Recent ECE Faculty Publications

April 1, 2021—October 31, 2021 Publications

Gina Adam

J. Zhao, O. Yousuf, S. Huang, B.D. Hoskins, Y. Gao, and G.C Adam. “Gradient Decomposition Methods for Training Neural Networks with Non-Ideal Synaptic Devices,” Frontiers in Neuroscience., Oct. 2021.

Shahrokh Ahmadi

J. Pourahmadazar, R. Karimian, M. D. Ardakani, S. Ahmadi and M. Zaghloul, "Alumide as a Nonmagnetic Fresnel Zone Lens at 30 GHz," in 2021 XXXIVth General Assembly and Scientific Symposium of the International Union of Radio Science (URSI GASS), Rome, Italy, pp. 1-3.

R. Karimian, M. Dashti, J. Pourahmadazar, S. Ahmadi and M. Zaghloul, "Non-Reciprocal Phased Array antenna," in 2021 XXXIVth General Assembly and Scientific Symposium of the International Union of Radio Science (URSI GASS), Rome, Italy, pp. 1-3.

Hamed Dalir

A. Asghari, C. Wang, K. M. Yoo, A. Rostamian, X. Xu, J. Shin H. Dalir, R. T. Chen, “Fast accurate point of care covid-19 pandemic diagnosis enabled through advanced lab-on-a-chip optical biosensors: Opportunities and challenges,” Applied Physics Review, vol. 8, no. 3, Sept. 2021.

M. Ahmed, A. Bakry, E. R. Shaaban, H. Dalir “Reduction of bandgap of ITO film and possibility of use as a window layer by incorporation of copper,” Journal of Ovonic Research, vol. 17, no. 4, pp. 343-351. Aug. 2021.

Bakry, A. Alshahrie, A. Mahmoud, H. Dalir, and M. Ahmed “Influence of Asymmetric Gain Suppression on Relative Intensity Noise Properties of Multimode Semiconductor Lasers,” Physics of Wave Phenomena, vol. 29, pp. 65–74. Apr. 2021.

M. Ahmed, A. Bakry, A. Alshahrie, and H. Dalir, “Use of external optical feedback to stabilize multimode hopping and reduce intensity noise in long-wavelength semiconductor laser”. Optical and Quantum Electronics, vol. 53, no.5, pp. 207, Apr. 2021.

M. Ahmed, A. Bakry, E. R. Shaaban, H. Dalir “Structural, electrical, and optical properties of ITO thin films and their influence on performance of CdS/CdTe thin-film solar cells”. J Mater Electron, vol. 32, pp. 11107–11118, Apr. 2021.

A. Rostamian, E. Madadi-Kandjani, H. Dalir, V. J. Sorger, R. T Chen, "Towards lab-on-chip ultrasensitive ethanol detection using photonic crystal waveguide operating in the mid- infrared" Nanophotonics, vol. 10, no. 6, pp. 1675-1682, Apr. 2021.

M. Ahmed, A. Bakry, A. Qasem, H. Dalir “The main role of thermal annealing in controlling the structural and optical properties of ITO thin film layer” Optical Materials, vol. 113, pp. 110866, Apr. 2021.

H. Dalir, R. T. Chen, M. H. Teimourpour, J. Midkiff, and A. Rostamian “Vertical Photonic Crystal Waveguide for Gas Detection” US Patent 2021/0278339 A1, September 9, 2021.

Payman Dehghanian

M. Babakmehr, F. Harirchi, P. Dehghanian, and J. Enslin, “Artificial Intelligence-Based Cyber-Physical Event Classification for Islanding Detection in Power Inverters,” IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 9, no. 5, pp. 5282-5293, Oct. 2021.

H. Tarzamni, M. Sabahi, S. Rahimpour, M. Lehtonen, and P. Dehghanian, “Operation and Design Consideration of An Ultra High Step-Up DC-DC Converter Featuring High Power Density,” IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 9, no. 5, pp. 6113-6123, Oct. 2021.

D. Anokhin, P. Dehghanian, M. Lejeune, and J. Su, “Mobility-As-A-Service for Resilience Delivery in Power Distribution Systems,” Production and Operations Management, vol. 30, no. 8, pp. 2492-2521, Oct. 2021.

S. Bahrami, M. Rastegar, and P. Dehghanian, “An FBWM-TOPSIS Approach to Identify Critical Feeders for Reliability Centered Maintenance in Power Distribution Systems,” IEEE Systems Journal, vol. 15, no. 3, pp. 3893-3901, Sept. 2021.

Y. Fu, H. Chai, Z. Zhen, F. Wang, X. Xu, K. Li, M. Shafie-khah, P. Dehghanian, and J. P. S. Catalão, “Sky Image Prediction Model Based on Convolutional Auto-Encoder for Minutely Solar PV Power Forecasting,” IEEE Transactions on Industry Applications, vol. 57, no. 4, pp. 3272-3281, Jul./Aug. 2021.

M. Alhazmi and P. Dehghanian, “Optimal Integration of Interconnected Water and Electricity Networks,” IET Generation, Transmission, and Distribution, vol. 15, no. 14, pp. 2033-2043, Jul. 2021.

M. Nazemi, P. Dehghanian, X. Lu, and C. Chen, “Uncertainty-Aware Deployment of Mobile Energy Storage Systems for Power Distribution Grid Resilience,” IEEE Transactions on Smart Grid, vol. 12, no. 4, pp. 3200-3214, Jul. 2021.

H. Sartipizadeh, F. Harirchi, M. Babakmehr, and P. Dehghanian, “Robust Model Predictive Control of DC-DC Floating Interleaved Boost Converter with Multiple Uncertainties,” IEEE Transactions on Energy Conversion, vol. 36, no. 2, pp. 1403-1412, Jun. 2021.

A. Arjomandi-Nezhad, M. Fotuhi-Firuzabad, A Dorri, and P. Dehghanian, “Proof of Humanity: A Tax-Aware Society-Centric Consensus Algorithm for Blockchain,” Peer-to-Peer Networking and Applications, pp. 1-13, Jun. 2021.

P. Dehghanian, “Webinars: Equity in Education through IAS Digital Citizenship,” IEEE Industry Applications Magazine, vol. 27, no. 3, pp. 83-84, May/Jun. 2021.

V. Samavatian, M. Fotuhi-Firuzabad, P. Dehghanian, and F. Blaabjerg, “Reliability Modeling of Multistate Degraded Power Electronic Converters with Simultaneous Exposure to Dependent Competing Failure Processes,” IEEE Access, vol. 9, pp. 67096-67108, May. 2021.

M. Alhazmi, P. Dehghanian, M. Nazemi, and F. Wang, “Coordination Framework for Integrated Operation of Water-Power Systems under Contingencies,” in IEEE Industry Applications Society (IAS) Annual Meeting, Vancouver, British Columbia, Canada, 2021, pp. 1-7.

Y. Wang, Z. Li, F. Wang, P. Dehghanian, J. P. S. Catalão, K. Li, and M. Fotuhi-Firuzabad, “Greedy Clustering-based Monthly Electricity Consumption Forecasting Model,” in IEEE Industry Applications Society (IAS) Annual Meeting, Vancouver, British Columbia, Canada, 2021, pp. 1-7.

M. Nazemi, P. Dehghanian, M. Alhazmi, and Y. Darestani, “Resilience Enhancement of Electric Distribution Grids against Wildfires,” in IEEE Industry Applications Society (IAS) Annual Meeting, Vancouver, British Columbia, Canada, 2021, pp. 1-7.

Y. Li, S. Wang, L. Li, and P. Dehghanian, “Artificial Intelligence for Real-Time Topology Identification in Power Distribution Systems,” in The 52nd North American Power Symposium (NAPS), Tempe, AZ, 2021, pp. 1-6.

Miloš Doroslovački

P. Rademacher and M. Doroslovački, “Bayesian learning for regression using Dirichlet prior distributions of varying localizations,” in Proc. IEEE Statistical Signal Processing Workshop, Rio de Janeiro, Brazil, 2021, pp. 236-240.

L. Li, M. Doroslovački, and M.H. Loew, “Crafting an adversarial example in the DNN
representation space by minimizing the distance from the decision boundary,” in Proc. IEEE Data Sciences and Learning Workshop, Toronto, ON, Canada, 2021, pp. 1-8.

Can Korman

C. Korman, and I. Mayergoyz, “Economic Hysteresis and its Modeling,” SSRN, Sept. 2021.

Tian Lan

Guangfeng Yan, Linqi Song, Shaolun Huang, and Tian Lan, "DQ-SGD: Dynamic Quantization in SGD for Communication-Efficient Distributed Learning," In Proc. IEEE Mobile Adhoc and Sensor Systems (MASS), Oct. 2021.

V. Aggarwal, T. Lan, and P. Parag, "Modeling and Optimization of Latency in Erasure-coded Storage Systems," Tutorial at the IEEE Information Theory Workshop (ITW), Oct. 2021.

J. Chen, V. Aggarwal, and T. Lan, "DeepFreight: A Model-free Deep-reinforcement-learning-based Algorithm for Multi-transfer Freight Delivery", In Proc. International Conference on Automated Planning and Scheduling (ICAPS), vol. 31 no. 1, pp. 510-518, Jul. 2021.

J. Chen, M.W.W. Haliem, T. Lan, and V. Aggarwal, "Multi-agent Deep Covering Option Discovery", In Proc. Reinforcement Learning for Real Life Workshop at ICML, Jul. 2021.

V. Aggarwal, and T. Lan, "Preemptive Scheduling on Unrelated Machines with Fractional Precedence Constraints,” Accepted at Journal of Parallel and Distributed Computing (JPDC), vol. 57, pp. 280-286, Jul. 2021.

V. Aggarwal and T. Lan, "Modeling and Optimization of Latency in Erasure-coded Storage Systems," Monograph in Foundations and Trends in Communication and Information Theory, Jun. 2021.

C. Liu, N. Geng, V. Aggarwal, T. Lan, Y. Yang, and M. Xu, "CMIX: Deep Multi-agent Reinforcement Learning with Peak and Average Constraints," In Proceedings of The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), 2021, pp. 157-173.

J. Chen, Y. Wang, and T. Lan, "Bringing Fairness to Actor-Critic Reinforcement Learning for Network Utility Optimization," In IEEE INFOCOM 2021 - IEEE Conference on Computer Communications, Vancouver, BC, Canada, 2021, pp. 1-10.

J. Xu, L. Song, S. Huang, and T. Lan, "Live Gradient Compensation for Evading Stragglers in Distributed Learning", In IEEE INFOCOM 2021 - IEEE Conference on Computer Communications, Vancouver, BC, Canada, 2021, pp. 1-10.

Roger Lang

Zhou, Y, R. Lang, E. Dinnat, D. Le Vine, “Seawater Debye Model Function at L-Band and its Impact on Salinity Retrieval from Aquarius Satellite Data,” IEEE Trans. Geosci. Remote Sens., vol. 59, no. 10, pp. 8103-8116, Oct. 2021.

C. Suer, D. Breton, E. Haedrich, and R. Lang, “Bistatic Scattering Coefficients of a Tree Covered Mountainside at L Band,” in 2021 USNC-URSI Radio Science meeting, Honolulu, HI, 2021, pp. 060-063.

Li, Ming, R. Lang, P. O’Neill, L. Tong, “Reflectivity, Emissivity and Brightness from Multilayered Soil with Linearly Varying Permittivity at P- and L-Bands,” in 2021 XXXIVth General Assembly and Scientific Symposium of the International Union of Radio Science (URSI GASS), Rome, Italy, pp. 1-4.

Ahmed Louri

S. Liu, X. Tang, F. Niknia, P. Reviriego, W. Liu, A. Louri, and F. Lombardi, "Stochastic Dividers for Low Latency Neural Networks," IEEE Trans. on Circuits and Systems I: Regular Papers, vol. 68, issue 10, pp. 4102-4115, Oct. 2021.

K. Shiflett, A. Karanth, A. Louri and R. Bunescu, “Albireo: Energy-Efficient Acceleration of Convolutional Neural Networks via Silicon Photonics,” in Proc. 48th ACM/IEEE International Symposium on Computer Architecture (ISCA), Valencia, Spain, 2021, pp. 860-873.

K. Shiflett, A.Karanth, A. Louri, and R. Bunescu, “Bitwise Neural Network Acceleration Using Silicon Photonics”, in Proc. 31st ACM Great Lakes symposium on VLSI (GLSVLSI), 2021, pp. 9-14.

David Nagel

D. J. Nagel, "Integration and Interfaces," The Bent of Tau Beta Pi, Spring 2021 Issue, pp. 14-19.

Omur Ozel

O. Ozel and P. Rafiee, “Intermittent Status Updating through Joint Scheduling of Sensing and Retransmissions,” IEEE INFOCOM AoI Workshop, Apr. 2021.

P. Rafiee, M. Oktay and O. Ozel, “Intermittent Status Updating with Random Update Arrivals,” in 2021 IEEE International Symposium on Information Theory (ISIT), Melbourne, Australia, pp. 3121-3126.

Volker Sorger

E. Heidari, H. Dalir, F. Mokhtari-Koushyar, C. Patil, M. Miscuglio, D. Akinwande, and V. Sorger, “Integrated ultra-high-performance graphene optical modulator,” arXiv preprint arXiv:2109.07476, Sept. 2021.

R. Amin, J.K. George, H. Wang, R.i Maiti, Z. Ma, H. Dalir, J.B. Khurgin, and V.J. Sorger, “An ITO Graphene Hybrid Integrated Absorption Modulator on Si-photonics for Neuromorphic Nonlinear Activation,” arXiv preprint arXiv:2109.09440, Sept. 2021.

M. Miscuglio, Y. Gui, X. Ma, Z. Ma, S. Sun, T. El Ghazawi, T. Itoh, A. Alù, and V.J. Sorger, “Approximate Analog Computing with Metatronic Circuits,” Communications Physics, vol. 4, no. 1, pp. 1-11. Aug. 2021.

R. Maiti, M.A.S.R. Saadi, R. Amin, V.O. Ozcelik, B. Uluutku, C. Patil, C. Suer, S. Solares, and V.J. Sorger, “Strain-Induced Spatially Resolved Charge Transport in 2H-MoTe2,” ACS Applied Electronic Materials, vol. 3, no. 9, pp. 3781-3788, Aug. 2021.

C. Patil, C. Dong, H. Dalir, S. Krylyuk, A.V. Davydov, V.J. Sorger, “Self-Driven Highly Responsive PN Junction InSe Heterostructure Near-Infrared Light Detector,” arXiv preprint arXiv:2108.11803, Aug. 2021.

V.J. Sorger, R. Amin, J.B. Khurgin, Z. Ma, H. Dalir, and S. Khan, “Scaling vectors of attoJoule per bit modulators,” Journal of Optics, vol. 23, no. 6, Jun. 2021.

C. Huang, V.J. Sorger, M. Miscuglio, M. Al-Qadasi, A. Mukherjee, S. Shekhar, L. Chrostowski, L. Lampe, M. Nichols, M.P. Fok, D. Brunner, A.N. Tait, T. Ferreira de Lima, B.A. Marquez, P.R. Prucnal, and B.J. Shastri, “Prospects and applications of photonic neural networks,” arXiv preprint arXiv:2105.09943, May. 2021.

V.J. Sorger, R. Amin, J.B. Khurgin, Z. Ma, H. Dalir, and S. Khan, “Corrigendum: Scaling vectors of attoJoule per bit modulators,” Journal of Optics, vol. 23, no. 6, pp. 069501, May. 2021.

A. Rostamian, E. Madadi-Kandjani, H. Dalir, V.J. Sorger, and R.T. Chen, “Towards lab-on-chip ultrasensitive ethanol detection using photonic crystal waveguide operating in the mid-infrared,” Nanophotonics, vol. 10, no. 6, pp. 1675-1682, Apr. 2021

S. Sun, M. Miscuglio, X. Ma, Z. Ma, C. Shen, E. Kayraklioglu, J. Anderson, T. El Ghazawi, and V.J. Sorger, “Induced homomorphism: Kirchhoff’s law in photonics,” Nanophotonics, vol. 10, no. 6, pp. 1711-1721, Apr. 2021.

D. Brunner, G. Volpe, V.J. Sorger, S. Gigan, B.J. Shastri, and D. Markovic, “Panel Discussion on Hardware for AI,” in Proc. SPIE 11804, Emerging Topics in Artificial Intelligence (ETAI) 2021, pp. 1180402.

R. Sala-Llonch, D. Brunner, J.M. Dudley, V.J. Sorger, G. Muñoz, K. Lekadir, “Panel Discussion on Opportunities for Young Researchers,” in Proc. SPIE 11804, Emerging Topics in Artificial Intelligence (ETAI) 2021, pp. 118041Z

V.J. Sorger, “Strainoptronics: 2D material optoelectronic with a bend,” in Active Photonic Platforms XIII, 2021, vol. 11796, pp. 117960G.

V.J. Sorger, “Photonic Tensor Core and Nonvolatile Photonic Memory,” in Emerging Topics in Artificial Intelligence (ETAI) 2021, vol. 11804, pp. 1180403.

V.J. Sorger, “Giant and ultrafast nonlinearity with ENZ Photonics,” in Metamaterials, Metadevices, and Metasystems 2021, vol. 11795, pp. 1179507.

V.J. Sorger, “Optical convolutional neural network accelerator for machine learning,” in Optics and Photonics for Information Processing XV, 2021, vol. 11841, pp. 1184107.

R. Amin, R. Maiti, Y. Gui, C. Suer, M. Miscuglio, E. Heidari, R.T. Chen, H. Dalir, V.J. Sorger, “GHz Plasmonic Broadband ITO MZI Modulator in Si Photonics,” in Integrated Photonics Research, Silicon and Nanophotonics, 2021, Washington, DC, paper IW1B. 3.

C. Patil, R. Maiti, H. Dalir, V.J. Sorger, “Strain Induced Exciton Absorption Shift WS2 Monolayer Integrated Photodetector,” in Novel Optical Materials and Applications, 2021, Washington, DC, paper NoM5B. 2.

Z. Hu, M. Solyanik-Gorgone, and V. J. Sorger, "Complex Exponential Neural Network for Optical System," in Photonics in Switching and Computing 2021, paper Tu3C.4.

V. J. Sorger, "Photonic Machine Intelligence Hardware: From Photonic Memory and Photonic TPU to Optical CNN," in Photonics in Switching and Computing 2021, paper Tu3C.1

J. Meng, M. Miscuglio, J. George, A. Babakhani, V.J. Sorger, “PIC-based Binary-Weighting Parallel Digital-to-Analog Converter,” in Signal Processing in Photonic Communications, 2021, Washington, DC, paper SpTu4D. 5

V.J. Sorger, “Photonic Tensor Core and Nonvolatile Memory for Machine Intelligence,” in Optical Devices and Materials for Solar Energy and Solid-state Lighting, 2021, Washington, DC, paper JTh1E. 1

M. Miscuglio, Z. Hu, S. Li, P. Gupta, H. Dalir, and V.J. Sorger, “Fourier Optical Convolutional Neural Network Accelerator,” in OSA Advanced Photonics Congress 2021, Washington, DC, paper SpM5C. 2.

J. Meng, M. Miscuglio, and V.J. Sorger, “Multi-level Nonvolatile Photonic Memories Using Broadband Transparent Phase Change Materials,” in OSA Advanced Photonics Congress 2021, Washington, DC, paper IF3A. 2

M. Miscuglio, Z. Hu, S. Li, P. Gupta, H. Dalir, V.J. Sorger, “Fourier Optic Convolutional Neural Network,” in OSA Imaging and Applied Optics Congress 2021, paper ITh5D. 6

J. Ye, M. Solyanik-Gorgone, A. Afanasev, and V. J. Sorger, "Quantifying Information via Structural Complexity in Optical Beams Using Shannon Entropy," in OSA Optical Sensors and Sensing Congress 2021, Washington, DC, paper JTu5A.9.

J. Paul, M. Miscuglio, Y. Gui, V.J. Sorger, and J.K. Wahlstrand, “Two-beam Coupling at the Epsilon-Near-Zero Wavelength in Indium Tin Oxide,” in Conference on Lasers and Electro-Optics, 2021, San Jose, CA, paper JTu3A. 104

V.J. Sorger, “Photonic TPU & Memory for Machine Intelligence,” in Conference on Lasers and Electro-Optics, 2021, San Jose, CA, pp. AW2E. 3

R. Amin, R. Maiti, J.B. Khurgin, and V.J. Sorger, “Emerging Materials Based Electro-Optic Phase Modulators,” in Conference on Lasers and Electro-Optics, 2021, San Jose, CA, paper JTu3A. 87

C. Patil, R. Maiti, and V.J. Sorger, “Effect of Strain in WS2 Monolayer Integrated Excitonic Photodetector,” in Conference on Lasers and Electro-Optics, 2021, San Jose, CA, paper JTu3A. 9.

M. Miscuglio, Z. Hu, S. Li, J.K. George, R. Capanna, H. Dalir, P.M. Bardet, P. Gupta, and V.J. Sorger, “Massively-parallel Amplitude-Only Fourier Optical Convolutional Neural Network,” in Conference on Lasers and Electro-Optics, 2021, San Jose, CA, paper AW3E. 5

R.A. Hemnani, and V.J. Sorger, “Two-dimensional material printer and transfer system and method for atomically layered materials,” U.S. Patent 17176142, June 17, 2021.

Suresh Subramaniam

M. Jinno, T. Ishikawa, T. Kodama, H. Hasegawa, and S. Subramaniam, “Enhancing flexibility and functionality of SCNs: Feasibility demonstration of evolution scenario toward any-core access, nondirectional, and contention-less spatial channel cross-connect,” IEEE/OSA Journal of Optical Communications and Networking, vol. 13, no. 8, pp. D80–D92, Aug. 2021. Invited Paper.

Y. Xiang, H. Liu, T. Lan, H. Huang, and S. Subramaniam, “Optimizing job reliability through contention-free, distributed checkpoint scheduling,” IEEE Transactions on Network and Service Management, vol. 18, no. 2, pp. 2077-2088, Jun. 2021.

R. Zou, H. Hasegawa, and S. Subramaniam, “DRAMA: Disaster management algorithm with mitigation awareness for elastic optical networks,” in 2021 17th International Conference on the Design of Reliable Communication Networks (DRCN), Milano, Italy, pp. 1-7.

T. Kuno, Y. Mori, S. Subramaniam, M. Jinno, and H. Hasegawa, “Experimental evaluation of optical cross-connects with flexible waveband routing function for SDM networks,” in 2021 Optical Fiber Communications Conference and Exhibition (OFC), San Francisco, CA, pp. 1-3.

R. Munakata, Y. Mori, S. Subramaniam, M. Jinno, and H. Hasegawa, “Design and performance evaluation of resilient optical path networks that adopt spatially-jointed flexible waveband routing,” in 2021 International Conference on Optical Network Design and Modeling (ONDM), Gothenburg, Sweden, pp.1-6.

S. Petale, J. Zhao, and S. Subramaniam, “Tridental resource assignment algorithm for spectrally-spatially flexible optical networks,” in ICC 2021 - IEEE International Conference on Communications, Montreal, QC, Canada, pp. 1-6.

S. Petale, J. Zhao, and S. Subramaniam, “Machine learning-aided resource assignment in space division multiplexed elastic optical networks,” in Proc. Intl. Conference on Computer Communications and Networks (ICCCN), 2021. Invited Paper.

Mona Zaghloul

Y. Zhou and M. Zaghloul, “Changes in Permittivity of the Piezoelectric Material PVDF as Functions of the Electrical Field and Temperature,” Materials, vol. 14, no. 19, p. 5736, Oct. 2021.

C. Pang, R. Zhou, X. Liu, P. Wu, t. Hung, S. Guo, M. Zaghloul, S. Krylyuk, D. Sergiy, V. Albert, J. Appenzeller, and Z. Chen, “Mobility Extraction in 2D Transition Metal Dichalcogenide Devices – Avoiding Contact Resistance Implicated Overestimation,” Accepted to Journal Small, Wiley, vol. 28, no. 28, Jun. 2021.

R. Karimian, S. Taravati, M. D. Ardakani, S. Ahmadi and M. Zaghloul, "Nonreciprocal- Beam Phased-Array Antennas Based on Transistor-Loaded Phase Shifters," IEEE Transactions on Antennas and Propagation, vol. 69, no. 11, pp. 7572-7581, May 2021.

L. Sun, D. Conrad, D. Hall, K. Benkstein, S. Semancik, and M. Zaghloul, “Plasmonic Sensing Studies of a Gas-Phase Cystic Fibrosis Marker in Moisture Laden Air,” MDPI Sensors Journal, vol. 21, no. 11, pp. 1-13, May 2021.

Y. Zhou, and M. E. Zaghloul, "Piezoelectric Coefficient and Permittivity Changes in Piezoelectric Material ZnO as Functions of Applied Electric Field," in 2021 XXXIVth General Assembly and Scientific Symposium of the International Union of Radio Science (URSI GASS), Rome, Italy, pp. 1-3

Hamed Dalir and Volker Sorger

E. Heidari, M. Ahmed, H. Dalir, A. Bakry, A. Alshahrie, V. J. Sorger “VCSEL with multi- transverse cavities with bandwidth beyond 100 GHz” Nanophotonics, vol. 10, no. 14, 2021, pp. 3779-3788. Oct. 2021.

Tian Lan, Omur Ozel, and Suresh Subramaniam

P. Zou, X. Wei, O. Ozel, T. Lan, and S. Subramaniam, "Timely Probabilistic Data Preprocessing in Mobile Edge Computing," In 2021 IEEE Wireless Communications and Networking Conference (WCNC), Nanjing, China, pp. 1-6.

Tian Lan and Suresh Subramaniam

V. Aggarwal, T. Lan, S. Subramaniam, and M. Xu, "On the Approximability of Related Machine Scheduling under Arbitrary Precedence," IEEE Transactions on Network and Service Management, vol. 18, no. 3, pp. 3706–3718, Sept. 2021.

Tian Lan and Guru Venkataramani

Y. Mei, T. Lan, and G. Venkataramani, "MPD: Moving Target Defense through Communication Protocol Dialects," In Proc. International Conference on Security and Privacy in Communication Networks (SecureComm), Sept. 2021.

Omur Ozel and Suresh Subramaniam

P. Zou, O. Ozel and S. Subramaniam, “Optimizing Information Freshness through Computation-Transmission Tradeoff and Queue Management in Edge Computing,” IEEE/ACM Transactions on Networking, vol. 29, no. 2, pp. 949-963 Apr. 2021.

Spring 2021 Publications

Amir Aslani

A. Aslani, L.H. Bennett, M. Ghahremani, “Martensitic Transformation and Magnetocaloric Effect in Co-Doped Ni–Mn–In Ferromagnetic Shape Memory Alloy,” IEEE Transactions on Magnetics, vol. 57, no. 2, 2021.

Shahrokh Ahmadi

S. Ahmadi, M.D. Ardakani, R. Karimian, M. Zaghloul, “High Resolution Beam Switch Antenna Based on Modified CRLH Butler Matrix,” Engineering Reports, vol. 3, no. 1, Oct. 14, 2020.

S. Ahmadi, M.D. Ardakani, R. Karimian, M. Zaghloul, “Design of a Non-Reciprocal Reconfigurable Phase Shifter for Phased Array Applications,” 2021 United States National Committee of URSI National Radio Science Meeting (USNC-URSI NRSM), pp. 190-191, Jan. 4-9, 2021, Boulder, CO.

S. Ahmadi, M.D. Ardakani, R. Karimian, B. Koosha, M. Zaghloul, “A Compact Beam Steering Dielectric Resonator Antenna for Wireless Power Transfer,” 2021 United States National Committee of URSI National Radio Science Meeting (USNC-URSI NRSM), pp. 5-6, Jan. 4-9, 2021, Boulder, CO.

Payman Dehghanian

P. Dehghanian, T. Hong, Y. Tian, B. Wang, D. Zhao, “Aggregated Electric Vehicle Load Modeling in Large-Scale Electric Power Systems,” IEEE Transactions on Industry Applications, vol. 56, no. 5, pp. 5796-5810, Sept./Oct. 2020.

P. Dehghanian, L. Li, Y. Li, S. Wang, “Artificial Intelligence for Real-Time Topology Identification in Power Distribution Systems,” The 52nd North American Power Symposium (NAPS), pp. 1-6, Oct. 2020, Tempe, AZ.

M Barati, P. Dehghanian, A. Estebsari, T.P. Filomena, M. Heidari Kapourchali, M. Lejeune, S. Wang, B. Wormuth, “Electric Power Grids under High-Absenteeism Pandemics: History, Context, Response, and Opportunities,” IEEE Access, vol. 8, pp. 215727-215747, Nov. 2020.

P. Dehghanian, M. Fotuhi-Firuzabad, M. Khoshjahan, H. Mazaheri, M. Moeini-Aghtaie, “Advanced Bidding Strategy for Participation of Energy Storage Systems in Joint Energy and Flexible Ramping Product Market,” IET Generation, Transmission, and Distribution, vol.14, no. 22, pp. 5202-5210, Nov. 2020.

P. Dehghanian, M. Lejeune, “Optimal Power Flow Models with Probabilistic Guarantees: A Boolean Approach,” IEEE Transactions on Power Systems, vol. 34, no. 6, pp. 4932-4935, Nov. 2020.

P. Dehghanian, S. Wang, “On the Use of Artificial Intelligence for High Impedance Fault Detection and Electrical Safety,” IEEE Transactions on Industry Applications, vol. 56, no. 6, pp. 7208-7216, Nov./Dec. 2020.

E. Babaei, M.B. Bannae Sharifian, P. Dehghanian, F. Panahandeh Esmaeelnia, H. Tarzamni, S. Tohidi, “Analysis and Reliability Evaluation of a High Step-Up Soft Switching Push-Pull DC-DC Converter,” IEEE Transactions on Reliability, vol. 69, no. 4, pp. 1376-1386, Dec. 2020.

S. Dehghan-Dehnavi, P. Dehghanian, M. Fotuhi-Firuzabad, M. Moeini-Aghtaie, F. Wang, “Decision-Making Tree Analysis for Industrial Load Classification in Demand Response Programs,” IEEE Transactions on Industry Applications, vol. 57, no. 1, pp. 1939-9367, Jan./Feb. 2021.

P. Dehghanian, M. Fotuhi-Firuzabad, M. Khoshjahan, M. Moeini-Aghtaie, “Enhancing Electricity Market Flexibility by Deploying Ancillary Services for Flexible Ramping Product Procurement,” Electric Power Systems Research, vol. 191, pp. 1-10, Feb. 2021.

P. Dehghanian, M. Fotuhi-Firuzabad, M. Lehtonen, F. Panahandeh Esmaeelnia, F. Tahami, H. Tarzamni, S. Tohidi, “Thermal Analysis of Non-Isolated Conventional PWM-based DC-DC Converters with Reliability Consideration,” IET Power Electronics, vol. 14, no.2, pp. 337-351, Feb. 2021.

A. Abbaspour, P. Dehghanian, H. Farzin, M. Fotuhi-Firuzabad, H. Mazaheri, M. Moeini-Aghtaie, F. Wang, “An Online Method for MILP Co-Planning Model of Large-Scale Transmission Expansion Planning and Energy Storage Systems Considering N-1 Criterion,” IET Generation, Transmission, and Distribution, vol. 15, no. 4, pp. 664-677, Feb. 2021.

P. Dehghanian, R. Garmabdari, M.J. Hossain, P. Jamborsalamati, J. Lu, “Planning for Resilience in Power Distribution Networks: A Multi-Objective Decision Support,” IET Smart Grid, vol. 5, no. 1, pp. 45-60, Feb. 2021.

Miloš Doroslovački

M. Doroslovački, A. Hanif, “Graph Laplacian-based tumor segmentation and denoising in brain magnetic resonance imaging,” 2020 Asilomar Conference on Signals, Systems, and Computers, Nov. 1-4, 2020, Pacific Grove, CA.

A. Ambaw, M. Bari, M. Doroslovački, “Optimizing Convolutional Neural Networks to Identify Distorted M-ary CPFSK Signals with RRC Pulse Shaped Instantaneous Frequency,” Asilomar Conference on Signals, Systems, and Computers, Nov. 1-4, 2020, Pacific Grove, CA.

M. Doroslovački, L. Li, S. Subramaniam, C. Tang, X. Wei, “Classification of Channel Access Attacks in Wireless Networks: A Deep Learning Approach,” International Conference on Distributed Computing Systems (ICDCS), Nov. 29 – Dec. 1, 2020, Singapore.

Kie-Bum Eom

K.B. Eom, “Radar Target Recognition,” Encyclopedia of RF and Microwave Engineering (Revised Edition), Wiley, Nov. 2020.

Mahdi Imani

S.F. Ghoreishi, M. Imani, “Optimal Finite-Horizon Perturbation Policy for Inference of Gene Regulatory Networks,” IEEE Intelligent Systems, vol. 36, no. 1, Jan./Feb. 2021.

Tian Lan

V. Aggarwal, N. Geng, T. Lan, M. Xu, Y. Yang, “A Multi-agent Reinforcement Learning Perspective on Distributed Traffic Engineering,” IEEE International Conference on Network Protocols (ICNP), Oct. 13-16, 2020.

T. Lan, H. Zhou, G. Venkataramani, “Hunting Garbage Collection Related Concurrency Bugs Through Critical Condition Restoration,” ACM Conference on Computer and Communication Security (CCS) Forming an Ecosystem Around Software Transformation (FEAST) Workshop, Nov. 13, 2020.

Roger Lang

R. Bindlish, M. Cosh, J. Dowling, A. Joseph, R. Lang, P. O’Neill, Y. Park, “Use of L Band Measurements as a Starting Point for the Development of P-Band Soil Moisture Retrieval Algorithms,” IEEE International Geoscience and Remote Sensing Symposium (IGARS), Sep. 26 – Oct. 2, 2020.

J. Garvin, R. Lang, R. Rincon, J. Yang, “Backscatter from Martian Regolith Layer Over an Underlying Half Space of Water/Ice,” National Radio Science Meeting (NRSM), Jan. 4 – 9, 2021.

R. Lang, S. Torrico, C. Utku, “Frequency Correlation Function for 2D Trunk Dominated Forest,” National Radio Science Meeting (NRSM), Jan. 4-9, 2021.

Ahmed Louri

R.C Bunescu, A. Karanth, A. Louri, K. Shiflett, “Energy-Efficient Multiply-and-Accumulate Using Silicon Photonics for Deep Neural Networks,” IEEE Photonics Conference (IPC), Sep. 27 – Oct. 1, 2020.

A. Louri, K. Wang, H. Zheng, “TSA: Learning-Based Threat Detection and Mitigation for Secure System-On-Chip Architectures,” IEEE Micro, vol. 40, no. 5, pp. 56-63, Sep. – Oct. 1, 2020.

Y. Chen, A. Louri, “Learning-based Quality Management for Approximate Communication in Network-on-Chips,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 39, no. 11, pp. 3724-3735, Nov. 2020.

T.F. Canan, A. Karanth, S. Kaya, A. Louri, “4-Input NAND and Nor Gates Based on Two Ambipolar Schottky Barrier FinFETs,” International Conference on Electronics Circuits and Systems (ICECS), Nov. 23-25, 2020.

R.C. Bunescu, Q. Fettes, A. Karanth, A. Louri, K. Shiflett, “Hardware–based Thread Migration to Reduce On-Chip Data Movement with Reinforcement Learning,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 39, no. 11, pp. 3638-3649, Nov. 2020.

R.C. Bunescu, A. Karanth, J. Li, A. Louri, “GCNAX: A Flexible and Energy-efficient Accelerator for Graph Convolutional Neural Networks,” International Symposium on High-Performance Computer Architecture (HPCA), Seoul, South Korea, Feb. 27 – Mar. 3, 2021.

A. Louri, K. Wang, H. Zheng, “Adapt-NoC: A Flexible Network-on-Chip Design for Heterogeneous Manycore Architecture,” International Symposium on High-Performance Computer Architecture (HPCA), Seoul, South Korea, Feb. 27 – Mar. 3, 2021.

Volker Sorger

M. Ahmed, R.T. Chen, H. Dalir, E. Heidari, V.J. Sorger, “Hexagonal Transverse-coupled-cavity VCSEL Redefining the High-speed Lasers,” Nanophotonics, vol. 9, no. 16, pp. 4743-4748, Oct. 28, 2020.

R. Agarwal, M. Hwang, Z. Ji, W. Liu, A. Pan, V.J. Sorger, Y. Wang, B. Zheng, “Generation of Helical Topological Exciton-polaritons,” Science, vol. 370, no. 6516, pp. 600-604, Oct. 30, 2020.

J. Anderson, H.R. Imani, E. Kayraklioglu, M. Miscuglio, V.J. Sorger, “Virtualizing Analog Mesh Computers: The Case of a Photonic PDE Solving Accelerator,” International Conference on Rebooting Computing (ICRC), pp. 133-142, Dec. 1-3, 2020.

R. Maiti, V.J. Sorger, “Strainoptronics: A New Degree of Freedom for 2D Material Device Engineering,” European Conference on Optical Communications (ECOC), Dec. 6-10, 2020.

P.M. Bardet, R. Capanna, H. Dalir, J.K. George, P. Gupta, Z. Hu, S. Li, M. Miscuglio, V.J. Sorger, “Massively Parallel Amplitude-only Fourier Neural Network,” Optica, vol. 7, no. 12, pp1812-1819, Dec. 20, 2020.

R. Amin, R.T. Chen, H. Dalir, Y. Gui, E. Heidari, J.B. Khurgin, R. Maiti, M. Miscuglio, C. Suer, V.J. Sorger “Heterogeneously Integrated ITO Plasmonic Mach–Zehnder Interferometric Modulator on SOI,” Scientific Reports, vol. 11, Jan. 14, 2021.

Y. Gui, M. Miscuglio, J. Paul, V.J. Sorger, J.K. Wahlstrand, “Two-beam Coupling by a Hot Electron Nonlinearity,” Optics Letters, vol. 46, no. 2, pp. 428-431, Jan. 15, 2021.

A. Babakhani, J.K. George, J. Meng, M. Miscuglio, V.J. Sorger, “Electronic Bottleneck Suppression in Next‐Generation Networks with Integrated Photonic Digital‐to‐Analog Converters,” Advanced Photonics Research, vol. 2, no. 2, Feb. 3, 2021.

Suresh Subramaniam

K. Kondepu, A. Marotta, S. Subramaniam, “Cross-layer design,” Handbook of Optical Networks, Springer, pp. 553–582, Oct. 2020.

L. Li, S. Subramaniam, C. Tang, X. Wei, “UAVFog-assisted Data-driven Disaster Response: Architecture, Use Case, and Challenges,” Web Information Systems Engineering (WISE), Oct. 20-22, 2020.

K. Batbayar, R. Meseguer, R. Sadre, S. Subramaniam, “GateSelect: A novel Internet Gateway Selection Algorithm for Client Nodes,” International Conference on Network and Service Management (CNSM), Nov. 2-6, 2020.

S. Subramaniam, J. Zhao, “Virtual Network Mapping in Elastic Optical Networks with Sliceable Transponders,” Photonic Network Communications, vol. 40, no. 3, pp. 281–292, Dec. 2020.

Guru Venkataramani

Mona Zaghloul

S. Ahmadi, M.D. Ardakani, R. Karimian, M. Zaghloul, “High Resolution Beam Switch Antenna Based on Modified CRLH Butler Matrix,” Engineering Reports, vol. 3, no. 1, Oct. 14, 2020.

E. Chorvinsky, Q. Dong, R.S. Downen, B. Li, Z. Li, D. Pillai, N. Tram, M. Zaghloul, “A Cloud-Connected NO2 and Ozon Sensor System for Personalized Pediatric Asthma Research and Management,” IEEE Sensors Journal, vol. 20, no. 24, pp 15143-1109, Dec. 15, 2020.

Fall 2020 Publications

Gina Adam

G.C. Adam, Y. Gao, S. Wu, "Batch Training for Neuromorphic Systems with Device Non-idealities," International Conference on Neuromorphic Systems (ICONS), Jul. 2020.

G.C. Adam, S. Kvatinsky, N. Wainstein, E. Yalon, "Radiofrequency Switches Based on Emerging Resistive Memory Technologies: A Survey," Proceedings of IEEE, 10.1109/JPROC.2020.3011953, Aug. 2020.

Shahrokh Ahmadi

S. Ahmadi, M. Dashti, R. Karimian, M. Zaghloul, "High Resolution Beam Switch Antenna Based on the Modified CRLH Transmission Line," Engineering Reports, e12287, 2020.

Payman Dehghanian

P. Dehghanian, X. Ge, J. Lai, K. Li, H. Lu, F. Wang, B. Xiang, "Smart Households' Aggregated Capacity Forecasting for Load Aggregators under Incentive-based Demand Response Programs," IEEE Transactions on Industry Applications, vol. 56, no. 2, pp. 1086-1097, Mar./Apr. 2020.

P. Dehghanian, L. Li, B. Wang, S. Wang, "A Machine Learning Approach to Detection of Geomagnetically-Induced Currents in Power Grids," IEEE Transactions on Industry Applications, vol. 56, no. 2, pp. 1098-1106, Mar./Apr. 2020.

P. Dehghanian, L. Li, S. Wang, "Power Grid Online Surveillance through PMU-Embedded Convolutional Neural Networks," IEEE Transactions on Industry Applications, vol. 56, no. 2, pp. 1146-1155, Mar./Apr. 2020.

M. Alhazmi, P. Dehghanian, M. Nazemi, F. Wang, "Multivariate Uncertainty Characterization for Resilience Planning in Electric Power Systems," IEEE/IAS 56th Industrial and Commercial Power Systems (l&CPS) Technical Conference, Las Vegas, NV, USA, Apr. 2020.

S. Dehghan-Dehnavi, P. Dehghanian, M. Fotuhi-Firuzabad, M. Moeini-Aghtaie, F. Wang, "Estimating Participation Abilities of Industrial Customers in Demand Response Programs: A Two-Level DecisionMaking Tree Analysis," IEEE/IAS 56th Industrial and Commercial Power Systems (l&CPS) Technical Conference, Las Vegas, NV, USA, Apr. 2020.

P. Dehghanian, M. Fotuhi-Firuzabad, M. Moeini-Aghtaie, M. Nazemi, "Energy Storage Planning for Enhanced Resilience of Power Distribution Networks against Earthquakes," IEEE Transactions on Sustainable Energy, vol. 11, no. 2, pp. 795-806, Apr. 2020.

P. Dehghanian, K. Li, Z. Li, Z. Mi, F. Wang, "An Auto-Encoder Neural Network Approach to Monthly Electricity Consumption Forecasting using Hourly Data," IEEE/IAS 56th Industrial and Commercial Power Systems (l&CPS) Technical Conference, Las Vegas, NV, USA, Apr. 2020.

P. Dehghanian, F. P. Esmaeelnia, M. Fotuhi-Firuzabad, F. Tahami, H. Tarzamni, S. Tohidi, "Comprehensive Analytics for Reliability Evaluation of Conventional Isolated Multi-Switch PWM DC-DC Converters," IEEE Transactions on Power Electronics, vol. 35, no. 5, pp. 5254-5266, May 2020.

P. Dehghanian, B. Wang, D. Zhao, "Chance-Constrained Energy Management System for Power Grids with High Proliferation of Renewables and Electric Vehicles," IEEE Transactions on Smart Grid, vol. 11, no. 3, pp. 2324-2336, May 2020.

P. Dehghanian, M. Nazemi, Z. Yang, "Seismic-Resilient Electric Power Distribution Systems: Harnessing the Mobility of Power Sources," IEEE Transactions on Industry Applications, vol. 56, no. 3, pp. 2304-2313, May/Jun. 2020.

E. Aliyan, P. Dehghanian, J. Faraji, M. Kia, M. Khanjanianpak, M. Rezaei, "Fast-Accurate Dual Axis Solar Tracker Controlled by P&O Technique with Neural Network Optimization," 20th International IEEE Conference on Electrical and Environmental Engineering (EEEIC), Madrid, Spain, pp. 1-7, Jun. 2020.

M. Allahbakhshi, A. R. Bagheri, P. Dehghanian, O. P. Malik, H. Samet, M. Tajdinian, "An Enhanced Sub-Cycle Statistical Algorithm for Inrush and Fault Currents Classification in Differential Protection Schemes," International Journal of Electrical Power and Energy Systems (IJEPES), vol. 119, pp. 1-17, Jul. 2020.

M. Alhazmi, P. Dehghanian, A. Estebsari, M. Nazemi, T. Nguyen, S. Wang, "Electric Power Grid Resilience to Cyber Adversaries: State of the Art," IEEE Access, vol. 8, pp. 87592-87608, Aug. 2020.

P. Dehghanian, M. Nazemi, "Seismic-Resilient Bulk Power Grids: Hazard Characterization, Modeling, and Mitigation," IEEE Transactions on Engineering Management, vol. 67, no. 3, pp. 614-630, Aug. 2020.

P. Dehghanian, M. Nazemi, Z. Yang, "Swift Disaster Recovery in Resilient Power Grids: Integration of DERs with Mobile Power Sources," International Conference on Probabilistic Methods Applied to Power Systems (PMAPS), Liege, Belgium, pp. 1-6, Aug. 2020.

F. Blaabjerg, P. Dehghanian, M. Fotuhi-Firuzabad, M. Samavatian, V. Samavatian, "CorrelationDriven Machine Learning for Accelerated Reliability Assessment of Solder Joints in Electronics," Nature Scientific Report, vol. 10, no. 14821, pp. 1-14, Sep. 2020.

P. Dehghanian, T. Hong, Y. Tian, B. Wang, D. Zhao, "Aggregated Electric Vehicle Load Modeling in Large-Scale Electric Power Systems," IEEE Transactions on Industry Applications, vol. 56, no. 5, pp. 5796-5810, Sep./Oct. 2020.

J. P. S. Catalao, H. Chai, P. Dehghanian, K. Li, M. Shafie-khah, F. Wang, Z. Zhen, "Convolutional AutoEncoder Based Sky Image Prediction Model for Minutely Solar PV Power Forecasting," IEEE Industry Applications Society (IAS) Annual Meeting, Detroit, MI, USA, pp. 1-6, Oct. 2020.

M. Alhazmi, P. Dehghanian, M. Nazemi, M. Mitolo, "Optimal Integration of Interconnected Water and Electricity Networks," IEEE Industry Applications Society (IAS) Annual Meeting, Detroit, Michigan, USA, pp. 1-7, Oct. 2020.

Milos Doroslovacki

M. Doroslovacki, L. Li, M. H. Loew, "Approximating the Gradient of Cross-Entropy Loss Function," IEEE Access, vol. 8, pp. 111626-111635, DOI: 10.1109/ACCESS.2020.3001531, 10 Jun. 2020.

M. Doroslovacki, H. Fang, G. Venkataramani, "Cache-zoomer: On Demand High-resolution Cache Monitoring for Security," Journal of Hardware and Systems Security, vol. 4, no. 7 pp. 180-195, Jun. 2020.

M. Doroslovacki, H. Fang, G. Venkataramani, “Reuse-trap: Re-purposing Cache Reuse Distance to Defend against Side Channel Leakage,” Design Automation Conference, San Francisco, CA, USA, 20-24, Jul. 2020.

Tarek El-Ghazawi

J. Anderson, T. EI-Ghazawi, H.R. lmani, E. Kayraklioglu, V.J. Sorger. “Software Stack for an Analog Mesh Computer: The Case of a Nanophotonic PDE Accelerator,” 17th ACM International Conference on Computing Frontiers (CF '20), Association for Computing Machinery, New York, NY, USA, 241-244. DOl: 10.1145/3387902.3394030, Jun. 2020.

T. EI-Ghazawi. A. Mehrabian, V.J. Sorger. "A Design Methodology for Post-Moore's Law Accelerators: The Case of a Photonic Neuromorphic Processor," arXiv preprint arXiv:2006.08533, Jun. 2020.

Howie Huang

B. Bowman, H. H. Huang, “VGraph: A Robust Vulnerable Code Clone Detection System Using Code Property Triplets,” IEEE European Symposium on Security and Privacy (EuroSP), 2020.

B. Bowman, H. H. Huang, Y. Ji, C. Laprade, “Detecting Lateral Movement in Enterprise Computer Networks with Unsupervised Graph Al,” International Symposium on Research in Attacks, Intrusions and Defenses (RAID), 2020.

H. H. Huang, Y. Ji, “Aquila: Adaptive Parallel Computation of Graph Connectivity Queries,” International Symposium on High-Performance Parallel and Distributed Computing (HPDC), 2020.

H. H. Huang, M. Trotter, T. Wood, “Rumor Has It: Optimizing the Belief Propagation Algorithm for Parallel Processing,” International Workshop on Parallel Programming Models and Systems Software for High-End Computing, 2020.

Mahdi Imani

A. Bahadorinejad, U.M. Braga-Neto, M. lmani, "Adaptive Particle Filtering for Fault Detection in Partially-Observed Boolean Dynamical Systems," IEEE Transactions on Computational Biology and Bioinformatics (TCBB), vol. 17, no.4, pp. 1105-1114, 2020.

S. F. Ghoreishi, M. lmani, "Bayesian Optimization for Efficient Design of Uncertain Coupled Multidisciplinary Systems," American Control Conference (ACC), 2020.

S. F. Ghoreishi, M. lmani, "Bayesian Optimization Objective-Based Experimental Design," American Control Conference (ACC), 2020.

Can Korman

C. E. Korman, I. D. Mayergoyz, "On Hysteresis Based Random Number Generation," AIP Advances 10, 045308, doi.org/10.1063/1.5129981, 2020.

C. E. Korman, I. D. Mayergoyz, "On Hysteresis of Ion Channels," Mathematical Modelling of Natural Phenomena, doi.org/l0.1051/mmnp/2019058, 2020.

C. E. Korman, I. D. Mayergoyz, "Preisach Based Storage Devices and Global Optimizers," Mathematical Modelling of Natural Phenomena, doi.org/l0.1051/mmnp/2019051, 2020.

Tian Lan

Y. Chen, T. Lan, G. Venkataramani, H. Xue, "CHOP: Dynamic Bound Check Elimination Through Convex Hull Optimization," Computers & Security Journal, vol. 90, Apr 2020.

T. Lan, S. Li, "HotDedup: Managing Hot Data Storage at Network Edge through Optimal Distributed Deduplication,” IEEE INFOCOM, Apr. 2020.

S. Alamro, T. Lan, S. Subramaniam, M. Xu, "Shed+: Optimal Dynamic Speculation to Meet Application Deadlines in Cloud," IEEE Transactions on Network and Service Management, vol. 17, no. 3, pp. 1515-1526, Sep. 2020.

Roger Lang

M. Cosh, M. Kurum, R. Lang, P. O'Neill, A. Sharma, "L-Band Radar Experiment and Modeling of a Corn Canopy over a Full Growing Season," IEEE Trans Geosci and Remote Sensing, vol. 58, no. 8, pp. 5821-5835, 2020.

R. Lang, C. Suer, "P and L Band Coherent Wave Propagation through a Tree Covered Mountainside," IEEE International Symposium on Antenna and Propagation and North American Radio Science Meeting, 5-10 Jul. 2020.

R. Lang, S. Torrico, "Prediction of Wave Attenuation in a Conifer Forest: 3-D Vector Transport," IEEE International Symposium on Antenna and Propagation and North American Radio Science Meeting, 5-10 Jul. 2020.

Y. Zhou, R. Lang, E. Dinnat, D. Le Vine, "Debye Dielectric Model Function for Seawater Based on Expanded L-Band Measurement Data Set," IEEE International Geo-sci and Remote Sensing Symposium, Sep 26 - Oct 2, 2020.

Murray Loew

M. Doroslovacki, L. Li, M. H. Loew, "Approximating the Gradient of Cross-Entropy Loss Function," IEEE Access, vol. 8, pp. 111626-111635, DOI: 10.1109/ACCESS.2020.3001531, 10 Jun. 2020.

Ahmed Louri

Y. Chen, M. Clark, A. Karanth, A. Louri, B. Ma, "DoZZNoC: Reducing Static and Dynamic Energy in Noes with Low-Latency Voltage Regulators using Machine Learning," 34th IEEE International Parallel and Distributed Processing Symposium (IPDPS 2020), 18-22 May 2020.

Y. Chen, A. Louri, "An Approximate Communication Framework for Networks-on-Chip," IEEE Transactions on Parallel and Distributed Computers (TPDS), vol. 31, no. 6, pp. 1434-1446, DOI: 10.1109/TPDS.2020.2968068, Jun. 2020.

A. Louri, H. Zheng, "Agile: A Learning-enabled Power and performance-Efficient Network-onChip Design," IEEE Transactions on Emerging Topics in Computing (TETC), DOI: 10.1109/TETC.2020.3003496, Jun. 2020.

A. Louri, K. Wang, H. Zheng, "A Versatile and Flexible Chiplet-based System Design for Heterogeneous Manycore Architectures," 57th Design Automation Conference (DAC'20), 19-23 Jul. 2020.

R. Bunescu, Q. Fettes, A. Karanth, A. Louri, K. Shiflett, "Hardware-Level Thread Migration to Reduce On-Chip Data Movement with Reinforcement Learning," International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), 20-25 Sep. 2020.

Y. Chen, A. Louri, "Learning-based Quality Management for Approximate Communication in Network-on-Chips," International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), 20-25 Sep. 2020.

A. Louri, K. Wang, "CURE: High-Performance, Low-Power, Fault-Secure Network-on-Chip Architecture Using Reinforcement Learning", IEEE Transactions on Parallel and Distributed Computers (TPDS), Volume. 31, issue 9, DOI: 10.1109/TPDS.2020.2986297, Sep. 2020.

A. Louri, K. Wang, H. Zheng, "TSA: Learning-Based Threat Detection and Mitigation for Secure System-On-Chip Architectures," IEEE Micro, Special Issue on Machine Learning for Systems, vol. 40, no. 5, Sep. 2020.

R. Bunescu, A. Karanth, A. Louri, K. Shiflett, "Energy-Efficient Multiply-andAccumulate Using Silicon Photonics for Deep Neural Networks," 2020 IEEE Photonics Conference (IPC), 27 Sep.-1 Oct. 2020.

David Nagel

D. J. Nagel, B. Sisik, "Review of Seebeck Calorimeters Used in LENR Experiments" Journal of Condensed Matter Nuclear Science, vol. 33, pp. 234-251, 2020.

Omur Ozel

O. Ozel, P. Rafiee, “Active Status Update Packet Drop Control in an Energy Harvesting Node,” IEEE SPAWC, Atlanta, GA, USA, May 2020.

O. Ozel, S. Subramaniam, P. Zou, “On Age and Value of Information in Status Update Systems,” IEEE WCNC, Seoul, Korea, May 2020.

O. Ozel, “Timely Status Updating Through Intermittent Sensing and Transmission,” IEEE ISIT, Los Angeles, CA, USA, Jun. 2020.

O. Ozel, S. Subramaniam, P. Zou, "Waiting Before Serving: A Companion to Packet Management in Status Update Systems," IEEE Transactions on Information Theory, vol. 66, no. 6, pp. 3864-3877, Jun. 2020.

O. Ozel, P. Rafiee, S. Subramaniam, P. Zou, “Maintaining Information Freshness in Power-Efficient Status Update Systems,” IEEE INFOCOM Age of lnformation Workshop, Toronto, Canada, Jul. 2020.

Volker Sorger

R. Amin, H. Dalir, K. Kikunage, Z. Ma, M. Miscuglio, V. J. Sorger, S. Sun, M. Tahersima, H. Wang, "Compact Graphene Plasmonic Slot Photodetector on Silicon-on-insulator with High Responsivity," ACS Photonics, vol. 7, no. 4, pp. 932-940, Apr. 2020.

T. EI-Ghazawi. A. Mehrabian, V.J. Sorger. "A Design Methodology for Post-Moore's Law Accelerators: The Case of a Photonic Neuromorphic Processor," arXiv preprint arXiv:2006.08533, Jun. 2020.

M. Miscuglio, V. J. Sorger, "Photonic Tensor Cores for Machine Learning," Applied Physics Reviews, 2020.

Suresh Subramaniam

H. Hasegawa, M. Jinno, T. Kuno, Y. Mori, S. Subramaniam, "High-throughput and High-port-count Optical Cross-connects Using Flexible Waveband Routing," Proc. ONDM, May 2020.

O. Ozel, S. Subramaniam, P. Zou, “On Age and Value of Information in Status Update Systems,” IEEE WCNC, Seoul, Korea, May 2020.

S. Subramaniam, M. Tian, G. Venkataramani, A. Vishwanath, "SpinSmart: Exploring Optimal Server Fan Speeds to Improve Overall System Energy Consumption," Proc. Workshop on Energy-Efficient Data Centers, Jun. 2020.

S. Subramaniam, J. Zhao, "Virtual Network Mapping in Elastic Optical Networks with Advance Reservation," Proc. ICC, Jun. 2020.

H. Hasegawa, M. Jinno, S. Subramaniam, R. Zou, "Link-protection and FIPP P-cycle Designs in Translucent Elastic Optical Networks,” IEEE/OSA Journal of Optical Communications and Networking, vol. 12, no. 7, pp. 163-176, Jul. 2020.

O. Ozel, P. Rafiee, S. Subramaniam, P. Zou, “Maintaining Information Freshness in Power-Efficient Status Update Systems,” IEEE INFOCOM Age of lnformation Workshop, Toronto, Canada, Jul. 2020.

Guru Prasadh Venkataramani

M. Doroslovacki, H. Fang, G. Venkataramani, "Cache-zoomer: On Demand High-resolution Cache Monitoring for Security," Journal of Hardware and Systems Security, vol. 4, no. 7 pp. 180-195, Jun. 2020.

Mona Zaghloul

S. Ahmadi, M. Dashti, R. Karimian, M. Zaghloul, "High Resolution Beam Switch Antenna Based on the Modified CRLH Transmission Line," Engineering Reports, e12287, 2020.