PNNL

Adam Attarian is an applied mathematician and data scientist in the Applied Artificial Intelligence (AI) Systems group at Pacific Northwest National Laboratory’s (PNNL) Seattle campus. He works on diverse national security problems across many domains. His current research areas include geospatial analysis, computer vision, and security of AI-enabled systems. Attarian also works in the analysis of emerging and disruptive technologies, assessing how new technologies, threats, and ideas impact the United States.

Prior to PNNL, Attarian worked as a technical staff member for six years at the Massachusetts Institute of Technology Lincoln Laboratory in the Advanced Concepts and Technology group within the Air and Missile Defense division.

• AI and machine learning
• Geospatial intelligence
• Mathematical modeling of complex systems
• Emerging threats and technologies

• PhD in applied mathematics, North Carolina State University
• MS in applied mathematics, North Carolina State University
• BS in applied mathematics, North Carolina State University
• BS in electrical engineering, North Carolina State University

• Institute of Electrical and Electronics Engineers
• Society for Industrial and Applied Mathematics

• Ives, R. L., H. T. Tran, T. Bui, A. Attarian, W. Tallis, J. David, V. Forstall, C. Andujar, N. T. Blach, Brown, David B., S. E. Gadson, E. M. K. Kiley, and M. Read. "Electron Gun for a Multiple Beam Klystron with Magnetic Compression of the Electron Beams". US Patent 8.547.006, filed February 12, 2010, and issued October 1, 2013.

2017

• Arthur, J., A. Attarian, F. Hamilton, H. Tran, “Nonlinear Kalman Filtering for Censored Observations,” In preprint, available on the Arxiv, 13 February 2017.

2014

• Attarian, A. “Ship-Based Non-Cooperative Target Recognition: Algorithms and Performance,” In Proceedings from the Military Sensing Symposia Battlefield Survivability & Discrimination Conference, Gaithersburg, MD, 8–12 September 2014. This publication is classified.

2013

• Attarian, A., G. Denis, J. Gronsbell, G. Iervolino, H. Tran, “A Comparison of Feature Selection and Classification Algorithms in Identifying Baseball Pitches,” In S. I. Ao, O. Castillo, C. Douglas (eds) Proc. of the Int. Multi-Conference of Engineers and Computer Scientists, 13–15 March, 2013, Hong Kong, pp. 263–268.
• Attarian, A., G. Denis, J. Gronsbell, G. Iervolino, L. Layne, D. Padgett and H. Tran, “Baseball Pitch Classification: A Bayesian Method and Dimension Reduction Investigation,” IAENG Transactions on Engineering Sciences, Special Issue of the Int. Multiconference of Engineers and Computer Scientists 2013 and World Congress on Engineering 2013, pp 393–399.
• Attarian, A., J. Batzel, B. Matzuka, H. Tran, “Application of the Unscented Kalman Filtering to Parameter Estimation”. In: J. Batzel, M. Bachar, F. Kappel (eds.) Mathematical Modeling and Validation in Physiology, Lecture Notes in Mathematics, pp. 75–88. Springer Berlin Heidelberg (2013). DOI: 978-3-642-32882-44.

2010

• Ives, R.L., M. Read,T. Bui, A. Attarian, W. Tallis, V. Forstall, C. Andujar, H. Tran, “Optimization for the design of electron guns,” 2010 Abstracts IEEE International Conference on Plasma Science, 20–24 June 2010. DOI:10.1109/PLASMA.2010.5534443.
• Ives, R.L., A. Attarian, W. Tallis, T. Bui, H. Tran, et al, “Design of Doubly Convergent Multiple- Beam Electron Guns,” in IEEE Transactions on Plasma Science, 38(6) 2010, pp 1337–1344. DOI: 10.1109/TPS.2010.2046501.

2009

• Ives, R.L., A. Attarian, T. Bui, M. Read, J. David, and H. Tran, “Computational Design of Asymmet- ric Electron Beam Devices,” in IEEE Transactions on Electron Devices, 56(5) May 2009, pp 753–761. DOI: 10.1109/TED.2009.2015421.
• Draper, A. Attarian, M.V Evans, K. A Yokley, et al, “Feasibility of metabolic parameter estimation in pharmacokinetic models of carbon tetrachloride exposure in rats,” in Toxicological and Environmental Chemistry, 91(3), April 2009, pp 521–546. DOI: 10.1080/02772240802214530.
• Bui, T., R.L. Ives; A. Attarian; J. David; H. Tran; M. Posth, “An optimizer for Beam Optics Analyzer,” Vacuum Electronics Conference, 2009. IEEE International IVEC ’09 pp 561,562, 28–30 April 2009. DOI: 10.1109/IVELEC.2009.5193468.

2008

• Ives, R.L., A. Attarian, T. Bui, H. Tran, et al, “Implementation of computer optimization for design of electron guns,” in IEEE International Conference on Infrared, Millimeter, and Terahertz Waves, 2008, 15–19 Sept. 2008, pp 1-2. DOI: 10.1109/ICIMW.2008.4665480.
• Fink, M., A. Attarian, and H. Tran, “Subset selection for parameter estimation in an HIV model,” in ICIAM07 Minisymposia — 12 Bio-Mathematics, August 2008. DOI: 10.1002/pamm.200700319.
• Ives, R.L., A. Attarian, T. Bui, M. Read, J. David, and H. Tran, “Computer-optimized design of electron guns,” in IEEE International Vacuum Electronics Conference, 22–24 April 2008, pp 453–454. DOI: 10.1109/IVELEC.2008.4556399.