Pavan Turaga

Projects

Projects per year 2011 2016 2017 2018 2019 2020 2022 2025

• 9 Active
• 19 Finished

Projects per year

Search results

• Active

  SenSIP Project Machine Learning Algorithms-Rev 4

  Spanias, A., Turaga, P. & Tepedelenlioglu, C.

  INDUSTRY: Various Consortium Members

  1/1/23 → 12/31/23

  Project: Research project

  • Learning algorithms 100%
  • Machine learning 88%

• PIPP Phase I: Computational foundations for bio-social modeling of unseen pandemics

  Pedrielli, G., Lim, E., Lant, T., Johnston, E., Dasarathy, G., Trieu, N., Rivera, D., Turaga, P., Li, W., Halden, R., Woodbury, N., Solis, P., Simeone, M., Berisha, V., Buman, M., Sankar, L. & Kelbauskas, L.

  National Science Foundation (NSF)

  9/15/22 → 2/29/24

  Project: Research project

  • Decision making 100%
  • Social sciences 86%
  • Biomarkers 86%
  • Viruses 81%
  • Resource allocation 58%

• MaCRoLearn: Manifold Controls for Robust Learning

  Dasarathy, G., Turaga, P. & Berisha, V.

  DOD: Defense Advanced Research Projects Agency (DARPA)

  4/4/22 → 12/31/23

  Project: Research project

  • Neural networks 100%
  • Geometry 99%
  • Lighting 94%
  • Imaging techniques 72%
  • Automatic target recognition 63%

• SCH: INT: Collaborative Research: Semi-Automated Rehabilitation in the Home

  Turaga, P.

  National Science Foundation (NSF)

  1/19/22 → 7/31/24

  Project: Research project

  • Patient rehabilitation 100%
  • Deep neural networks 68%
  • Neural networks 64%
  • Kinematics 55%
  • Machine learning 52%

• SCH: Smart User-Effective Data-Enabled (SUEDE) Shoe for Ankle Injury Prevention

  Lee, H., Turaga, P. & Buman, M.

  HHS: National Institutes of Health (NIH)

  9/22/21 → 7/31/25

  Project: Research project

  • Health 100%
  • Wearable sensors 84%
  • User interfaces 79%
  • Mechanics 78%
  • Muscle 63%

• Developing Real-Time Accelerated Cognitive Simulation to Advance HEDLP with High-Rep-Rate Lasers

  Turaga, P.

  DOE: Office of Science (OS)

  11/11/20 → 9/30/24

  Project: Research project

  • Laser pulses 100%
  • Lasers 97%
  • Plasmas 47%
  • Particle beams 42%
  • Group theory 39%

• SCH: INT: Collaborative Research: Semi-Automated Rehabilitation in the Home

  Turaga, P.

  National Science Foundation (NSF)

  8/15/20 → 7/31/24

  Project: Research project

  • Patient rehabilitation 100%
  • Tuning 66%
  • Markov chains 41%
  • Labels 18%
  • Availability 15%

• Structuring Visual Data Synthesis with Arts-based and Physics-based Constraints

  Turaga, P.

  INDUSTRY: Domestic Company

  7/1/20 → 6/30/23

  Project: Research project

  • Physics 100%
  • Painting 36%
  • Image processing 24%
  • Imaging techniques 16%
  • Optical devices 13%

• Dense life-log health analytics from wearable sensors using functional analysis and Riemannian geometry

  Turaga, P. & Buman, M.

  HHS-NIH: National Institute of General Medical Sciences (NIGMS)

  9/23/19 → 8/31/23

  Project: Research project

  • Functional analysis 100%
  • Wearable sensors 92%
  • Accelerometers 70%
  • Wearable technology 60%
  • Time series 58%
• Finished

  FW-HTF-P: The Future of Workplace Wellness

  Shin, D., Ingalls, T., Buman, M., Turaga, P. & Green, E.

  National Science Foundation (NSF)

  9/1/20 → 8/31/22

  Project: Research project

  • Product design 100%
  • Biofeedback 96%
  • Sensors 69%
  • Health 49%
  • Mentoring 45%

• RAPID: Active Tracking of Disease Spread in CoVID19 via Graph Predictive Analytics

  Liu, H., Solis, P., Dasarathy, G., Turaga, P. & Cochran, D.

  National Science Foundation (NSF)

  5/1/20 → 4/30/22

  Project: Research project

  • Predictive analytics 100%
  • Time series 40%
  • Graph structures 22%
  • Dynamical systems 14%
  • Viruses 12%

• Technological Anxiety and Hope: Artificial Intelligence in Digital Culture

  Jayasuriya, S., Finn, E., Turaga, P. & Sha, X. W.

  National Endowment for the Humanities (NEH)

  5/1/19 → 10/31/20

  Project: Research project

  • Artificial intelligence 100%
  • Students 42%
  • Curricula 35%
  • Planning 28%
  • Wages 15%

• SARAH (Semi-Automated Rehabilitation At the Home)

  Turaga, P.

  OTHER: Domestic Non-ABOR University

  1/1/19 → 9/6/20

  Project: Research project

  • Patient rehabilitation 100%
  • Supervisory personnel 40%
  • Bins 39%
  • Accelerometers 33%
  • Statistical Models 32%

• SenSIP Project Machine Learning Algorithms

  Spanias, A., Tepedelenlioglu, C. & Turaga, P.

  INDUSTRY: Various Consortium Members

  8/1/18 → 12/31/22

  Project: Research project

  • Learning algorithms 100%
  • Machine learning 88%
  • Students 38%
  • Industry 30%

• Wearable Real-Time Feedback System to Improve Gait and Posture in Parkinsons Dis

  Ingalls, T. & Turaga, P.

  HHS: National Institutes of Health (NIH)

  7/1/18 → 6/30/22

  Project: Research project

  • Feedback 100%
  • Exercise equipment 23%
  • Motion capture 10%
  • Real time systems 9%

• Generative Adversarial Nets for Robust Defect Classification

  Turaga, P. & Jayasuriya, S.

  INDUSTRY: Domestic Company

  6/1/18 → 5/31/21

  Project: Research project

  • Defects 100%
  • Crystal defects 58%
  • Network architecture 34%
  • Chemical activation 32%
  • Deep learning 32%

• MURA Project: Radar-Camera Sensor Fusion for Mobile Vision - Phase 2

  Bliss, D. & Turaga, P.

  INDUSTRY: Domestic Company

  9/22/17 → 9/30/18

  Project: Research project

  • Radar 100%
  • Fusion reactions 99%
  • Cameras 87%
  • Sensors 63%
  • Image acquisition 15%

• Scalable topological and geometric methods for multimodal activity modeling

  Turaga, P.

  US Department of Defense (DOD)

  6/15/17 → 1/21/21

  Project: Research project

  • Geometry 100%
  • Wearable technology 92%
  • Ubiquitous computing 90%
  • Image sensors 87%
  • Sensors 84%

• MURA Project: Radar-Camera Sensor Fusion for Mobile Vision

  Bliss, D. & Turaga, P.

  INDUSTRY: Domestic Company

  2/8/17 → 12/31/17

  Project: Research project

  • Radar 100%
  • Fusion reactions 99%
  • Cameras 87%
  • Sensors 63%
  • Image acquisition 23%

• CPS: Synergy: Image Modeling and Machine Learning Algorithms for Utility-Scale Solar Panel Monitoring

  Spanias, A., Ayyanar, R., Tepedelenlioglu, C. & Turaga, P.

  National Science Foundation (NSF)

  10/1/16 → 9/30/21

  Project: Research project

  • Learning algorithms 100%
  • Students 89%
  • Machine learning 88%
  • Monitoring 67%
  • Signal processing 64%

• CIF: Small: Collaborative Research: Geometrical and Statistical Modeling of Space-Time symmetries for Human Action Analysis and Retraining

  Turaga, P.

  National Science Foundation (NSF)

  7/15/16 → 6/30/20

  Project: Research project

  • Geometry 100%
  • Statistics 92%
  • Kinematics 64%
  • Mentoring 56%
  • Biomechanics 50%

• ASU_Turaga_SOW1

  Turaga, P.

  INDUSTRY: Domestic Company

  3/7/16 → 9/30/17

  Project: Research project

• Collaborative Research: Integrated Development of Scalable Mobile Multidisciplinary Modules (SM3) for STEM Education

  Spanias, A. & Turaga, P.

  National Science Foundation (NSF)

  9/15/15 → 4/30/21

  Project: Research project

  • education 100%
  • graduate 83%
  • engineering 78%
  • electrical engineering 71%
  • theory-practice 68%

• CAREER: Role of geometry in dynamical modeling of human movement: Applications to activity quality assessment across Euclidean non-Euclidean and

  Turaga, P.

  National Science Foundation (NSF)

  6/15/15 → 5/31/22

  Project: Research project

  • mathematics 100%
  • video 45%
  • supplement 44%
  • mentoring 44%
  • student 36%

• SenSIP Project: Minimally Supervised Machine Learning for Condition Monitoring of Machinery

  Spanias, A., Berisha, V., Tepedelenlioglu, C. & Turaga, P.

  INDUSTRY: Various Consortium Members

  8/8/14 → 9/30/16

  Project: Research project

  • Condition monitoring 100%
  • Machinery 92%
  • Machine learning 70%
  • Magnetic sensors 41%
  • Pressure sensors 34%

• CIF: Small: Collaborative Research: Geometry-aware and data-adaptive signal processing for resource constrained activity analysis

  Turaga, P.

  National Science Foundation (NSF)

  8/1/13 → 7/31/17

  Project: Research project

  • Signal processing 100%
  • Geometry 75%
  • Sensors 63%
  • Approximation theory 46%
  • Computer vision 39%

• Adaptive Rehabilitation using Mixed-reality at Home: The (ARM at Home) Study

  Turaga, P.

  HHS: National Institutes of Health (NIH)

  10/1/12 → 12/31/14

  Project: Research project

  • Mixed reality 100%
  • Patient rehabilitation 71%
  • Seed 8%
  • Medicine 8%
  • Kinematics 6%

• Compressive Sensing for Image Understanding

  Turaga, P.

  DOD-NAVY: Office of Naval Research (ONR)

  12/1/11 → 5/31/16

  Project: Research project

  • Image understanding 100%