Publications

My primary research interests are:

  • Hardware and AI-Enabled Security in IoT
  • Generative AI for Hardware Design and Security
  • Neuromorphic and Biologically-Inspired AI Hardware
  • Energy-Efficient and Intelligent Signal Conversion and Processing in IoT
  • Reconfigurable and Adaptive Computer Architectures
  • Low-Power and Reliability-Aware VLSI Circuits
  • Emerging Spin-Based Devices
  • Digital Twins and Mixed Reality for Workforce Training and Development
  • Generative AI for Personalized Education

Selected Research Projects

Ongoing: Researching novel and effective approaches for securing the Internet of Things (IoT) Supply Chain vulnerabilities

  • Trojan Resilience Untrusted Cell Library Analysis, Detection, and Mitigation.
  • Investigate security vulnerabilities within the IoT supply chain and demonstrate the innovative use of supervised and unsupervised AI approaches to detect and prevent attacks on the IoT hardware supply chain.
  • Investigate possible hardware trojan insertion, firmware attack, and counterfeit component attack on Printed Circuit Boards (PCBs) within the IoT supply chain.
  • Developing security tools for static and dynamic firmware analysis and fuzzing.
  • Developing novel and effective data-driven automated frameworks for hardware weakness and vulnerability prediction, detection, and mitigation recommendations utilizing Machine Learning, Natural Language Processing, and Large Language Models.
  • Developing secure In-Memory Computing hardware accelerators.
  • Developing Neuromorphic Computing accelerators for hardware security.
  • Investigate security vulnerabilities that exist within the Autonomous Vehicles’ hardware.

Please find my Google Scholar profile HERE

Please find my Research Gate profile HERE

A. Book Chapters

  1. K. I. Gubbi, B. Saber Latibari, S. Rafatirad, A. Sasan, S. Salehi, and H. Homayoun, “Machine Learning Techniques for Detecting Hardware Trojans in ASIC Designs,” Book Chapter in Advances in Hardware Design for Security and Trust, CRC Press Taylor & Francis Group, Accepted and in press, 2025.
    [PDF]
  2. Y.-Z. Lin, K. Patel, A. H. J. Alhamadah, B. P.-J.Shih, M. W.Redondo, D. R. V. Corona, B. Saber Latibari, J. Pacheco, S. Salehi, and P. Satam, “PRISM: A Personalized, Rapid, and Immersive Skill Mastery Framework for Personalizing Experiential Learning Through Generative AI,” Book Chapter in Generative AI in Higher Education Assessment – Theory, Practice, and Ethical Implications, Springer, Accepted and in press, 2025.
    [PDF]

B. Journal Publications (Total of 17 Journal Publications)

i. Technical Manuscripts:

  1. Y.-Z. Lin, Q. Shi, Z. Yang, B. Saber Latibari, S. Satam, S. Salehi, and P. Satam, “DDD-GenDT: Dynamic Data-driven Generative Digital Twin Framework,” in IEEE Transactions on Artificial Intelligence (TAI), September 2025.
    [PDF]
  2. A. Yousseef, Y.-Z. Lin, S. Satam, B. Saber Latibari, J. Pacheco, S. Salehi, S. Hariri, and P. Satam, “Autonomous Vehicle Security: Hybrid Threat Modeling Approach,” in IEEE Open Journal of Vehicular Technology, June 2025.
    [PDF]
  3. A. Asmita, R. Tsang, S. Ghimire, S. Salehi, and H. Homayoun, “Bare-Metal Firmware Fuzzing: A Survey of Techniques and Approaches,” IEEE Access, June 2025.
    [PDF]
  4. S. Ghimire, Y. Lin, M. Mamun, M. A. Chowdhury, F. Alemi, S. Cai, J. Guo, M. Zhu, H. Li, B. Saber Latibari, S. Rafatirad, P. Satam, and S. Salehi, “HWREx: AI-enabled Hardware Weakness and Risk Exploration and Storytelling Framework with LLM-assisted Mitigation Suggestion,” ACM Transactions on Design Automation of Electronic Systems (TODAES), May 2025.
    Special Issue: Large Language Models for Electronic System Design Automation
    [PDF]
  5. B. Saber Latibari, N. Nazari, M. A. Chowdhury, K. I. Gubbi, C. Fang, S. Ghimire, E. Hosseini, H. Sayadi, H. Homayoun, S. Salehi, and A. Sasan, “Transformers: A Security Perspective,” IEEE Access, 2024.
    [PDF]
  6. M. A. Chowdhury, M. Hossain, C. Mastrangelo, R. F. DeMara, and S. Salehi, “S-Tune: SOT-MTJ Manufacturing Parameters Tuning for Securing the Next Generation of Computing,” Frontiers in Electronics, 2024.
    Special Issue on “Spintronics Devices for Computing in a Beyond-CMOS era”
    [PDF]
  7. K. I. Gubbi, B. Saber Latibari, M. A. Chowdhury, A. Jalilzadeh, E. Yazdandoost Hamedani, S. Rafatirad, A. Sasan, H. Homayoun, and S. Salehi, “Optimized and Automated Secure IC Design Flow: A Defense-in-Depth Approach,” IEEE Transactions on Circuits and Systems I: Regular Papers (TCAS-I), 2024.
    Special Issue on “Learning, Optimization, and Implementation for Circuits and Systems Driven by Artificial Intelligence”
    [PDF]
  8. K. I. Gubbi, B. Saber Latibari, A. Srikanth, T. Sheaves, S. A. Beheshti-Shirazi, S. Manoj P. D., S. Rafatirad, A. Sasan, H. Homayoun, and S. Salehi, “Hardware Trojan Detection using Machine Learning: A Tutorial,” ACM Transactions on Embedded Computing Systems, 2023.
    [PDF]
  9. S. Salehi, and R. F. DeMara, “Adaptive Non-Uniform Compressive Sensing using SOT-MRAM Multibit Crossbar Arrays,“ IEEE Transactions on Nanotechnology (TNANO), vol. 20, pp. 224-228, 2021.
    [PDF]
  10. S. Salehi, and R. F. DeMara, “SLIM-ADC: Spin-based Logic-In-Memory Analog to Digital Converter Leveraging SHE-enabled Domain Wall Motion Devices,” Microelectronics Journal, vol. 81, pp. 137-143, 2018.
    Special Issue on “Spintronic Integrated Circuits and New Architectures for Low Power Electronics”
    [PDF]
  11. S. Salehi, M. Boloursaz Mashhadi, A. Zaeemzadeh, N. Rahnavard, and R. F. DeMara, “Energy-Aware Adaptive Rate and Resolution Sampling of Spectrally Sparse Signals Leveraging VCMA-MTJ Devices,” IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), vol. 8, no. 4, pp. 679-692, 2018.
    Special Issue on “Energy-Quality Scalable Circuits and Systems”
    [PDF]
  12. S. Salehi, N. Khoshavi, R. Zand, and R. F. DeMara, “Self-Organized Sub-bank SHE-MRAM-based LLC: an Energy-Efficient and Variation-Immune Read and Write Architecture,” Integration, The VLSI Journal, vol. 65, pp. 293-307, 2019.
    Special Issue on “International Symposium on Quality Electronic Design (ISQED) 2017”
    [PDF]
  13. S. Salehi, N. Khoshavi, and R. F. DeMara, “Mitigating Process Variability for Non-Volatile Cache Resilience and Yield,” IEEE Transactions on Emerging Topics in Computing (TETC), vol. 8, no. 3, pp. 724-737, July-Sept. 2020.
    Special Issue on “Reliability-aware Design and Analysis Methods for Digital Systems: from Gate to System Level”
    [PDF]
  14. S. Salehi, D. Fan, and R. F. DeMara, “Survey of STT-MRAM Cell Design Strategies: Taxonomy and Sense Amplifier Tradeoffs for Resiliency,” ACM Journal on Emerging Technologies in Computing Systems (JETC), vol. 13, no. 3, pp. 1-16, 2017.
    [PDF]
  15. R. Zand, A. Roohi, S. Salehi, and R. F. DeMara, “Scalable Adaptive Spintronic Reconfigurable Logic using Area-Matched MTJ Design,” IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS-II), vol. 63, no. 7, pp. 678-682, 2016.
    [PDF]

ii. STEM Educational Manuscripts:

  1. R. F. DeMara, S. Salehi, R. Hartshorne, B. Chen, and E. Saqr, “Observable, Traceable, Autograded Computer-Mediated Collaborative Learning,” Journal of Interactive Learning Research (JILR), vol. 30, no. 3, September 2019.
    [PDF]
  2. B. Chen, R. F. DeMara, S. Salehi, and R. Hartshorne, “Elevating Learner Engagement and Outcomes using In-Situ Online Formative Assessment in the Engineering Laboratory: A Viable Alternative to Weekly Lab Reports,” IEEE Transactions on Education, vol. 61, no. 1, pp. 1-10, February 2018.
    [PDF]

C. Conference Publications (Total of 50 Conference Proceedings Publications)

i. Technical Manuscripts:

  1. Y.-Z. Lin, S. Ghimire, A. Nandimandalam, J. M. Camacho, V. Pugazhenthi, U. Tripathi, R. Macawan, S. Shao, S. Rafatirad, R. Yasaei, P. Satam, and S. Salehi, “LLM-HyPZ: Hardware Vulnerability Discovery using an LLM-Assisted Hybrid Platform for Zero-Shot Knowledge Extraction and Refinement,” in Proceedings of IEEE International Conference on Data Mining (ICDM), Washington D.C., November 12-15, 2025.
    [PDF]
  2. A. Asmita, G. Bandodkar, S. Ghimire, S. Srivastav, S. Salehi, and H. Homayoun, “LLM4MCU-Onto: Leveraging LLMs for Automated Ontology Generation from Microcontroller Reference Manual,” in Proceedings of IEEE International Conference on Computer Design (ICCD), Dallas, Texas, November 10-12, 2025.
    [PDF]
  3. V. Pugazhenthi, M. A. Chowdhury, S. Ghimire, H. K. Dharavath, B. Saber Latibari, and S. Salehi, “Power Side-Channel Leakage Assessment of FPGA-Based Spiking Neural Networks,” in Proceedings of IEEE Midwest Symposium on Circuits and Systems (MWSCAS), Lansing, Michigan, August 10-13, 2025.
    [PDF]
  4. B. Saber Latibari, N. Nazari, A. Sasan, H. Homayoun, P. Satam, S. Salehi, and H. Sayadi, “Transformers for Secure Hardware Systems: Applications, Challenges, and Outlook,” in Proceedings of ACM Great Lake Symposium on VLSI (GLSVLSI), New Orleans, Louisiana, June 30 – July 2, 2025.
    [PDF]
  5. S. Fehlings, M. A. Chowdhury, B. Saber Latibari, S. Salehi, and E. Covi, “Reliability of Capacitive Read in Arrays of Ferroelectric Capacitors,” in Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS), London, U.K., May 25-28, 2024.
    [PDF]
  6. A. Alhamadah, M. Mamun, H. Harms, M. Redondo, Y.-Z. Lin, J. Pacheco, S. Salehi, and P. Satam, “Photogrammetry for Digital Twinning Industry 4.0 (I4) Systems,” in Proceedings of ACS/IEEE International Conference on Computer Systems and Applications (AICCSA), Sousse, Tunisia, October 22-26, 2024.
    [PDF]
  7. R. Tsang, Asmita, D. Joseph, S. Salehi, P. Mohapatra, and H. Homayoun, “FFXE: Dynamic Control Flow Graph Recovery for Embedded Firmware Binaries,” in Proceedings of USENIX Security Symposium, Philadelphia, PA, August 14-16, 2024.
    [PDF]
  8. B. Saber Latibari, S. Salehi, H. Homayoun, and A. Sasan, “IRET: Incremental Resolution Enhancing Transformer,” in Proceedings of ACM Great Lake Symposium on VLSI (GLSVLSI’24), Tampa, Florida, June 12-14, 2024.
    [PDF]
  9. B. Saber Latibari, S. Ghimire, M. A. Chowdhury, N. Nazari, K. I. Gubbi, A. Sasan, H. Homayoun, and S. Salehi, “Automated Hardware Logic Obfuscation Framework Using GPT,” in Proceedings of IEEE Dallas Circuits and Systems Conference (DCAS’24), Dallas, TX, April 19-21, 2024.
    [PDF]
  10. N. Nazari, K. I. Gubbi, B. Saber Latibari, M. A. Chowdhury, C. Fang, A. Sasan, S. Rafatirad, H. Homayoun, and S. Salehi, “Securing On-Chip Learning: Navigating Vulnerabilities and Potential Safeguards in Spiking Neural Network Architectures,” in Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS’24), Singapore, May 19-22, 2024.
    [PDF]
  11. M. Hossain, M. A. Chowdhury, R. F. DeMara, and S. Salehi, “Sensitivity Analysis of SOT-MTJs to Manufacturing Process Variation: A Hardware Security Perspective,” in Proceedings of IEEE International Symposium on Quality Electronics Design (ISQED’24), San Francisco, CA, April 3-5, 2024.
    [PDF]
  12. M. Wali Ur Rahman, M. Mehrab Abrar, H. G. Copening, S. Hariri, S. Shao, P. Satam, S. Salehi, “Quantized Transformer Language Model Implementations on Edge Devices,” in Proceedings of IEEE International Conference on Machine Learning and Applications (ICMLA’23), Jacksonville, FL, December 15-17, 2023.
    [PDF]
  13. S. Kulkarni, R. Tsang, A. Asmita, H. Homayoun, and S. Salehi, “Leveraging Firmware Reverse Engineering for Stealthy Sensor Attacks via Binary Modification,” in Proceedings of IEEE International Conference on Computer Design (ICCD’23), Washington, D.C., November 6-8, 2023.
    [PDF]
  14. K. I. Gubbi, I. Kaur, A. Hashem, S. Manoj P. D., H. Homayoun, A. Sasan, and S. Salehi, “Securing AI Hardware: Challenges in Detecting and Mitigating Hardware Trojans in ML Accelerators,” in Proceedings of IEEE Midwest Symposium on Circuits and Systems (MWSCAS’23), Phoenix, AZ, August 6-9, 2023.
    [PDF]
  15. M. M. Lopez, S. Shao, S. Hariri, and S. Salehi, “Machine Learning for Intrusion Detection: Stream Classification Guided by Clustering for Sustainable Security in IoT,” in Proceedings of ACM Great Lakes Symposium on VLSI (GLSVLSI’23), Knoxville, TN, June 5-7, 2023.
    [PDF]
  16. M. Hossain, A. Tatulian, H. Reddy Thummala, R. F. DeMara, and S. Salehi, “Energy-/Area-Efficient Spintronic ANN-based Digit Recognition via Progressive Modular Redundancy,” in Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS’23), Monetary, CA, May 21-25, 2023.
    [PDF]
  17. R. Hassan, C. Bandi, M. Tsai, S. Golchin, S. Manoj P. D., S. Rafatirad, and S. Salehi, “Automated Supervised Topic Modeling Framework for Hardware Weaknesses,” in Proceedings of IEEE International Symposium on Quality Electronic Design (ISQED’23), San Francisco, CA, USA, April 5-7, 2023.
    [PDF]
  18. K. I. Gubbi, S. A. Beheshti-Shirazi, T. Sheaves, S. Salehi, S. Manoj P. D., S. Rafatirad, A. Sasan, and H. Homayoun, “Survey of Machine Learning for Electronic Design Automation,” in Proceedings of ACM Great Lakes Symposium on VLSI (GLSVLSI’22), Orange County, CA, June 6-8, 2022.
    [PDF]
  19. S. Salehi, T. Sheaves, K. I. Gubbi, S. A. Beheshti-Shirazi, S. Manoj P. D., S. Rafatirad, A. Sasan, T. Mohsenin, and H. Homayoun, “Neuromorphic-Enabled Security for IoT,” in Proceedings of IEEE International New Circuits and Systems Conference (NEWCAS’22), Quebec, Canada, June 19-22, 2022.
    [PDF]
  20. G. Kolhe, T. Sheaves, K. I. Gubbi, S. Salehi, S. Manoj P. D., S. Rafatirad, A. Sasan, and H. Homayoun, “LOCK & ROLL: Deep-Learning Power Side-Channel Attack Mitigation using Emerging Reconfigurable Devices and Logic Locking,” in Proceedings of IEEE/ACM Design Automation Conference (DAC’22), San Francisco, CA, July 10-14, 2022.
    [PDF]
  21. R. Tsang, D. Joseph, A. Asmita, S. Salehi, N. Carreon, P. Mohapatra, and H. Homayoun, “FANDEMIC: Firmware Attack Construction and Deployment on Power Management Integrated Circuit and Impacts on IoT Applications,” in Proceedings of Network and Distributed System Security Symposium (NDSS), San Diego, CA, February 27-March 3, 2022.
    [PDF]
  22. M. Hossain, S. Salehi, D. Mulvaney, and R. F. DeMara, “Embedded STT-MRAM Energy Analysis for Intermittent Applications Using Mean Standby Duration,” in Proceedings of IEEE International Conference on Electronics, Circuits and Systems (ICECS’21), Dubai, UAE, November 28-December 1, 2021.
    [PDF]
  23. H. Wang, S. Salehi, H. Sayadi, A. Sasan, T. Mohsenin, S. Manoj P. D., S. Rafatirad, and H. Homayoun, “Evaluation of Machine Learning-based Detection against Side-Channel Attacks on Autonomous Vehicle,” in Proceedings of IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS’21), Virtual, June 6-9, 2021.
    [PDF]
  24. G. Kolhe, S. Salehi, T. Sheaves, S. Manoj P. D., S. Rafatirad, A. Sasan, and H. Homayoun, “Securing Hardware via Dynamic Obfuscation Utilizing Reconfigurable Interconnect and Logic Blocks,” in Proceedings of ACM Design Automation Conference (DAC’21), San Francisco, CA, USA, July 11-15, 2021.
    [PDF]
  25. C. Bandi, S. Salehi, R. Hassan, S. Manoj P. D., H. Homayoun, and S. Rafatirad, “Ontology-Driven Framework for Trend Analysis of Vulnerabilities and Impacts in IoT Hardware,” in Proceedings of IEEE International Conference on Semantic Computing (ICSC’21), Laguna Hills, CA, USA, Virtual, January 27-29, 2021.
    [PDF]
  26. A. Tatulian, S. Salehi, and R. F. DeMara, “Mixed-Signal Spin/Charge Reconfigurable Array for Energy-Aware Compressive Signal Processing,” in Proceedings of IEEE International Conference on Reconfigurable Computing and FPGAs (ReConfig’19), Cancun, Mexico, December 9-11, 2019.
    [PDF]
  27. G. Camero, S. Salehi, and R. F. DeMara, “A Spin-based Analog to Digital Converter Interactive Simulation Framework,” in Proceedings of IEEE International Conference on Reconfigurable Computing and FPGAs (ReConfig’19), Cancun, Mexico, December 9-11, 2019.
    [PDF]
  28. S. Sheikhfaal, Steven D. Pyle, S. Salehi, and R. F. DeMara, “An Ultra-Low-Power Spintronic Stochastic Spiking Neuron with Self-Adaptive Discrete Sampling,” in Proceedings of IEEE International Midwest Symposium on Circuits and Systems (MWSCAS’19), Dallas, TX, USA, August 4-7, 2019.
    [PDF]
  29. S. Salehi, A. Zaeemzadeh, A. Tatulian, N. Rahnavard, and R. F. DeMara, “MRAM-based Stochastic Oscillators for Adaptive Non-Uniform Sampling of Sparse Signals in IoT Applications,” in Proceedings of IEEE Computer Society Annual Symposium on VLSI (ISVLSI’19), Miami, FL, USA, July 15-17, 2019.
    [PDF]
  30. S. Salehi, R. Zand, A. Zaeemzadeh, N. Rahnavard, and R. F. DeMara, “AQuRate: MRAM-based Stochastic Oscillator for Adaptive Quantization Rate Sampling of Sparse Signals,” in Proceedings of ACM Great Lake Symposium on VLSI (GLSVLSI’19), Tysons Corner, VA, USA, May 9-11, 2019.
    Best Poster of The Conference Award Winner
    [PDF]
  31. S. Salehi, R. Zand, and R. F. DeMara, “Clockless Spin-based Look-Up Tables with Wide Read Margin,” in Proceedings of ACM Great Lake Symposium on VLSI (GLSVLSI’19), Tysons Corner, VA, USA, May 9-11, 2019.
    [PDF]
  32. S. Salehi, and R. F. DeMara, “BGIM: Bit-Grained Instant-on Memory Cell for Sleep Power Critical Mobile Applications,” in Proceedings of IEEE International Conference on Computer Design (ICCD’18), Orlando, FL, USA, October 7-10, 2018.
    [PDF]
  33. S. Salehi, and R. F. DeMara, “Process Variation Immune and Energy Aware Sense Amplifiers for Resistive Non-Volatile Memories,” in Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS’17), Baltimore, MD, USA, May 28-31, 2017.
    [PDF]
  34. N. Khoshavi, S. Salehi, and R. F. DeMara, “Variation-Immune Resistive Non-Volatile Memory using Self-Organized Sub-Bank Circuit Designs,” in Proceedings of IEEE International Symposium on Quality Electronic Design (ISQED’17), Santa Clara, CA, USA, March 13-15, 2017.
    Best Paper of the Session and Best Paper of The Conference Award Nominee – Top 10%
    [PDF]
  35. S. Salehi, and R. F. DeMara, “Energy and Area Analysis of a Floating-Point Unit in 15nm CMOS Process Technology,” in Proceedings of IEEE SoutheastCon (SECon’15), Fort Lauderdale, FL, USA, April 9-12, 2015.
    [PDF]
  36. R. A. Ashraf, A. Al-Zahrani, N. Khoshavi, R. Zand, S. Salehi, A. Roohi, M. Lin, and R. F. DeMara, “Reactive Rejuvenation of CMOS Logic Paths using Self-Activating Voltage Domains,” in Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS’15), Lisbon, Portugal, May 24-27, 2015.
    [PDF]
  37. P. Soleiman, S. Salehi, M. Mahmoudi, M. Ghavami, H. Moradi, and H. Pouretemad, “RoboParrot: A Robotic Platform for Human Robot Interaction, Case of Autistic Children,” in Proceedings of IEEE International Conference on Robotics and Mechatronics (ICRoM’14), Tehran, Iran, October 15-17, 2014.
    [PDF]

ii. STEM Educational Manuscripts:

  1. K. Patel, Y.-Z. Lin, G. Raul, B. P.-J. Shih, M. W. Redondo, B. Sabet Latibari, S. Salehi, and P. Satam, “Integrating Generative AI Into Cybersecurity Education: a Study of OCR and Multimodal LLM-Assisted Instruction,” in Proceedings of IEEE Frontiers in Education (FIE’25), Nashville, Tennessee, November 2-5, 2025.
    [PDF]
  2. G. Raul, Y.-Z. Lin, K. Patel, M. W. Redondo, B. Saber Latibari, S. Salehi, and P. Satam, “RAG-PRISM: A Personalized, Rapid, and Immersive Skill Mastery Framework with Adaptive Retrieval-Augmented Tutoring,” in Proceedings of IEEE Frontiers in Education (FIE’25), Nashville, Tennessee, November 2-5, 2025.
    [PDF]
  3. Y.-Z. Lin, K. Patel, A. H. Alhamadah, S. Ghimire, M. W. Redondo, D. R. Vidal Corona, J. Pacheco, S. Salehi, and P. Satam, “Personalized Education with Generative AI and Digital Twins: VR, RAG, and Zero-Shot Sentiment Analysis for Industry 4.0 Workforce Development,” in Proceedings of American Society of Engineering Education National Annual Conference (ASEE’25), Montreal, Canada, June 22-25, 2025.
    [PDF]
  4. S. Ghimire, M. Chowdhury, R. Tsang, R. Yarnell, E. Heckert, J. Carpenter, Y. Lin, M. Mamun, R. F. DeMara, S. Rafatirad, P. Satam, and S. Salehi, “Interactive Framework for Cybersecurity Education and Future Workforce Development,” in Proceedings of IEEE Frontiers in Education Conference (FIE’24), Washington, D.C., October 13-16, 2024.
    [PDF]
  5. R. C. Yarnell, M. Hossain, R. Graterol, A. Pindoria, S. Ghimire, M. A. Chowdhury, S. Salehi, Y. Bai, and R. F. DeMara “Educational Tool-spaces for Convolutional Neural Network FPGA Design Space Exploration Using High-Level Synthesis,” in Proceedings of ACM Great Lake Symposium on VLSI (GLSVLSI’24), Tampa, Florida, June 12-14, 2024.
    [PDF]
  6. P. Satam, C. Philipp, S. Shao, S. Salehi, “CPS-TR: An Online Training Platform to Address Fourth Industrial Revolution Workforce Needs,” in Proceedings of IEEE Integrated STEM Education Conference (ISEC’23), Laurel, Maryland, March 11, 2023.
    [PDF]
  7. G. Camero, S. Salehi, and R. F. DeMara, “Behavioral Simulation Educational Framework for 2-Terminal MTJ-based Analog to Digital Converter,” in Proceedings of IEEE Integrated STEM Education Conference (ISEC’20), Princeton, New Jersey, March 28, 2020.
    [PDF]
  8. S. Salehi, and R. F. DeMara, “Virtualized Active Learning for Undergraduate Engineering Disciplines (VALUED): A Pilot in a Large Enrollment Classroom,” in Proceedings of IEEE Frontiers in Education Conference (FIE’19), Cincinnati, Ohio, October 16-19, 2019.
    [PDF]
  9. S. Salehi, R. Zand, and R. F. DeMara, “Learner Capstone Panels for Immersing Undergraduates in Mechanisms of Engineering Research,” in Proceedings of American Society of Engineering Education National Annual Conference (ASEE’19), Tampa Bay, Florida, June 15-19, 2019.
    [PDF]
  10. R. F. DeMara, S. Salehi, and N. Khoshavi, S. Pyle, “Scalable Delivery and Remediation of Engineering Assessments using Computer-Based Assessment,” in Proceedings of IEEE Integrated STEM Education Conference (ISEC’19), Princeton, New Jersey, March 16, 2019.
    [PDF]
  11. R. F. DeMara, S. Salehi, B. Chen, and R. Hartshorne, “GLASS: Group Learning At Significant Scale via wifi-Enabled Learner Design Teams in an ECE Flipped Classroom,” in Proceedings of American Society of Engineering Education National Annual Conference (ASEE’17), Columbus, Ohio, June 25-28, 2017.
    [PDF]
  12. R. F. DeMara, S. Salehi, and S. Muttineni, “Exam Preparation through Directed Video Blogging and Electronically-Mediated Realtime Classroom Interaction,” in Proceedings of American Society of Engineering Education Southeast Section Conference (ASEE-SE’16), Tuscaloosa, Alabama, USA, March 13-15, 2016.
    [PDF]
  13. R. F. DeMara, S. Salehi, N. Khoshavi, R. Hartshorne, and B. Chen, “Strengthening STEM Laboratory Assessment Using Student-Narrative Portfolios Interwoven with Online Evaluation,” in Proceedings of American Society of Engineering Education Southeast Section Conference (ASEE-SE’16), Tuscaloosa, Alabama, USA, March 13-15, 2016.
    [PDF]

Please find my M.S. Thesis Document HERE

Please find my Ph.D. Dissertation Document HERE