Vahid Keshavarzzadeh

Vahid Keshavarzzadeh

Machine Learning Scientist

The first author is the presenter.

Conference Proceedings: Articles, Abstracts And Presentations

  1. Keshavarzzadeh V., Kirby R.M., Narayan A. Parametric Topology Optimization and Design Space Exploration with Deep Learning and Scientific Visualization, The 16th US National Congress on Computational Mechanics, July 25-29, 2021, Virtual conference - originally scheduled in Chicago, IL.
  2. Narayan A., Xu Y., Keshavarzzadeh V., Kirby R.M. Computational Budget Allocation in Multifidelity Problems via Bandit Learning, SIAM Conference on Computational Science and Engineering, March 1-5, 2021, Virtual conference - originally scheduled in Forth Worth, TX.
  3. Keshavarzzadeh V., Kirby R.M., Narayan A. Stress Based Topology Optimization under Uncertainty via Simulation-Based Gaussian Processes, The 15th US National Congress on Computational Mechanics, July 28 - August 01, 2019, Austin.
  4. Pejman R., Keshavarzzadeh V., Najafi A. Reliability-based and Robust Design Optimization of Microvascular Materials for Active Cooling Applications, The 15th US National Congress on Computational Mechanics, July 28 - August 01, 2019, Austin.
  5. Nabian M.A., Keshavarzzadeh V., Meidani H. Robust Topology Optimization Using Image-Based Deep Learning, The Engineering Mechanics Institute Conference 2019, June 18-21, 2019, Pasadena.
  6. Bansal P., Keshavarzzadeh V., Guevara A., Daziano R.A. Designed Quadrature to Approximate Integrals in Maximum Simulated Likelihood Estimation, The Transportation Research Board 98th Annual Meeting, January 13-17, 2019, Washington D.C.
  7. Keshavarzzadeh V., Kirby R.M., Narayan A. Parametric Topology Optimization with Multiresolution Finite Element Models, The 13th World Congress in Computational Mechanics, July 22-27, 2018, NYC.
  8. Keshavarzzadeh V., Kirby R.M., Narayan A. Time Discretization Bifidelity Modeling, The 13th World Congress in Computational Mechanics, July 22-27, 2018, NYC.
  9. Keshavarzzadeh V., Tortorelli, D.A. Topology Optimization under Manufacturing Uncertainty Via Non-Intrusive Polynomial Chaos Expansion, The 14th US National Congress on Computational Mechanics, July 17-20, 2017, Montreal, Canada.
  10. Mishra M., Keshavarzzadeh V., Noshadravan A. Pipeline Corrosion Mitigation Via Maintenance Optimization under Uncertainty, Engineering Mechanics Institute Conference, June 4-7, 2017, San Diego.
  11. Tortorelli, D.A., Keshavarzzadeh V. Topology Optimization under Uncertainty Via Non-Intrusive Polynomial Chaos Expansion, The 24th International Congress of Theoretical and Applied Mechanics, August 21-26, 2016, Montreal, Canada.
  12. Keshavarzzadeh V., Tortorelli D.A. A Gradient Based Polynomial Chaos Approach for Topology Optimization under Uncertainty, The Engineering Mechanics Institute and the Probabilistic Mechanics and Reliability Conference 2016, May 22-25, 2016, Nashville.
  13. Tortorelli, D.A., Keshavarzzadeh V. Gradient-Based Design Optimization under Uncertainty via Stochastic Expansion Methods, DCAMM Seminar, October 2015, Danish Technical University, Lyngby, Denmark.
  14. Tortorelli, D.A., Keshavarzzadeh V. Gradient-Based Design Optimization under Uncertainty via Stochastic Expansion Methods, October 2015, University of Liege, Liege, Belgium.
  15. Keshavarzzadeh V., Tortorelli D.A. Gradient-Based Design Optimization under Uncertainty via Stochastic Expansion Methods, The 13th US National Congress on Computational Mechanics, July 26-30, 2015, San Diego.
  16. Ghanem R., Thimmisetty C., Yadegaran I., Keshavarzzadeh V., Masri S., Red-Horse J., Moser R., Oliver T., Spanos P., Aldraihem O. A Probabilistic Approach to the NASA Langley Multidisciplinary Uncertainty Quantification Challenge Problem, 16th AIAA Non-Deterministic Approaches Conference, 2014.
  17. Keshavarzzadeh V., Ghanem R.G. Design Optimization Under Uncertainty for Rotor Blades of Horizontal Axis Wind Turbines, The 12th US National Congress on Computational Mechanics, July 22-25, 2013, Raleigh.
  18. Keshavarzzadeh V., Ghanem R.G. Design Optimization Under Uncertainty for Rotor Blades of Horizontal Axis Wind Turbines, Uncertainty Quantification Summer School, August 22-24, 2012, USC.
  19. Keshavarzzadeh V., Ghanem R.G. Shape Optimization under Uncertainty for Rotor Blades of Horizontal Axis Wind Turbines, 2012 Joint Conference of the Engineering Mechanics Institute and 11th ASCE Joint Specialty Conference on Probabilistic Mechanics and Structural Reliability, June 17-20, 2012, University of Notre Dame.
  20. Keshavarzzadeh V., Ghanem R.G. Convergence Acceleration via Sequence Transformation for the Solution of Stochastic Galerkin Equations, The 11th US National Congress on Computational Mechanics, July 25-29, 2011, Minneapolis.
  21. Keshavarzzadeh V., Ghanem R.G. Convergence Acceleration of Polynomial Chaos Solutions, Uncertainty Quantification for Multiphysics and Multiscale Systems, March 7-8, 2011, USC.
  22. Shodja, H.M., Keshavarzzadeh V., Yavari, A. Simulation of crystalline defects in the atomic scale using a lattice theory, International conference on MicroNano reliability, September 2-5, 2007, Berlin.