Research section Research projects and references

Research: PEPTIDE-CONFORMATION-MODELING Folding Project #12101

Project #12101 overview

Project Summary AI Beta

This project explores how short chains of amino acids (peptides) fold into different shapes. By using computer models and machine learning, scientists hope to understand how these shapes affect the peptides' functions. This knowledge can then be used to design new peptides for applications in things like bio-inspired materials.
Automated summary; simplified and may not be fully accurate.

Project team

Manager(s)
Hassan Nadeem
Institution
University of Illinois at Urbana-Champaign

Work unit

Atoms
4,745
Core
0x22
Status
Public
Source material

Official Project Description

Peptide Conformations Short peptides can be used to observe possible conformations, which are important factors for determining their function.

Insights from these simulations can then be further extended to larger peptides.

In this study, we aim to explore the conformational space of all possible short peptides and using modeling techniques like machine learning to gain insights.

These can then be used for rational design of peptides for applications in biologically-inspired materials.

Performance data

Hardware Performance for Project 12101

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

Data as of Sunday, 02 August 2026 22:12:02

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 GeForce RTX 2070
TU106 [GeForce RTX 2070]
Nvidia TU106 2,488,432 59,897 41.55 0 hrs 35 mins
2 GeForce RTX 2060
TU104 [GeForce RTX 2060]
Nvidia TU104 2,436,926 80,808 30.16 0 hrs 48 mins
3 GeForce GTX 1660 SUPER
TU116 [GeForce GTX 1660 SUPER]
Nvidia TU116 1,631,556 51,061 31.95 0 hrs 45 mins
4 GeForce GTX 1070
GP104 [GeForce GTX 1070] 6463
Nvidia GP104 1,513,806 51,088 29.63 0 hrs 49 mins
5 Tesla P4
GP104GL [Tesla P4] 5704
Nvidia GP104GL 1,205,548 46,955 25.67 0 hrs 56 mins
6 GeForce GTX 980 Ti
GM200 [GeForce GTX 980 Ti] 5632
Nvidia GM200 837,532 41,759 20.06 1 hrs 12 mins
7 GeForce GTX 1050 Ti
GP107 [GeForce GTX 1050 Ti] 2138
Nvidia GP107 747,101 39,945 18.70 1 hrs 17 mins