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This page lists papers authored or co-authored by D&P group members on the subject of Diagnostics & Prognostics in the last 3 years. The first table contains papers where D&P group members are primary authors. The second table lists papers where D&P group members were co-authors.

Publications with NASA Primary Authors
I. Roychoudhury, G. Biswas, and X. Koutsoukos, Distributed Diagnosis in Uncertain Environments Using Dynamic Bayesian Networks, Proceedings of the 18th Mediterranean Conference on Control and Automation (MED'10), Marrakech, Morocco, June 2010.
I. Roychoudhury, G. Biswas, and X. Koutsoukos, Using Factored Bond Graphs for Distributed Diagnosis of Complex Systems, Proceedings of the 9th International Conference on Bond Graph Modeling and Simulation, pp. 11-18, Orlando, FL, April 2010.
I. Roychoudhury, G. Biswas, and X. Koutsoukos, Factoring Dynamic Bayesian Networks Based on Structural Observabaility, IEEE Conference on Decision and Control, 2009.
M. Daigle, X. Koutsoukos, and G. Biswas, A Qualitative Event-based Approach to Continuous Systems Diagnosis, IEEE Transactions on Control Systems Technology, vol. 17, no. 4, 780-793, 2009.
I. Roychoudhury, G. Biswas, and X. Koutsoukos, Designing Distributed Diagnosers for Complex Continuous Systems, IEEE Transactions on Automation Science and Engineering, Vol. 6, No. 2, 277-290, 2009.
E. Balaban, A. Saxena, P. Bansal, K. Goebel, S. Curran, Modeling, Detection, and Disambiguation of Sensor Faults for Aerospace Applications, Sensors Journal, IEEE, vol.9, no.12, Dec. 2009, pp.1907-1917, 2009.
B. Saha, K. Goebel, S. Poll and J. Christophersen, Prognostics Methods for Battery Health Monitoring Using a Bayesian Framework, IEEE Transactions on Instrumentation and Measurement, Vol. 58, No. 2, pp. 291-296, 2009.
E. Balaban, A. Saxena, P. Bansal, K. Goebel, P. Stoelting, and S. Curran, A Diagnostic Approach for Electro-Mechanical Actuators in Aerospace Systems, Proceedings of IEEE Aerospace conference 2009, 2009.
S. Saha, B. Saha, and K. Goebel, A Distributed Prognostic Health Management Architecture, Proceedings of MFPT 2009, 2009.
T. Kurtoglu, S. Narasimhan, S. Poll, D. Garcia, L. Kuhn, J. de Kleer, A. van Gemund, and A. Feldman, A Framework for Evaluating and Comparing Diagnosis Algorithms,, 20th International Workshop on Principles of Diagnosis (DX ’09), Stockholm, Sweden, 373-381, 2009.
K. Wheeler, T. Kurtoglu, S. Poll , A Survey of Health Management User Objectives Related to Diagnostic and Prognostic Metrics, ASME Computers and Information in Engineering Conference, IDETC - CIE'09, 2009.
T. Kurtoglu, S. Narasimhan, S. Poll, D. Garcia, and S. Wright, Benchmarking Diagnostic Algorithms on an Electrical Power System Testbed, Annual Conference of the Prognostics and Health Management Society 2009 (PHM’09), San Diego, California, USA, 2009.
S. Saha, B. Saha, and K. Goebel, Communication Optimizations for a Wireless Distributed Prognostic Framework, Proceedings of IEEE Aerospace conference 2009, 2009.
I. Roychoudhury, M. Daigle, G. Biswas, X. Koutsoukos, A. Patterson-Hine, and S. Poll, Comprehensive Diagnosis of Complex Electrical Power Distribution Systems, Proceedings of the 7th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, 722-727, 2009.
O. Mengshoel, S. Poll, T. Kurtoglu, Developing Large-Scale Bayesian Networks by Composition: Fault Diagnosis of Electrical Power Systems in Aircraft and Spacecraft, Proceedings of IJCAI-09 Workshop on Self-* and Autonomous Systems (SAS): Reasoning and Integration Challenges, 2009.
I. Roychoudhury, G. Biswas, and X. Koutsoukos, Distributed Diagnosis of Dynamic Systems Using Dynamic Bayesian Networks, Proceedings of the 20th International Workshop on Principles of Diagnosis, 2009.
P. Wysocki, V. Vashchenko, J. Celaya, S. Saha, K. Goebel, Effect of Electrostatic Discharge on Electrical Characteristics of Discrete Electronic Components (Technical Brief), Proceedings of Annual Conference of the PHM Society 2009, 2009.
J. Celaya, S. Saha, P. Wysocki, J. Ely, T. Nguyen, G. Szatkowski, S. Koppen, J. Mielnik, R. Vaughan, K. Goebel, Effects of Lightning Injection on Power-MOSFETs, Technical Brief, Proceedings of Annual Conference of the PHM Society 2009, 2009.
I. Roychoudhury, G. Biswas, and X. Koutsoukos, Efficient Estimation for Diagnosis Using Factored Dynamic Bayesian Networks, Proceedings of the 7th IFAC Symposium on Fault Detection, Supervision, and Safety of Technical Processes, 2009.
A. Saxena, J. Celaya, B. Saha, S. Saha, and K. Goebel, Evaluating Algorithmic Performance Metrics Tailored for Prognostics, Proceedings of IEEE Aerospace conference 2009, 2009.
E. Balaban, A. Saxena, K. Goebel, C. Byington, M. Watson, S. Bharadwaj, M. Smith, Experimental Data Collection and Modeling for Nominal and Fault Conditions on Electro-Mechanical Actuators, Proceedings of Annual Conference of the PHM Society 2009, 2009.
T. Kurtoglu, S. Narasimhan, S. Poll, D. Garcia, L. Kuhn, J. de Kleer, A. van Gemund, and A. Feldman, First International Diagnosis Competition – DXC’09, 20th International Workshop on Principles of Diagnosis (DX ’09), Stockholm, Sweden, 382-396, 2009.
M. Daigle, X. Koutsoukos, and G. Biswas, Improving Diagnosability of Hybrid Systems through Active Diagnosis, Proceedings of the 7th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, 217-222, 2009.
B. Ricks, O. Mengshoel, Methods for Probabilistic Fault Diagnosis: An Electrical Power System Case Study, Proceedings of Annual Conference of the PHM Society, 2009.
M. Daigle and K. Goebel, Model-based Prognostics with Fixed-lag Particle Filters, Proceedings of Annual Conference of the PHM Society 2009, 2009.
B. Saha, K. Goebel, Modeling Li-ion Battery Capacity Depletion in a Particle Filtering Framework, Proceedings of Annual Conference of the PHM Society 2009, 2009.
A. Saxena, J. Celaya, B. Saha, S. Saha, and K. Goebel, On Applying the Prognostic Performance Metrics, Proceedings of Annual Conference of the PHM Society 2009, 2009.
S. Saha, B. Saha, and K. Goebel, Power Management for A Distributed Wireless Health Management Architecture, Proceedings of Annual Conference of the PHM Society 2009, 2009.
J. Celaya, B. Saha, P. Wysocki, and K. Goebel, Prognostics for Electronics Components of Avionics Systems, Proceedings of IEEE Aerospace conference 2009, 2009.
T. Kurtoglu, D. Jensen, S. Poll, Systematic Benchmarking of Diagnostic Technologies for an Electrical Power System, IEEE Aerospace Conference, 2009.
B. W. Ricks, O. J. Mengshoel, The Diagnostic Challenge Competition: Probabilistic Techniques for Fault Diagnosis in Electrical Power Systems, Proceedings of International workshop on Principles of Diagnosis, 2009.
T. Kurtoglu, S. Narasimhan, S. Poll, D. Garcia, L. Kuhn, J. de Kleer, A. van Gemund, A. Feldman , Towards a Framework for Evaluating and Comparing Diagnosis Algorithms. , International Workshop on Principles of Diagnosis, (DX-09), 2009.
J. Celaya, N. Patil, S. Saha, P. Wysocki, and K. Goebel, Towards Accelerated Aging Methodologies and Health Management of Power MOSFETs, Proceedings of Annual Conference of the PHM Society 2009, 2009.
I. Roychoudhury, M. Daigle, G. Biswas and X. Koutsoukos, An Efficient Method for Simulating Complex Systems with Switching Behaviors Using Hybrid Bond Graphs, Simulation News Europe, Vol. 18, No. 3-4,, 5-13, 2008.
B. Saha, K. Goebel, and J. Christophersen, Comparison of Prognostic Algorithms for Estimating Remaining Useful Life of Batteries, Transactions of the Royal UK Institute on Measurement & Control, special issue on Intelligent Fault Diagnosis & Prognosis for Engineering Systems, pp. 293-308, 2008.
K. Goebel, B. Saha, A. Saxena, J. Celaya, and J. Christophersen, Prognostics in Battery Health Management, I&M Magazine, Vol. 11, No. 4, pp. 33-40, 2008.
O. Mengshoel, D. Goldberg, The Crowding Approach to Niching in Genetic Algorithms, Evolutionary Computation, vol.16, no.3, pp.315-354, 2008.
O. Mengshoel, Understanding the role of noise in stochastic local search: Analysis and experiments, Artificial Intelligence, vol.172, no.8-9, pp.955-990, 2008.
T. Kurtoglu, S. Johnson, E. Barszcz, J. Johnson, P. Robinson, Integrating System Health Management into Early Design of Aerospace Systems Using Functional Fault Analysis, IEEE Conference on Prognostics and Heath Management, PHM’08, 2008.
K. Goebel, B. Saha, and A. Saxena, A Comparison of Three Data-driven Techniques for Prognostics, Proceedings of MFPT 2008, 2008.
T. Kurtoglu, O.J. Mengshoel, S. Poll, A framework for systematic benchmarking of monitoring and diagnostic systems, Proceedings of International Conference on Prognostics and Health Management, 10.1109/PHM.2008.4711454, 2008.
A. Saxena, J. Celaya, E. Balaban, K. Goebel, B. Saha, S. Saha, and M. Schwabacher, A Survey of Metrics for Performance Evaluation of Prognostics, Proceedings of International Conference on Prognostics and Health Management 2008, 2008.
G. Sonnenfeld, J. Celaya, and K. Goebel, Accelerated Aging Platform for Prognostics of Power Electronics, Proceedings of IEEE AUTOTESTCON 2008, 2008.
M. Daigle, X. Koutsoukos, and G. Biswas, An Event-based Approach to Hybrid Systems Diagnosability, Proceedings of the 19th International Workshop on Principles of Diagnosis, 47-54, 2008.
M. Daigle, X. Koutsoukos, and G. Biswas, An Integrated Approach to Parametric and Discrete Fault Diagnosis in Hybrid Systems, Hybrid Systems: Computation and Control (HSCC 2008), Lecture Notes in Computer Science, vol. 4981, 614-617, 2008.
I. Roychoudhury, G. Biswas, and X. Koutsoukos, Comprehensive Diagnosis of Continuous Systems Using Dynamic Bayes Nets, Proceedings of the 19th Internatioal Workshop on Principles of Diagnosis, 2008.
O. Mengshoel, A. Darwiche, K. Cascio, M. Chavira, S. Poll, S. Uckun, Diagnosing Faults in Electrical Power Systems of Spacecraft and Aircraft, Proceedings of Innovative Applications of Artificial Intelligence Conference, pp.1699-1705, 2008.
S. Saha, B. Saha, and K. Goebel, Distributed Prognostics System Implementation on Wireless Embedded Devices, Proceedings of International Conference on Prognostics and Health Management 2008, 2008.
I. Roychoudhury, M. Daigle, G. Biswas, and X. Koutsoukos, Efficient Simulation of Hybrid Systems: An Application to Electrical Power Distribution Systems, Proceedings of the 22nd European Conference on Modeling and Simulation, 471-477, 2008.
O. Mengshoel, A. Darwiche, S. Uckun, Sensor Validation using Bayesian Networks, Proceedings of International Symposium on Artificial Intelligence, Robotics, and Automation in Space, 2008.
S. Uckun, P. Lucas, and K. Goebel, Standardizing Research Methods for Prognostics , Proceedings of International Conference on Prognostics and Health Management 2008, 2008.
B. Saha and K. Goebel, Uncertainty Management for Diagnostics and Prognostics of Batteries using Bayesian Techniques, Proceedings of IEEE Aerospace conference 2008, 10.1109/AERO.2008.4526631, 2008.
S. Narasimhan, O. Mengshoel, Using Bayesian networks for Candidate Generation in Consistency-based Diagnosis, Proceedings of International Workshop on Principles of Diagnosis, 2008.
S. Narasimhan and G. Biswas, Model-based Diagnosis of Hybrid Systems, IEEE Trans. on Systems, Man and Cybernetics, Part A, vol. 37, no. 3, 348-361, 2007.
M. Daigle, X. Koutsoukos, and G. Biswas, A Qualitative Approach to Multiple Fault Isolation in Continuous Systems, Proceedings of the Twenty-Second AAAI National Conference 2007, 293-298, 2007.
M. Schwabacher and K. Goebel, A Survey of Artificial Intelligence for Prognostics, Working Notes of 2007 AAAI Fall Symposium: AI for Prognostics, 2007.
S. Poll, A. Patterson-Hine, J. Camisa, D. Garcia, D. Hall, C. Lee, O. J. Mengshoel, C. Neukom, D. Nishikawa, J. Ossenfort, A. Sweet, S. Yentus, I. Roychoudhury, M. Daigle, G. Biswas, and X. Koutsoukos, Advanced Diagnostics and Prognostics Testbed, Proceedings of the 18th International Workshop on Principles of Diagnosis (DX-07), 2007.
B. Saha, K. Goebel, S. Poll, J. Christopherson, An Integrated Approach to Battery Health Monitoring using Bayesian Regression, Classification and State Estimation, Proceedings of AUTOTESTCON 2007, 2007.
S. Narasimhan, Automated Diagnosis of Physical Systems, International Conference on Accelerator and Large Experimental Physics Control Systems (ICALEPCS ’07), Knoxville, Tennessee, USA, 701-705, 2007.
B. Saha and K. Goebel, Comparison of Relevance Vector Machines with Particle Filters for Prognostics, Working Notes of 2007 AAAI Fall Symposium: AI for Prognostics, 2007.
O. Mengshoel, Designing Resource-Bounded Reasoners using Bayesian Networks: System Health Monitoring and Diagnosis, Proceedings of International Workshop on Principles of Diagnosis, pp.330-337, 2007.
M. Daigle, X. Koutsoukos, and G. Biswas, Discrete Event Approach to Diagnosis of Continuous Systems, Proceedings of the 18th International Workshop on Principles of Diagnosis, 259-266, 2007.
S. Poll, A. Patterson-Hine, J. Camisa, D. Nishikawa, L. Spirkovska, D. Garcia, D. Hall, C. Neukom, A. Sweet, S. Yentus, C. Lee, J. Ossenfort, O. Mengshoel, I. Roychoudhury, M. Daigle, G. Biswas, X. Koutsoukos, R. Lutz, Evaluation, Selection, and Application of Model-based Diagnosis Tools and Approaches, Proceedings of AIAA Infotech@Aerospace 2007, 2007.
M. Daigle, X. Koutsoukos, and G. Biswas, Fault Diagnosis of Continuous Systems Using Discrete-Event Methods, Proceedings of the 46th IEEE Conference on Decision and Control, 2626-2632, 2007.
S. Narasimhan, L. Brownston, HyDE – A General Framework for Stochastic and Hybrid Model-based Diagnosis, 18th International Workshop on Principles of Diagnosis (DX ’07), Nashville, USA, 162-169, 2007.
O. Mengshoel, Macroscopic Models of Clique Tree Growth for Bayesian Networks, Proceedings of National Conference on Artificial Intelligence, pp.1256-1262, 2007.
E. Balaban, H. Cannon, S. Narasimhan, and L. Brownston, Model-Based Fault Detection and Diagnosis System for NASA Mars Subsurface Drill Prototype, IEEE Aerospace Conference, Big Sky, Montana, 1-13, 2007.
M. Daigle, X. Koutsoukos, and G. Biswas, On Discrete Event Diagnosis Methods for Continuous Systems, Proceedings of the 15th IEEE Mediterranean Conference on Control and Automation, 2007.


Publications with NASA Co-Authors
S. Galan, O. Mengshoel, Constraint Handling Using Tournament Selection: Abductive Inference in Partly Deterministic Bayesian Network, Evolutionary Computation, vol.17, no.1, pp.55-88, 2009
N. Patil, J. Celaya, D. Das, K. Goebel, and M. Pecht, Precursor Parameter Identification for IGBT Prognostics, IEEE Transactions on Reliability, Volume 58, Issue 2, June 2009, pp. 271-276 , 2009
M. Orchard, L. Tang, K. Goebel, and G. Vachtsevanos, A Novel RSPF Approach to Prediction of High-Risk, Low-Probability Failure Events, Proceedings of Annual Conference of the PHM Society 2009, 2009
G. Swerdon, M. Watson, S. Bharadwaj, C. Byington, M. Smith, K. Goebel, and E. Balaban, A Systems Engineering Approach to Electro-Mechanical Actuator and Prognostic Development, Proceedings of MFPT 2009, 2009
C. Goodrich, S. Narasimhan, M. Daigle, W. Hatfield, R. Johnson, and B. Brown., Applying Model-based Diagnosis to a Rapid Propellant Loading System, 20th International Workshop on Principles of Diagnosis (DX ’09), Stockholm, Sweden, 147-154, 2009
W. Knox, O. Mengshoel, Diagnosis and Reconfiguration using Bayesian Networks: An Electrical Power System Case Study, Proceedings of IJCAI-09 Workshop on Self-* and Autonomous Systems (SAS): Reasoning and Integration Challenges, 2009
X. Guan, Y. Liu, A. Saxena, J. Celaya, K. Goebel, Entropy-based Probabilistic Fatigue Damage Prognosis and Algorithmic Performance Comparison, Proceedings of Annual Conference of the PHM Society 2009, 2009
J. DeCastro. L. Tang, K. Loparo, K. Goebel, G. Vachtsevanos, Exact Nonlinear Filtering and Prediction in Process Model-Based Prognostics, Proceedings of Annual Conference of the PHM Society 2009, 2009
P. Lall, R. Lowe, J. Suhling, K. Goebel, Leading Indicators Based on Impedance Spectroscopy for Prognostication of Electronics under Shock and Vibration Loads, Proceedings of INTERPACK 2009, IPACK2009-89308, 2009
P. Lall, V. More, R. Vaidya, J. Suhling, K. Goebel, Leading Indicators of Damage for Prognostication of Leadfree Electronics Subjected to Multiple Thermo-Mechanical Environments, Proceedings of ICME 2009, IMECE2009-12496, 2009
L. Tang, G. Kacprzynski, K. Goebel, and G. Vachtsevanos, Methodologies for Uncertainty Management in Prognostics, Proceedings of IEEE Aerospace conference 2009, 2009
P. Lall, R. Lowe, J. Suhling, K. Goebel, Prognostication based on Resistance-Spectroscopy for High Reliability Electronics Under Shock-Impact, Proceedings of ICME 2009, IMECE2009-13351, 2009
P. Lall, V. More, R. Vaidya, and K. Goebel, Prognostication of Latent Damage and Residual Life in Leadfree Electroncis Subjected to Multiple Thermal-Environments, Proceedings of ECTC 2009, 2009
D. Brown, G. Georgoulas, B. Bole, H.-L. Pei, M. Orchard, L. Tang, B. Saha, A. Saxena, K. Goebel, and G. Vachtsevanos, Prognostics Enhanced Reconfigurable Control of Electro-Mechanical Actuators, Proceedings of Annual Conference of the PHM Society 2009, 2009
P. Lall, R. Vaidya, V. More, J. Suhling, K. Goebel, Remaining Useful-Life Based on Damage Pre-Cursors for Leadfree Electronics Subjected to Multiple Thermal Environments, Proceedings of INTERPACK 2009, IPACK2009-89299, 2009
P. Lall, R. Lowe, K. Goebel, Resistance-Spectroscopy Based Condition Monitoring for Prognostication of High Reliability Electronics under Shock-Impact, Proceedings of ECTC 2009, 2009
K. Pipatsrisawat, A. Darwiche, O. J. Mengshoel, J. Schumann, Software Health Management: A Short Review of Challenges and Existing Techniques, Proceedings of International Workshop on Software Health Management, 2009
M. Smith, C. Byington, M. Wattson, S. Bharadwaj, G. Swerdon, K. Koebel, and E. Balaban, Synergistic Experimental and Analytical Development of a Prognostic Health Management System for Electro-Mechanical Actuators, Proceedings of IEEE Aerospace conference 2009, 2009
M. Orchard, G. Kacprzynski, K. Goebel, B. Saha, and G. Vachtsevanos, Advances in Uncertainty Representation and Management for Particle Filtering Applied to Prognostics, Proceedings of International Conference on Prognostics and Health Management 2008, 2008
C. Laughman, R. LaFoy, W. Wichakool, P. Armstrong, S. Leeb, L. Norford, J. Rodriguez, K. Goebel, Ann Patterson−Hine, N. Lupton, Electrical and Mechanical Methods for Detecting Liquid Slugging in Reciprocating Compressors, Proceedings of International Compressor Engineering Conference at Purdue, July 14-17, 2008, 1437, 2008
N. Patil, D. Das, K. Goebel, and M. Pecht, Failure Precursors for Insulated Gate Bipolar Transistors (IGBTs), Proceedings of International Conference on Prognostics and Health Management 2008, 2008
N. Patil, D. Das, K. Goebel, and M. Pecht, Identification of Failure Precursor Parameters for Insulated Gate Bipolar Transistors (IGBTs), Proceedings of International Seminar on Power Semiconductors (ISPS) 2008, 2008
P. Lall, C. Bhat, M. Hande, V. More, R. Vaidya, J. Suhling, R. Pandher, K. Goebel, Interrogation of System State for Damage Assessment in Lead-free Electronics Subjected to Thermo-Mechanical Loads, Proceedings of 58th ECTC, pp. 918-929, 2008
P. Lall, C. Bhat, M. Hande, V. More, R. Vaidya, J. Suhling, R. Pandher, K. Goebel, Latent Damage Assessent and Prognostication of Residual Life in Airborne Lead-Free Electronics Under Thermo-Mechanical Loads, Proceedings of International Conference on Prognostics and Health Management 2008, 2008
A. Ginart. M. Roemer, P. Kalgren, and K. Goebel, Modeling and Analysis of Aging of IGBTs in Power Drives by Ringing Characterization, Proceedings of International Conference on Prognostics and Health Management 2008, 2008
L. Tang, G. Kacprzynski, M. Orchard, K. Goebel, A. Saxena, and B. Saha, Prognostics-enhanced Automated Contingency Management for Advanced Autonomous Systems, Proceedings of International Conference on Prognostics and Health Management 2008, 2008
A. Khalak and K. Goebel, Real-time Probabilistic Forecasting of Wear Degradation using a Macro-scale Physical Model, Proceedings of IEEE Aerospace conference 2008, 10.1109/AERO.2008.4526628, 2008
A. Khalak and K. Goebel, Health-Management Driven Control Reconfiguration Approach for Flight Vehicles, Working Notes of 2007 AAAI Fall Symposium: AI for Prognostics, 2007
L. Tang, G. Kacprzynski, M. Orchard, A. Saxena, K. Goebel, and B. Saha, Prognostics in the Control Loop, Working Notes of 2007 AAAI Fall Symposium: AI for Prognostics, 2007
H. Park, A. Barrett, E. Baumann, M. Grage, S. Narasimhan, Modular Architecture for Hybrid Diagnostic Reasoners, 2nd IEEE International Conference on Space Mission Challenges for Information Technology (SMC-IT'06), Pasadena, CA, 277-284, 2006

Members

Group Lead
Scott Poll

Lead Scientist
Jose Celaya

Group Members
Edward Balaban
Brian Bole
Matt Daigle
Susan Frost
George Gorospe
Chetan Kulkarni
Sriram Narasimhan
David Nishikawa
Indranil Roychoudhury
Kristin Rozier
Abhinav Saxena
Shankar Sankararaman
Adam Sweet
Chris Teubert

Collaborations
Auburn University
Clarkson University
Dell
Georgia Tech
Global Technology
Idaho National Lab
Impact Technologies
Iowa State University
ISO
JPL/Caltech
Montana Tech
Moog
Penn State ARL
Qualtech Systems, Inc.
Ridgetop
Scientific Monitoring, Inc.
Sentient Corporation
Stanford University
Syracuse University
UCLA
University of Connecticut
USAF
University of Maryland
Vanderbilt University

Alumni
Chris Bond
Jonny da Silva
Bhaskar Saha
Ole Mengshoel
David Garcia
Tolga Kurtoglu
Peter Liu
Greg Sonnenfeld
Sankalita Saha

Current Interns

Fomer Interns
Reem Ketait
Omer Ayubi
Kamal Al Mazam
Mona Fahimi
Hahna Alexander
-Carnegie Mellon
Prasun Bansal
-Stanford
Mark Barycza
-Santa Clara U.
Joe Calderon
-San Jose State Gilbert Castillo
-Florida Inst. of Tech.
Derek Chen
-San Jose State
Julian Corona
-Notre Dame
George Gorospe
-U. of New Mexico
Craig Harrison -U. of Maine
Steve Hine -UC Santa Barbara
Patrick Ho
-U. of Virginia
Eric Kato
-Purdue
Anish Kumar
-San Jose State
Cyril Lan
-MIT
Iris Lee
-San Jose State
Alexander Mentch
-Washington U. (St. Louis)
Jeremy Nelson
-UC Riverside
Shompa Mahiuddin
-San Jose State
Nicholas Myers
-MIT
Nishad Patil
-U. of Maryland
Godohaldo Perez
-U. of Puerto Rico
Brian Ricks
-U. of Texas, Dallas
Indranil RoyChoudhury
-Vanderbilt
Jeffrey Spraker
-CalTech
Christian Talmage
-Dartmouth
Roseleigh Taylor
-MIT
Trevor Tetzlaff
-San Francisco State
Caroline Uriarte
-Col. School of Mines
Gayathri Varadarajan
-Arizona State
Stephanie Wright
-Vanderbilt
Justin Yu
-Cornell
Yuliya Zabiyaka
-UCLA

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