VCADS
Recent News

 Ryan Morgan (Children’s Hospital of Philadelphia) and C. Nataraj, “Physiology-directed Epinephrine Dosing in Pediatric Cardiac Arrest (PEDICA)”, National Institutes of Health, $565,058, September 2024-July 2029.

 C. Nataraj and Robert Sutton (CHOP), “Evaluating and improving the efficacy of Extracorporeal Cardiopulmonary Resuscitation (E-CPR) in pediatric patients using interactive Machine Learning”, National Institutes of Health, $222,462, January 2024-December 2025.

 C. Nataraj, “Diagnostics of Engineering & Biomedical Systems A Perspective from Two Decades of Research, Distinguished Institute Lecture, Indian Institute of Technology, Roorkee, India, August 16, 2024.

 C. Nataraj, “ADAPTIVE MODELING FOR DESIGN INTEGRATING NONLINEAR DYNAMICAL RESPONSE”, Invited Talk at International Congress on Theoretical and Applied Mechanics (ICTAM 2024), Daegu, South Korea, August 29, 2024. [Co-authors: Zihan Liu and Prashant N. Kambali].

 C. Nataraj and Turki Haj Mohamad, “Fault diagnostics systems and methods”, US Patent No. 12,045,047, July 23, 2024.

 Physics-informed machine learning for modeling multidimensional dynamics (nonlinear dynamics)

 C. Nataraj, “Machinery Diagnostics with Physics and Machine Learning”, Keynote at ASNT’s MFPT Annual Conference (ASNT), Virginia Beach, VA, May 9, 2024.

 Dr. Nataraj Co-organized (with Jim O’Brien and Garrett Clayton) MATE Underwater Robotics Competition, with about 100 high and middle school students, May 11, 2024.

About VCADS

Villanova Center for Analytics of Dynamic Systems (VCADS) focuses on the development of new tools and techniques for analytics of dynamic systems with applications in engineering and medicine. Research aims to determine how best to make use of this data to divine the underlying dynamics for analysis, diagnostics, prognostics and health management.