Explore

Browse connected research projects, publications, people, lab news, and funding across the lab’s work.

Method: AI ModelingClear filters

Research Projects

1
Integrated Fatigue Analysis and Prediction using Breath Analysis and Wearable SensorsCompleted

A large-scale, multi-investigator project funded by the Defense Advanced Research Projects Agency (DARPA) investigating integrated approaches to predicting fatigue in military personnel — combining breath analysis biomarkers with wearable sensor data and AI-assisted modeling.

Methods: AI ModelingBreath AnalysisMilitary Fatigue ProtocolsWearable Sensors
PI
R Jafari
Co-PI / Mentor
SE Riechman, Ranjana Mehta, Heather Bean, Ivan Ivanov
Funding
$4,800,000 · DoD-DARPA
Timeline
2022–2025
Related Publication

Doyle BP et al. (2025). Is Physics-Informed Modeling the Future of Fatigue Assessment? Physiology. DOI: 10.1152/physiol.00050.2025

Read more ↗

People

1

Funding Awards

5

$4,800,000

Federal AgencyConfirmed

DoD - DARPA

Tactical Human Performance & Fatigue

2022–2025Riechman SE, Mann JB (Co-Directors)

$25,000

University / InstituteConfirmed

Huffine Institute

JP Bramhall Faculty Research Grant

2026–2028Colvin, LC (PI), Riechman, SE (C0-I), Finco, M - TCU (Co-I), Freeman, C - TCU (Co-I)

$5,000

University / InstituteConfirmed

KNSM

Decoding Neural-Mechanical Coupling

2026–2027Burmeier AJ (PI); Riechman SE (CO-I)

$15,000

Professional Org.Pending

NSCA

Neural-Mechanical Coupling & Explosive Force (Doctoral Grant)

2026–2027Burmeier AJ (PI); Riechman SE, Yentes J, Mann JB (CO-I)