Rajiv Kalia

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Professor of Physics and Astronomy, Computer Science, Chemical Engineering and Materials Science, and Biomedical Engineering

Education

  • 1976, Doctoral Degree, Physics, Northwestern University



Biography


Rajiv Kalia is a professor of computer science, chemical engineering, and materials science in the USC Viterbi School of Engineering, and a professor of physics and astronomy in the USC Dornsife College of Letters, Arts, and Sciences. Kalia is a Fellow of the American Physical Society and has been awarded a Foundation for Fundamental Research on Matter (FOM) Fellowship in the Netherlands; a Sustained Excellence Award in Ultra Dense, Ultra Fast Computing Components from the Defense Advanced Research Projects Agency (DARPA); and a USC Viterbi School of Engineering Senior Research Award.

Research Summary


Kalia and his team perform multi-scale simulations of nano-structured materials and processes using quantum molecular dynamics (QMD), reactive molecular dynamics (RMD), and dissipative particle dynamics stimulations of hard and soft materials. Current research efforts are focused on petascale simulations of: 1) synthesis of layered materials and thermo-mechanical, electrical and optical properties of layered material architectures; 2) self-healing nanoomaterials capable of sensing and repairing damage in harsh chemical environments and in high-temperature/high-pressure operating conditions; 3) structural and dynamic correlation in fluids confined in nanoporous materials; 4) nanoengineered energetic materials and munitions under extreme conditions; 5) shock propagation and pressure-induced structural transformations in nanocluster assemblies and self-assembled monolayers; 6) nucleation and growth of cracks, stress corrosion, and delamination at metal/ceramic, semiconductor/ceramic, and polymer/ceramic interfaces; 7) cholesterol flip-flop dynamics and barriers to small interfering RNA delivery across biomembranes; 8) supercrystals of DNA-functionalized metal nanoparticles; 9) AI driven design, discovery and manufacturing of quantum materials architectures; and 10) AI driven mathematical modeling of viral dynamics in COVID-19 patients.

Teaching Overview
In the education area, Kalia has designed a new graduate-level course titled Mathematical Methods for Deep Learning. Together with his CACS team, he has established a dual-degree curriculum for graduate students to obtain a Ph.D. in the physical sciences or in materials or biomedical sciences/engineering together with an M.S. in computer science.

Awards


  • 2010 USC Viterbi School of Engineering Senior Research Award
  • 2007 American Physical Society Fellow
  • 2000 FOM, The Netherlands Fellowship
  • 1999 LSU Distinguished Faculty Award
  • 1997 DARPA Sustained Excellence Award
  • 1991 Japan Society for the Promotion of Science Japan Society for the Promotion of Science Fellowship
Appointments
  • Physics and Astronomy
  • Mork Family Department of Chemical Engineering and Materials Science
  • Computer Science
  • Alfred E. Mann Department of Biomedical Engineering

Office
  • VHE 614
  • Vivian Hall of Engineering
  • 3651 Watt Way, Los Angeles, CA 90089
  • USC Mail Code: 242

Contact Information
  • rkalia@usc.edu

Links


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