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2020

A computational model for nanosecond pulse laser-plasma interactions

Munafò, A., Alberti, A., Pantano, C., Freund, J. B. & Panesi, M., Apr 1 2020, In : Journal of Computational Physics. 406, 109190.

Research output: Contribution to journalArticle

A framework for supporting the development of verifiably safe medical best practice guideline systems

Guo, C., Fu, Z., Zhang, Z., Ren, S. & Sha, L., Mar 2020, In : Journal of Systems Architecture. 104, 101693.

Research output: Contribution to journalArticle

A multilevel sampled-data approach for resilient navigation and control of autonomous systems

Jafarnejadsani, H., Wan, N., Hovakimyan, N. & Voulgaris, P. G., Feb 1 2020, In : International Journal of Robust and Nonlinear Control. 30, 3, p. 1071-1097 27 p.

Research output: Contribution to journalArticle

Analysis, Estimation, and Validation of Discrete-Time Epidemic Processes

Pare, P. E., Liu, J., Beck, C. L., Kirwan, B. E. & Basar, T., Jan 2020, In : IEEE Transactions on Control Systems Technology. 28, 1, p. 79-93 15 p., 8488684.

Research output: Contribution to journalArticle

Analytical convergence regions of accelerated gradient descent in nonconvex optimization under Regularity Condition

Xiong, H., Chi, Y., Hu, B. & Zhang, W., Mar 2020, In : Automatica. 113, 108715.

Research output: Contribution to journalArticle

A Physics-Based Compact Model for Ultrathin Black Phosphorus FETs - Part I: Effect of Contacts, Temperature, Ambipolarity, and Traps

Yarmoghaddam, E., Haratipour, N., Koester, S. J. & Rakheja, S., Jan 2020, In : IEEE Transactions on Electron Devices. 67, 1, p. 389-396 8 p., 8920102.

Research output: Contribution to journalArticle

A Physics-Based Compact Model for Ultrathin Black Phosphorus FETs-Part II: Model Validation against Numerical and Experimental Data

Yarmoghaddam, E., Haratipour, N., Koester, S. J. & Rakheja, S., Jan 2020, In : IEEE Transactions on Electron Devices. 67, 1, p. 397-405 9 p., 8936555.

Research output: Contribution to journalArticle

A swarm-based approach to dynamic coverage control of multi-agent systems

Atınç, G. M., Stipanović, D. M. & Voulgaris, P. G., Feb 2020, In : Automatica. 112, 108637.

Research output: Contribution to journalArticle

Connecting Image Denoising and High-Level Vision Tasks via Deep Learning

Liu, D., Wen, B., Jiao, J., Liu, X., Wang, Z. & Huang, T. S., Jan 1 2020, In : IEEE Transactions on Image Processing. 29, p. 3695-3706 12 p., 8960640.

Research output: Contribution to journalArticle

Cooperative avoidance control with velocity-based detection regions

Rodriguez-Seda, E. J. & Stipanovic, D. M., Apr 2020, In : IEEE Control Systems Letters. 4, 2, p. 432-437 6 p., 8862933.

Research output: Contribution to journalArticle

Distributed learning of average belief over networks using sequential observations

Zhang, K., Liu, Y., Liu, J., Liu, M. & Başar, T., May 2020, In : Automatica. 115, 108857.

Research output: Contribution to journalArticle

Enhanced Electrical and Mechanical Properties of Chemically Cross-Linked Carbon-Nanotube-Based Fibers and Their Application in High-Performance Supercapacitors

Wang, G., Kim, S. K., Wang, M. C., Zhai, T., Munukutla, S., Girolami, G. S., Sempsrott, P. J., Nam, S., Braun, P. V. & Lyding, J. W., Jan 28 2020, In : ACS Nano. 14, 1, p. 632-639 8 p.

Research output: Contribution to journalArticle

Estimation of Backscatter Coefficients Using an in Situ Calibration Source

Nguyen, T. N., Tam, A. J., Do, M. N. & Oelze, M. L., Feb 2020, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 67, 2, p. 308-317 10 p., 8851294.

Research output: Contribution to journalArticle

Faster subgradient methods for functions with Hölderian growth

Johnstone, P. R. & Moulin, P., Mar 1 2020, In : Mathematical Programming. 180, 1-2, p. 417-450 34 p.

Research output: Contribution to journalArticle

FFT, FMM, and multigrid on the road to exascale: Performance challenges and opportunities

Ibeid, H., Olson, L. & Gropp, W., Feb 2020, In : Journal of Parallel and Distributed Computing. 136, p. 63-74 12 p.

Research output: Contribution to journalArticle

Hydrodynamic ejection caused by laser-induced optical breakdown

Wang, J. M., Buchta, D. A. & Freund, J. B., Jan 1 2020, (Accepted/In press) In : Journal of Fluid Mechanics. A16.

Research output: Contribution to journalArticle

Laser-induced non-equilibrium plasma kernel dynamics

Alberti, A., Munafo, A., Koll, M., Nishihara, M., Pantano, C., Freund, J. B., Elliott, G. S. & Panesi, M., Jan 1 2020, In : Journal of Physics D: Applied Physics. 53, 2, 025201.

Research output: Contribution to journalArticle

Modeling yield response to crop management using convolutional neural networks

Barbosa, A., Trevisan, R., Hovakimyan, N. & Martin, N. F., Mar 2020, In : Computers and Electronics in Agriculture. 170, 105197.

Research output: Contribution to journalArticle

Open Access

Model selection with covariance matching based non-negative lasso

Owrang, A., Bresler, Y. & Jansson, M., May 2020, In : Signal Processing. 170, 107431.

Research output: Contribution to journalArticle

Monolithic mtesla-level magnetic induction by self-rolled-up membrane technology

Huang, W., Yang, Z., Kraman, M. D., Wang, Q., Ou, Z., Rojo, M. M., Yalamarthy, A. S., Chen, V., Lian, F., Ni, J. H., Liu, S., Yu, H., Sang, L., Michaels, J., Sievers, D. J., Gary Eden, J., Braun, P. V., Chen, Q., Gong, S., Senesky, D. G. & 2 others, Pop, E. & Li, X., Jan 17 2020, In : Science Advances. 6, 3, eaay4508.

Research output: Contribution to journalArticle

Open Access

Multiscale online media simulation with SocialCube

Abdelzaher, T., Han, J., Hao, Y., Jing, A., Liu, D., Liu, S., Nguyen, H. H., Nicol, D. M., Shao, H., Wang, T., Yao, S., Zhang, Y., Malik, O., Dipple, S., Flamino, J., Buchanan, F., Cohen, S., Korniss, G. & Szymanski, B. K., Jan 1 2020, (Accepted/In press) In : Computational and Mathematical Organization Theory.

Research output: Contribution to journalArticle

Provably optimal parallel transport sweeps on semi-structured grids

Adams, M. P., Adams, M. L., Hawkins, W. D., Smith, T., Rauchwerger, L., Amato, N. M., Bailey, T. S., Falgout, R. D., Kunen, A. & Brown, P., Apr 15 2020, In : Journal of Computational Physics. 407, 109234.

Research output: Contribution to journalArticle

Regular sensitivity computation avoiding chaotic effects in particle-in-cell plasma methods

Chung, S. W., Bond, S. D., Cyr, E. C. & Freund, J. B., Jan 1 2020, In : Journal of Computational Physics. 400, 108969.

Research output: Contribution to journalArticle

Speech technology for unwritten languages

Scharenborg, O., Ondel, L., Palaskar, S., Arthur, P., Ciannella, F., Du, M., Larsen, E., Merkx, D., Riad, R., Wang, L., Dupoux, E., Besacier, L., Black, A. W., Hasegawa-Johnson, M., Metze, F., Neubig, G., Stueker, S., Godard, P. & Mueller, M., Jan 1 2020, (Accepted/In press) In : IEEE/ACM Transactions on Audio Speech and Language Processing.

Research output: Contribution to journalArticle

Stationary edge flames in a wedge with hydrodynamic variable-density interaction

Shields, B., Freund, J. B. & Pantano, C., Jan 2020, In : Combustion and Flame. 211, p. 347-361 15 p.

Research output: Contribution to journalArticle

Transform Learning for Magnetic Resonance Image Reconstruction: From Model-Based Learning to Building Neural Networks

Wen, B., Ravishankar, S., Pfister, L. & Bresler, Y., Jan 2020, In : IEEE Signal Processing Magazine. 37, 1, p. 41-53 13 p., 8962391.

Research output: Contribution to journalArticle

Ultrafast magnetic resonance spectroscopic imaging using SPICE with learned subspaces

Lam, F., Li, Y., Guo, R., Clifford, B. & Liang, Z. P., Feb 1 2020, In : Magnetic Resonance in Medicine. 83, 2, p. 377-390 14 p.

Research output: Contribution to journalArticle

WSEmail: An architecture and system for secure Internet messaging based on web services

May, M. J., Lux, K. D. & Gunter, C. A., Jan 1 2020, (Accepted/In press) In : Service Oriented Computing and Applications.

Research output: Contribution to journalArticle

You can't always sketch what you want: Understanding sensemaking in visual query systems

Lee, D. J. L., Lee, J., Siddiqui, T., Kim, J., Karahalios, K. & Parameswaran, A., Jan 2020, In : IEEE Transactions on Visualization and Computer Graphics. 26, 1, p. 1267-1277 11 p., 8807280.

Research output: Contribution to journalArticle

2019

34-GBD linear transimpedance amplifier for 200-Gb/s DP-16-QAM optical coherent receivers

Ahmed, M. G., Huynh, T. N., Williams, C., Wang, Y., Hanumolu, P. K. & Rylyakov, A., Mar 2019, In : IEEE Journal of Solid-State Circuits. 54, 3, p. 834-844 11 p., 8570782.

Research output: Contribution to journalArticle

A 0.016 mm2 0.26-μ W/MHz 60-240-MHz Digital PLL With Delay-Modulating Clock Buffer in 65 nm CMOS

Zhu, J., Choi, W. S. & Hanumolu, P. K., Aug 2019, In : IEEE Journal of Solid-State Circuits. 54, 8, p. 2186-2194 9 p., 8723106.

Research output: Contribution to journalArticle

A 15-Gb/s sub-baud-rate digital CDR

Kim, D., Choi, W. S., Elkholy, A., Kenney, J. & Hanumolu, P. K., Mar 2019, In : IEEE Journal of Solid-State Circuits. 54, 3, p. 685-695 11 p., 8599124.

Research output: Contribution to journalArticle

A 2.5-5.75-GHz Ring-Based Injection-Locked Clock Multiplier with Background-Calibrated Reference Frequency Doubler

Elkholy, A., Coombs, D., Nandwana, R. K., Elmallah, A. & Hanumolu, P. K., Jul 2019, In : IEEE Journal of Solid-State Circuits. 54, 7, p. 2049-2058 10 p., 8691469.

Research output: Contribution to journalArticle

A 6 μ W ±50 ppm/°C ±1500 ppm/V 1.5 MHz RC oscillator using self-regulation

Wang, T., Griffith, D., Ahmed, M. G., Zhu, J., Wei, D., Elkholy, A., Elmallah, A. & Hanumolu, P. K., Aug 2019, In : IEEE Transactions on Circuits and Systems II: Express Briefs. 66, 8, p. 1297-1301 5 p., 8556499.

Research output: Contribution to journalArticle

A big data approach to computational creativity: The curious case of Chef Watson

Varshney, L. R., Pinel, F., Varshney, K. R., Bhattacharjya, D., Schörgendorfer, A. & Chee, Y. M., Jan 1 2019, In : IBM Journal of Research and Development. 63, 1, 8618410.

Research output: Contribution to journalArticle

A Binning Approach to Quickest Change Detection With Unknown Postchange Distribution

Lau, T. S., Tay, W. P. & Veeravalli, V. V., Feb 1 2019, In : IEEE Transactions on Signal Processing. 67, 3, p. 609-621 13 p., 8537967.

Research output: Contribution to journalArticle

Accounting for uncertainty in RCCE species selection

Cisneros-Garibay, E., Pantano, C. & Freund, J. B., Oct 2019, In : Combustion and Flame. 208, p. 219-234 16 p.

Research output: Contribution to journalArticle

Adaptive covariance estimation of LiDAR-based positioning errors for UAVs

Shetty, A. & Xingxin Gao, G., Jun 1 2019, In : Navigation, Journal of the Institute of Navigation. 66, 2, p. 463-476 14 p.

Research output: Contribution to journalArticle

Adaptive sequential machine learning

Wilson, C., Bu, Y. & Veeravalli, V. V., Oct 2 2019, In : Sequential Analysis. 38, 4, p. 545-568 24 p.

Research output: Contribution to journalArticle

Adaptive Sequential Stochastic Optimization

Wilson, C., Veeravalli, V. V. & Nedic, A., Feb 2019, In : IEEE Transactions on Automatic Control. 64, 2, p. 496-509 14 p., 8316928.

Research output: Contribution to journalArticle

Adaptive sparse polynomial dimensional decomposition for derivative-based sensitivity

Tang, K., Wang, J. M. & Freund, J., Aug 15 2019, In : Journal of Computational Physics. 391, p. 303-321 19 p.

Research output: Contribution to journalArticle

A Distributed Architecture for Robust and Optimal Control of DC Microgrids

Baranwal, M., Askarian, A., Salapaka, S. & Salapaka, M., Apr 2019, In : IEEE Transactions on Industrial Electronics. 66, 4, p. 3082-3092 11 p., 8371523.

Research output: Contribution to journalArticle

Adjoint-based sensitivity and ignition threshold mapping in a turbulent mixing layer

Capecelatro, J., Bodony, D. J. & Freund, J., Jan 2 2019, In : Combustion Theory and Modelling. 23, 1, p. 147-179 33 p.

Research output: Contribution to journalArticle

A Fast Startup CMOS Crystal Oscillator Using Two-Step Injection

Megawer, K. M., Pal, N., Elkholy, A., Ahmed, M. G., Khashaba, A., Griffith, D. & Hanumolu, P. K., Dec 2019, In : IEEE Journal of Solid-State Circuits. 54, 12, p. 3257-3268 12 p., 8827914.

Research output: Contribution to journalArticle

Agbots: Weeding a field with a team of autonomous robots

McAllister, W., Osipychev, D., Davis, A. & Chowdhary, G., Aug 2019, In : Computers and Electronics in Agriculture. 163, 104827.

Research output: Contribution to journalArticle

Open Access

A mean-field optimal control formulation for global optimization

Zhang, C., Taghvaei, A. & Mehta, P. G., Jan 2019, In : IEEE Transactions on Automatic Control. 64, 1, p. 282-289 8 p., 8353737.

Research output: Contribution to journalArticle