia TU104 2,961,505 171,231 17.30 1 hrs 23 mins
24 GeForce RTX 2080 Super
TU104 [GeForce RTX 2080 Super]
Nvidia TU104 2,924,347 36,715 79.65 0 hrs 18 mins
25 GeForce RTX 4050 Max-Q / Mobile
AD107M [GeForce RTX 4050 Max-Q / Mobile]
Nvidia AD107M 2,880,087 179,427 16.05 1 hrs 30 mins
26 GeForce RTX 2060 12GB
TU106 [GeForce RTX 2060 12GB]
Nvidia TU106 2,573,203 173,639 14.82 1 hrs 37 mins
27 RTX A4000
GA104GL [RTX A4000]
Nvidia GA104GL 2,426,256 156,928 15.46 1 hrs 33 mins
28 GeForce RTX 3060 Lite Hash Rate
GA106 [GeForce RTX 3060 Lite Hash Rate]
Nvidia GA106 2,409,456 162,430 14.83 1 hrs 37 mins
29 GeForce RTX 2070
TU106 [GeForce RTX 2070]
Nvidia TU106 2,404,536 163,141 14.74 1 hrs 38 mins
30 GeForce RTX 2060 Super
TU106 [GeForce RTX 2060 SUPER]
Nvidia TU106 2,399,011 168,556 14.23 1 hrs 41 mins
31 GeForce RTX 3060
GA106 [GeForce RTX 3060]
Nvidia GA106 2,363,517 167,297 14.13 1 hrs 42 mins
32 Quadro RTX 4000
TU104GL [Quadro RTX 4000]
Nvidia TU104GL 2,353,414 167,603 14.04 1 hrs 43 mins
33 GeForce RTX 4060 Max-Q / Mobile
AD107M [GeForce RTX 4060 Max-Q / Mobile]
Nvidia AD107M 2,256,130 151,933 14.85 1 hrs 37 mins
34 GeForce GTX 1080 Ti
GP102 [GeForce GTX 1080 Ti] 11380
Nvidia GP102 2,212,872 152,493 14.51 1 hrs 39 mins
35 GeForce RTX 2070 Mobile / Max-Q Refresh
TU106M [GeForce RTX 2070 Mobile / Max-Q Refresh]
Nvidia TU106M 2,121,274 161,662 13.12 1 hrs 50 mins
36 GeForce RTX 2070 Rev. A
TU106 [GeForce RTX 2070 Rev. A]
Nvidia TU106 2,061,927 160,693 12.83 1 hrs 52 mins
37 GeForce RTX 2060
TU106 [Geforce RTX 2060]
Nvidia TU106 1,918,094 139,879 13.71 1 hrs 45 mins
38 GeForce RTX 2060
TU104 [GeForce RTX 2060]
Nvidia TU104 1,909,324 154,211 12.38 1 hrs 56 mins
39 GeForce RTX 3060 Mobile / Max-Q
GA106M [GeForce RTX 3060 Mobile / Max-Q]
Nvidia GA106M 1,555,981 127,519 12.20 1 hrs 58 mins
40 GeForce RTX 3050 8GB
GA107 [GeForce RTX 3050 8GB]
Nvidia GA107 1,465,894 140,489 10.43 2 hrs 18 mins
41 GeForce GTX 1660 SUPER
TU116 [GeForce GTX 1660 SUPER]
Nvidia TU116 1,419,819 111,317 12.75 1 hrs 53 mins
42 GeForce GTX 1080
GP104 [GeForce GTX 1080] 8873
Nvidia GP104 1,418,629 107,141 13.24 1 hrs 49 mins
43 GeForce RTX 2070 Mobile
TU106M [GeForce RTX 2070 Mobile]
Nvidia TU106M 1,418,232 141,069 10.05 2 hrs 23 mins
44 GeForce GTX 1070 Ti
GP104 [GeForce GTX 1070 Ti] 8186
Nvidia GP104 1,388,614 133,395 10.41 2 hrs 18 mins
45 RTX A2000 12GB
GA106 [RTX A2000 12GB]
Nvidia GA106 1,386,249 138,184 10.03 2 hrs 24 mins
46 Radeon RX 6600/6600 XT/6600M
Navi 23 XT-XL [Radeon RX 6600/6600 XT/6600M]
AMD Navi 23 XT-XL 1,368,039 140,205 9.76 2 hrs 28 mins
47 Radeon RX 6700/6700XT/6800M
Navi 22 XT-XL [Radeon RX 6700/6700XT/6800M]
AMD Navi 22 XT-XL 1,317,292 103,470 12.73 1 hrs 53 mins
48 GeForce GTX 1070
GP104 [GeForce GTX 1070] 6463
Nvidia GP104 1,309,764 136,790 9.57 2 hrs 30 mins
49 GeForce GTX 980 Ti
GM200 [GeForce GTX 980 Ti] 5632
Nvidia GM200 1,278,506 135,088 9.46 2 hrs 32 mins
50 Radeon PRO W6600
Navi 23 XL [Radeon PRO W6600]
AMD Navi 23 XL 1,252,775 135,492 9.25 2 hrs 36 mins
51 GeForce GTX 1660 Mobile
TU116M [GeForce GTX 1660 Mobile]
Nvidia TU116M 1,167,905 133,041 8.78 2 hrs 44 mins
52 RX 5600 OEM/5600XT/5700/5700XT
Navi 10 [RX 5600 OEM/5600XT/5700/5700XT]
AMD Navi 10 949,712 124,373 7.64 3 hrs 9 mins
53 GeForce GTX 1060 3GB
GP106 [GeForce GTX 1060 3GB] 3935
Nvidia GP106 917,123 122,505 7.49 3 hrs 12 mins
54 Radeon RX 7700S/7600S
Navi 33 [Radeon RX 7700S/7600S]
AMD Navi 33 874,868 36,715 23.83 1 hrs 0 mins
55 Quadro P3200 Mobile
GP104GLM [Quadro P3200 Mobile]
Nvidia GP104GLM 808,016 117,386 6.88 3 hrs 29 mins
56 GeForce GTX 980
GM204 [GeForce GTX 980] 4612
Nvidia GM204 786,904 116,314 6.77 3 hrs 33 mins
57 GeForce GTX 970
GM204 [GeForce GTX 970] 3494
Nvidia GM204 763,144 114,124 6.69 3 hrs 35 mins
58 GeForce GTX 1650
TU117 [GeForce GTX 1650]
Nvidia TU117 663,124 105,841 6.27 3 hrs 50 mins
59 GeForce GTX 1650
TU116 [GeForce GTX 1650] 3091
Nvidia TU116 637,830 105,306 6.06 3 hrs 58 mins
60 GeForce GTX 1650 Ti Mobile
TU117M [GeForce GTX 1650 Ti Mobile]
Nvidia TU117M 595,688 105,543 5.64 4 hrs 15 mins
61 R9 Fury X/NANO
Fiji XT [R9 Fury X/NANO]
AMD Fiji XT 566,184 103,627 5.46 4 hrs 24 mins
62 Quadro T1000 Mobile
TU117GLM [Quadro T1000 Mobile]
Nvidia TU117GLM 552,965 36,715 15.06 1 hrs 36 mins
63 RX 470/480/570/580/590
Ellesmere XT [RX 470/480/570/580/590]
AMD Ellesmere XT 525,458 43,310 12.13 1 hrs 59 mins
64 GeForce GTX 1660
TU116 [GeForce GTX 1660]
Nvidia TU116 509,181 88,046 5.78 4 hrs 9 mins
65 GeForce GTX 1050 Ti
GP107 [GeForce GTX 1050 Ti] 2138
Nvidia GP107 385,745 91,532 4.21 5 hrs 42 mins
66 Quadro M4000
GM204GL [Quadro M4000]
Nvidia GM204GL 376,444 88,327 4.26 5 hrs 38 mins
67 GeForce GTX 1050 3 GB Max-Q
GP107M [GeForce GTX 1050 3 GB Max-Q]
Nvidia GP107M 318,699 87,324 3.65 6 hrs 35 mins
68 Radeon RX 580 2048SP
Polaris 20 XL [Radeon RX 580 2048SP]
AMD Polaris 20 XL 310,364 85,036 3.65 6 hrs 35 mins
69 GeForce GTX 1050 Mobile
GP107M [GeForce GTX 1050 Mobile]
Nvidia GP107M 310,362 85,279 3.64 6 hrs 36 mins
70 Quadro P620
GP107GL [Quadro P620]
Nvidia GP107GL 204,522 74,833 2.73 8 hrs 47 mins
71 GeForce GTX 660 Ti
GK104 [GeForce GTX 660 Ti] 2634
Nvidia GK104 119,540 36,715 3.26 7 hrs 22 mins
72 GeForce GTX 750
GM107 [GeForce GTX 750] 1111
Nvidia GM107 112,500 67,754 1.66 14 hrs 27 mins
73 GeForce GTX 660
GK106 [GeForce GTX 660]
Nvidia GK106 88,463 56,650 1.56 15 hrs 22 mins
74 GeForce GT 1030
GP108 [GeForce GT 1030]
Nvidia GP108 61,531 52,719 1.17 20 hrs 34 mins

PROJECT FOLDING PPD AVERAGES BY CPU BETA

Data as of Tuesday, 14 April 2026 06:34:24
Rank
Project
CPU Model Logical
Processors (LP)
PPD-PLP
AVG PPD per 1 LP
ALL LP-PPD
(Estimated)
Make