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Luca Daniel

Luca Daniel
Emanuel E. Landsman Associate Professor of Electrical Engineering

 

ARTICLES IN JOURNALS AND REFEREED CONFERENCES:

1996

  • L. Daniel, C. R. Sullivan and S. R. Sanders, "Design of Microfabricated Inductors", in Proceedings of the 27th Annual IEEE Power Electronics Specialists Conference, Baveno, Italy, pt. 2, vol. 2, p. 1447-55, June 1996.

1999

  • L. Daniel, C. R. Sullivan, S. R. Sanders. “Design of Microfabricated Inductors”, IEEE Transactions on Power Electronics, vol. 14, no. 4, p. 709-23, July 1999. (IEEE Power Electronic Society Award for Best Journal Paper in the year 1999).

2000

  • L. Daniel, J. White, A. Sangiovanni-Vincentelli, "Electromagnetic Modeling using Conduction Modes as Global Basis Functions", TECHCON 2000 conference, Phoenix AZ, 21-24 September 2000. (Techcon Best Paper in Session, and Best Overall Presentation Awards).
  • L. Daniel, A. Sangiovanni-Vincentelli, J. White, "Electromagnetic Modeling using Conduction Modes as Global Basis Functions", in Proceedings of the IEEE 9th Conference on Electrical Performance of Electronic Packages and Systems, Scottsdale, AZ, p. 203-6, October 2000. (IBM Corporation EPEPS Prize Paper Award).

2001

2002

2003

2004

2005

2007

2008

2009

  • T. Moselhy, I. M. Elfadel, L. Daniel, “A Generalized Floating Random Walk Algorithm for Variation-Aware Electrical Extraction,” submitted to IEEE Transaction on Computer Aided Design of Integrated Circuits and Systems, 14 pages, May 2009.
  • B. N. Bond, Z. Mahmood, R. Sredojevic, Y. Li, A. Megretski, V. Stojanovic, Y. Avniel, and L. Daniel, “Compact Modeling of Nonlinear Analog Circuits using System Identification via Semi-Definite Programming and Robustness Certification,” submitted to IEEE Transaction on Computer Aided Design of Integrated Circuits and Systems, 14 pages, June 2009.
  • T. Moselhy, L. Daniel, “Efficient Solution Techniques of Stochastic Linear Systems of Equations for Variation-Aware Impedance Extraction,” submitted to IEEE Transaction on Computer Aided Design of Integrated Circuits and Systems, 14 pages, June 2009.
  • Y. C. Hsiao, T. Moselhy, L. Daniel, “Efficient Capacitance Solver for 3D Interconnect Based on Template-Instantiated Basis Functions,” in Proceedings of the 18th Conference on Electrical Performance of Electronic Packaging and Systems, 4 pages, Portland, Oregon, October 2009.
  • B. N. Bond, L. Daniel, "Stable Macromodels for Nonlinear Descriptor Systems through Piecewise-Linear Approximation and Projection", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 28, no. 10, p. 1467-1480, October 2009.
  • K. C. Sou, A. Megretski, L. Daniel, “Convex Relaxation Approach to the Identification of the Wiener-Hammerstein Model,” submitted to Automatica, Journal of the International Federation of Automatic Control, 14 pages, September, 2009.
  • T. Moselhy, I. M. Elfadel, L. Daniel, “A Hierarchical Floating Random Walk Algorithm for Fabric-Aware 3D Capacitance Extraction,” in Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 7 pages, San Jose, California November 2009. (ICCAD Best Paper Award Nomination)

2010

  • Z. Mahmood, T. Moselhy, L. Daniel, “Passive Reduced Order Modeling of Multiport Interconnects via Semidefinite Programming”, IEEE Conference on Design Automation and Test in Europe (DATE), March 2010. 
  • T. Moselhy, L. Daniel, “Variation-Aware Interconnect Extraction using Statistical Moment Preserving Model Order Reduction,” IEEE Conference on Design Automation and Test in Europe (DATE), March 2010.  (DATE Best Paper Award Nomination).
  • B. Bond, L. Daniel, “Model Order Reduction for Analog Integrated Circuits”, IEEE/ACM Design Automation Conference, Anaheim, CA, June 2010.
  • T. El-Moselhy, L. Daniel, “Stochastic Dominant Singular Vectors Method for Variation-Aware Extraction,” IEEE/ACM Design Automation Conf., Anaheim, CA, June 2010.
  • Y.C. Hsiao, T. El-Moselhy, L. Daniel, “FastCaplet: A Template-Based Capacitance Field Solver for 3D VLSI Interconnect,” in Proc. of the 28th Progress in Electromagnetic Research Symposium, Cambridge, July 2010.
  • T. El-Moselhy, L. Daniel “Electromagnetic Simulation for Variation-Aware Interconnect Parasitic Extraction,” In Proc. of the 28th Progress in Electromagnetics Research Symposium, Cambridge, MA, July 2010.
  • B. Bond, Z. Mahmood, R. Sredojevic, Y. Li, A. Megretski, V. Stojanovic, Y. Avniel, L. Daniel, “Compact Stable Modeling of Nonlinear Analog Circuits using System Identification via Semi-Definite Programming and Robustness Certification,” IEEE Trans. on Computer Aided Design of Integrated Circuits and Systems, vol. 29,no 8, p. 1149-1162, August 2010.
  • Z. Mahmood, B. Bond, L. Daniel, “System Level Modeling and Simulation of Analog Circuits Using Semidefinite Programming Based Compact Modeling Techniques”, Proc. of TECHCON 2010 conference, Austin, TX, 13-14 Sept. 2010. (Techcon Best Paper and Presentation Award).
  • Z. Mahmood, L. Daniel, "Circuit Synthesizable Guaranteed Passive Modeling for Multiport Structures ", Proc. of Behavioral Modeling and Simulation Conference (BMAS), San Jose, CA, Sept. 2010.
  • T. Moselhy, I. Elfadel, L. Daniel, “A Markov Chain Based Hierarchical Algorithm for Capacitance Extraction”, IEEE Trans. on Advanced Packaging, vol. 33,no 4,p. 818-828, Nov. 2010. (TAP Invited Paper).

2011

  • Z. Zhang, Q. Wang, N. Wong, L. Daniel, “A moment-matching scheme for the passivity-preserving model order reduction of indefinite descriptor systems with possible polynomial parts,” in Proc. Asia and South Pacific Design Automation Conference (ASP-DAC), pp. 49-54, Yokohama, Japan, Jan. 2011. (ASP-DAC Best Paper Award Nomination)
  • T. Moselhy, L. Daniel, “Variation-Aware Stochastic Extraction with Large Parameter Dimensionality: Review and Comparison of State of the Art Intrusive and Non-Intrusive Techniques”, International Symposium on Quality Electronic Design (ISQED), Santa Clara, CA March 2011. (ISQED Invited Paper)
  • Y. Hsiao, L. Daniel, “A Highly Scalable Parallel Boundary Element Method for Capacitance Extraction”, in Proc. of IEEE/ACM Design Automation Conf., San Diego, CA, June 2011.
  • Z. Mahmood, L. Daniel, "Guaranteed Passive Parameterized Modeling of Multiport Passive Circuit Blocks", Proc. of TECHCON11, Austin TX, Sept. 2011. (Techon Best Paper & Presentation Award).
  • Z. Zhang, I. M. Elfadel, L. Daniel, "Model order reduction of fully parameterized systems by recursive least square optimization," Int. Conf. Computer-Aided Design (ICCAD), pp. 523-530, San Jose, CA, Nov. 2011. (IEEE/ACM William J. McCalla ICCAD Best Paper Award Nomination)
  • R. Suaya, C. Xu, V. Kourkoulos, K. Banrejee, Z. Mahmood, L. Daniel, "Electromagnetic Characterization and Model Building for Passive Systems Including TSVs, for 3-D IC's Application", Proc. of IEEE Electrical Design of Advanced Packaging & Systems (EDAPS), Hangzhou, China, Dec. 2011.
  • T. El Moselhy, L. Daniel, "Stochastic Extraction for SoC and SiP Interconnect with Variability”, Proc. of IEEE Electrical Design of Advanced Packaging & Systems (EDAPS), Hangzhou, China, Dec. 2011. (EDAPS Invited Paper)

2012

  • Z. Mahmood, R. Suaya, L. Daniel, "An Efficient Framework for Passive Compact Dynamical Modeling of Multiport Linear Systems", Proc. of Design Automation & Test in Europe (DATE), pages 1203-1208, Dresden, Germany, March 2012.
  • R. Marathe, D. Weinstein, Z. Mahmood, R. Suaya and L. Daniel, “Automated Parameterized Dynamical Modeling of RF MEMS Resonators” TECHCON, Austin, TX, Sept. 2012.
  • Marathe, R.; Wang, W.; Mahmood, Z.; Daniel, L.; Weinstein, D., "Resonant body transistors in standard CMOS technology, "IEEE International Ultrasonics Symposium (IUS), 2012 , vol., no., pp.289,294, Dresden, Germany, October 2012
  • Marathe, R.; Wang, W.; Mahmood, Z.; Daniel, L.; Weinstein, D., "Resonant Body Transistors in IBM's 32nm SOI CMOS technology, " IEEE International SOI Conference (SOI), vol., no., pp.1,2, Napa, CA, October 2012

2013

  • L. Yu, O. Mysore, L. Wei, L. Daniel, D. A. Antoniadis, I. M. Elfadel, D. S. Boning, “An ultra-compact virtual source FET model for deeply-scaled devices: Para,” IEEE/ACM Asia and South Pacific Design Automation Conference, pp. 521-526, Yokohama, Japan, January 2013.
  • Z Mahmood and L Daniel, Passivity-preserving Algorithm for Multiport Parameterized Modeling in the Frequency Domain, In the proceedings of SIAM Conf. on Computational Science and Engineering, Boston February 2013.
  • Hsiao, Y.-C., and Daniel, L. Real-time Local Capacitance Extraction at Field-solver Accuracy Using Instantiable Basis Functions with Boundary Element Methods, In proc of the 33rd PIERS conference in Taipei, Taiwan, March, 2013
  • J. F. Villena, A. Hochman, L. M. Silveira, E. Adalsteinsson, L. L. Wald, J. K. White, and L. Daniel. “Pre-computed Green’s Functions for Fast Electromagnetic Simulation with Realistic Human Body Models.  International Society for Magnetic Resonance in Medicine 21st Annual Meeting and Exhibition (ISMRM 2013), April 2013, Salt Lake City, USA.
  • A. Hochman, J. F. Villena,  L. M. Silveira, E. Adalsteinsson, L. L. Wald, J. K. White, and L. Daniel. “A Fast Sampled Projection Method for Assessing Coil Configuration impact on SAR. International Society for Magnetic Resonance in Medicine 21st Annual Meeting and Exhibition (ISMRM 2013), April 2013, Salt Lake City, USA.
  • Z. Mahmood, B. Guerin, E. Adalsteinsson, L. Wald and L. Daniel, “An Automated Framework to Decouple pTx Arrays with Many Channels” in the proceedings of 21st Annual Meeting and Exhibition of International Society for Magnetic Resonance in Medicine, April 2013, Salt Lake City, USA.
  • Z. Mahmood, A. Chinea, G. Calafiore, S. Grivet-Talocia, L. Daniel, “Robust Localization Methods for Passivity Enforcement of Linear Macromodels”, IEEE workshop on Signal and Power Integrity Paris France, pp 1-4, Paris, France, May 2013.
  • M. Kamon, S. Maity, D. Dereus, Z. Zhang, S. Cunningham, S. Kim, J. McKillop, A. Morris, G. Lorenz and L. Daniel, “New simulation and experimental methodology for analyzing pull-in and release in MEMS switches,” Intl. Conf. Solid-State Sensors, Actuators and Microsystems (Transducers 2013 and Eurosensors XXVII), pp 2373-2376, Barcelona, Spain, June, 2013
  • A. G. Polimeridis, J. Fernandez Villena, L. Daniel and J. K. White. “Robust J-EFVIE Solvers Based on Purely Surface Integrals”. Proc. International Conference on Electromagnetics in Advanced Applications-ICEAA-IEEE APWC, pp. 724-727, Torino, Italy, September 2013.
  • J. Fernandez Villena, A. G. Polimeridis, A. Hochman, J. K. White, and L. Daniel. “Magnetic Resonance Specific Integral Equation solver Based on Pre-computed Numerical Green Functions”. Proc. International Conference on Electromagnetics in Advanced Applications - ICEAA-IEEE APWC, Torino, Italy, September 2013.
  • Y.-C. Hsiao and L. Daniel, “Sparse Basis Pursuit on Automatic Nonlinear Circuit Modeling,” in Proceedings of the IEEE 10th International Conference on ASIC, Hong Kong, October 2013.
  • Z. Zhang, T. El-Moselhy, P. Maffezzoni, I. M. Elfadel and L. Daniel, "Efficient uncertainty quantification for the periodic steady state of forced and autonomous circuits," IEEE Trans. Circuits and Systems II: Express Briefs (TCAS-2), vol. 60, no.10,  pp. 687-691, October 2013.
  • R. Marathe, B. Bahr, W. Wang, Z. Mahmood, L. Daniel and D. Weinstein, “Resonant Body Transistors in IBM’s 32nm SOI CMOS Technology”, IEEE Journal of Micro-Electro-Mechanical Systems, vol: PP, no. 99, October 2013.
  • Z. Zhang, T. El-Moselhy, I. M. Elfadel and L. Daniel, “Stochastic testing method for transistor-level uncertainty quantification based on generalized polynomial chaos,” IEEE Trans. Computer-Aided Design of Integrated Circuits and Systems, vol. 32, no. 10, pp. 1533-1545, October 2013. (IEEE Trans in Computer Aided Design Best Paper Award)
  • Z. Zhang, I. M. Elfadel and L. Daniel, "Uncertainty quantification for integrated circuits: Stochastic spectral methods," in Proc. Intl. Conf. Computer-Aided Design (ICCAD), pp. 803-810, San Jose, CA, Nov. 2013. (ICCAD Invited Paper)

2014

  • Z. Zhang, T. A. El-Moselhy, I. M. Elfadel and L. Daniel, "Calculation of generalized polynomial-chaos basis functions and Gauss quadrature rules in hierarchical uncertainty quantification," in IEEE Trans. Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 33, no. 5, pp. 728-740, 2014.
  • Z. Zhang, M. Kamon and L. Daniel, “Continuation-based pull-in and lift-off simulation algorithms for microelec- tromechanical systems,” IEEE/ASME Journal of Micro- electromechanical Systems, volume 23, issue 5, pages 1084-1093, (2014).
  • P. Maffezzoni, Z. Zhang and L. Daniel, "A study of deterministic jitter in crystal oscillators," in IEEE Trans. Circuits and Systems I, vol. 61-I, no.4, pp. 1044-1054, March 2014. (TCAD Popular Paper)
  • A. Hochman, J. Fernandez Villena, A. G. Polimeridis, L.M. Silveira, J. K. White, and L. Daniel. “Reduced-Or- der Models for Electromagnetic Scattering Problems”. IEEE Trans. on Antennas and Propagation, vol 62 Issue 6, pages 3150-3162, (2014).
  • N. Farnoosh, A. G. Polimeridis, T. Klemas, L. Daniel, “Accelerated domain interactions for magnetic resonance imaging (MRI) scattering multi-solvers via discrete empirical interpolation method”, VLSI-DAT conference, Taipei, Taiwan, April 2014.
  • Z. Mahmood, B. Guérin, B. Keil, E. Adalsteinsson, L. L. Wald and L. Daniel. “Design of a Robust Decoupling Matrix for High Field Parallel Transmit Arrays”. International Society for Magnetic Resonance in Medicine (ISMRM) 2014 Annual Meeting. Milan, Italy May, 2014. (ISMRM Magna Cum Laude Merit Paper Award).
  • B. Guerin, J. Fernandez Villena, A. G. Polimeridis, E. Adalsteinsson, L. Daniel, J. K. White, and L.L. Wald. “Ultimate SNR and global SAR computations for realistic human body models”. International Society for Magnetic Resonance in Medicine (ISMRM) 2014 Annual Meeting. Milan, Italy May, 2014.
  • J. Fernandez Villena, A. G. Polimeridis, B. Guerin, Y. Eryaman, L. L. Wald, E. Adalsteinsson, J. K. White, and L. Daniel. “Fast Electromagnetic Analysis of Transmit RF Coils based on Accelerated Integral Equation Methods”. International Society for Magnetic Resonance in Medicine (ISMRM) 2014 Annual Meeting. Milan, Italy May, 2014. (ISMRM Summa cum Laude Merit Award)
  • Z. Mahmood, B. Guérin, B. Keil, E. Adalsteinsson, L. L. Wald and L. Daniel. “Design of a Robust Decoupling Matrix for High Field Parallel Transmit Arrays”. International Society for Magnetic Resonance in Medicine (ISMRM) 2014 Annual Meeting. Milan, Italy May, 2014.
  • A. G. Polimeridis, J. Fernandez Villena, L. Daniel, and J. K. White. “Stable FFT-JVIE solvers for fast analysis of highly inhomogeneous dielectric objects”. Journal of Computational Physics, vol: 269, pp: 280-296, July 2014.**
  • Z Mahmood, S G-Talocia, A Chinea, G C. Calafiore, L Daniel, “Efficient Localization Methods for Passivity Enforcement of Linear Dynamical Models.” IEEE Trans. on CAD of IC & Systems 33(9): 1328-1341 (2014).
  • Z. Zhang, X. Yang, G. Marucci, P. Maffezzoni, I. M. Elfadel, G. Karniadakis and L. Daniel, ``Stochastic testing simulator for integrated circuits and MEMS: Hierarchical and sparse techniques,'' IEEE Custom Integrated Circuits Conf. (CICC), 8 pages, San Jose, CA., Sept. 2014. (CICC Invited Paper, Best Paper Nomination)
  • Z. Mahmood, S. Grivet-Talocia, G.C. Calafiore, L. Daniel (2014). Optimal passivity enforcement of state-space models via localization methods. In: Electrical Performance of Electronic Packaging and Systems (EPEPS), 2014 IEEE 23rd Conference on, Portland, OR, 26-29 Oct. 2014. pp. 89-92 (EPEPS Best student paper award)

2015

  • P. Maffezzoni, B. Bahr, Z. Zhang, L. Daniel: Analysis and Design of Weakly Coupled LC Oscillator Arrays Based on Phase-Domain Macromodels. IEEE Trans. on CAD of Integrated Circuits and Systems 34(1): 77-85 (Jan 2015). (TCAD Popular Paper)
  • Z. Zhang, X. Yangl, G. E. Karniadakis, I. V. Oseledets, L. Daniel "High-Dimensional Hierarchical Uncertainty Quantification for Electronic Systems", SIAM UQ Jan 2015.
  • Z Zhang, X Yang, I V. Oseledets, G E. Karniadakis, L. Daniel: Enabling High-Dimensional Hierarchical Uncertainty Quantification by ANOVA and Tensor-Train Decomposition. IEEE Trans. on CAD of Integrated Circuits & Systems 34(1): 63-76 (Jan 2015). (TCAD Popular Paper)
  • T-W Weng, Z Zhang, Z Su, Y Marzouk, A Melloni, L Daniel "Uncertainty quantification of silicon photonic devices with correlated and non-Gaussian random parameters." Optics express 23, no. 4 (Feb 2015): 4242-4254.
  • J. F. Villena, A. G. Polimeridis, B. Guerin, L. L. Wald, E. Adalsteinsson, J. K. White, L. Daniel "Fast Analysis of MRI Coils: EM basis generation & Pre-computed Green Functions" Design Automation Conference, Grenoble, March 2015.
  • C.D. Samolis, L. Daniel, A hybrid FDTD-transfer matrix method applicable to adiabatic photonic simulation. 31st International Review of Progress in Applied Computational Electromagnetics (ACES), March 2015.
  • Zhang, Z., G. E. Karniadakis, I. Oseledets, and L. Daniel, “High-Dimensional Hierarchical Uncertainty Quantification for Electronic Systems”, SIAM Conf. on Computational Science and Engineering, Salt Lake City, UT, March 2015.
  • Zhang, Z., I. Elfadel, and L. Daniel, “Uncertainty Quantification for Integrated Circuits and MEMS,” SIAM Conf. on Computational Science and Engineering, Salt Lake City, UT, March 2015.
  • Weng, T.-W., Z. Zhang, and L. Daniel, “Fast Stochastic Simulation of Non-Gaussian Correlated Process Variations,” SIAM Conf. on Computational Science and Engineering, Salt Lake City, UT, March 2015.
  • P. Maffezzoni, L. Daniel, N. Shukla, S. Datta, A. Raychowdhury, V. Narayanan, ``Modelling hysteresis in vanadium dioxide oscillators,'' IET Electronics Letters , vol 51, no. 11, pp. 819-820, May 2015.
  • P. Maffezzoni, B. Bahr, Z. Zhang, L. Daniel: Oscillator Array Models for Associative Memory and Pattern Recognition. IEEE Trans. on Circuits and Systems 62-I(6): 1591-1598 (Jun 2015).
  • Z. Zhang, PhD Thesis (advisee): Uncertainty Quantification for Integrated Circuits and Microelectromechanical Systems (PDF file). (2016 ACM Outstanding Ph.D Dissertation Award in EDA, 2015 MIT Microsystems Technology  Laboratory (MTL) Doctoral Dissertation Seminar Award)
  • H. Liu, L. Daniel, N. Wong: Model Reduction and Simulation of Nonlinear Circuits via Tensor Decomposition. IEEE Trans. on CAD of Integrated Circuits and Systems 34(7): 1059-1069 Jul 2015.
  • Z. Mahmood,  P. McDaniel, B. Guerin, B. Keil, M. Vester, E. Adalsteinsson, L.L. Wald, L. Daniel. "General design approach and practical realization of decoupling matrices for parallel transmission coils." Magnetic resonance in medicine (Jul 2015).
  • I. Butterworth, J. Seralles, C.S. Mendoza, L. Giancardo, L. Daniel: A wearable physiological hydration monitoring wristband through multi-path non-contact dielectric spectroscopy in the microwave range. IEEE MTT-S 2015 (IMWS-BIO), Taipei, Page(s):60-61 Sep. 2015 (IMWS-BIO Best Student Paper Award)
  • P. Maffezzoni, L. Daniel, N. Shukla, S. Datta, A. Raychowdhury: Modeling and Simulation of Vanadium Dioxide Relaxation Oscillators. IEEE Trans. on Circuits & Systems 62(9):2207-2215 Sep 2015 (TCAS1 Popular Paper)
  • H. Liu, X. Y.Z. Xiong, K. Batselier, L. Jiang, L. Daniel, Ngai Wong: STAVES: Speedy Tensor-Aided Volterra-Based Electronic Simulator. International Conference on Computer Aided Design, Austin, TX Nov. 2015: 583-588.
  • Z. Zhang, L. Daniel,: State of the Art and Recent Progress in Uncertainty Quantification for Electronic Systems" IEEE/ACM Workshop on Variability Modeling and Characterization (VMC) 2015 Nov 2015 Austin, TX.

2016

  • Z. Zhang, L. Daniel, "Towards High-Dimensional Uncertainty Quantification: a Tensor Perspective", National Radio Science Meeting, Boulder CO, Jan. 2016.
  • Z. Zhang, L. Daniel, “Uncertainty quantification for electronic systems: state of the art and recent progress,” IEEE/ACM Asia and South Pacific Design Automation Conference (ASP-DAC), Macau, Jan. 2016. (invited tutorial).
  • Y.C. Hsiao, L. Daniel. "CAPLET: A Highly Parallelized Field Solver for Capacitance Extraction Using Instantiable Basis Functions." IEEE Trans on Computer-Aided Design of Integr. Circuits & Systems, Vol:35, Issue:3 March 2016.
  • P. Maffezzoni, B. Bahr, Z. Zhang, L. Daniel: Reducing Phase Noise in Multi-Phase Oscillators. IEEE Trans. on Circuits and Systems 63-I(3): 379-388. March 2016.
  • W. Yu B. Zhang, C. Zhang, H Wang, L. Daniel, “Utilizing Macromodels in Floating Random Walk Based Capacitance Extraction", IEEE/ACM Design Automation Conf in Europe, Dresden. March 2016 (IEEE DATE Best Paper Award)
  • T-W. Weng, L Daniel, "Robust Optimization for Silicon Photonics Process Variations", SIAM Conference on Uncertainty Quantification (UQ16), Lousanne, April 2016.
  • B. Bahr, L. Daniel, D. Weinstein: “Optimization of Unreleased CMOS-MEMS RBTs.” IEEE International Frequency Control Symposium IFCS 2016, New Orleans, LA, May 2016.
  • Z. Zhang, T.-W. Weng, L. Daniel, "A big-data approach to handle process variations: uncertainty quantification by tensor recovery," IEEE Workshop on Signal and Power Integrity, 4 pages, Turin, Italy,  May 2016. (SPI Best Paper Award)
  • J.E.C. Serrallés, A.G. Polimeridis, M.V. Vaidya, G. Haemer, J.K. White, D.K.Sodickson, L. Daniel, R. Lattanzi. “Global Maxwell Tomography: a novel technique for electrical properties mapping without symmetry assumptions or edge artifacts”, ISMRM Singap, May 2016. (ISMRM Best Poster Award Finalist Candidate)
  • B. Guerin, J. F. Villena, A. G. Polimeridis, E. Adalsteinsson, L. Daniel, J. K. White, and L. L. Wald. “Use of the ultimate signal-to-noise ratio to assess the impact of coil coverage for brain imaging”. ISMRM, May 2016.
  • B. Guerin, J. F. Villena, A. G. Polimeridis, E. Adalsteinsson, L. Daniel, J. K. White, B. R. Rosen, and L. L. Wald. “Ultimate hyperthermia: Computation of the best achievable radio-frequency hyperthermia treatments in non-uniform body models.” ISMRM, May 2016.
  • J.E.C. Serrallés, L. Daniel, J.K. White, D.K. Sodickson, R. Lattanzi, and A.G. Polimeridis. “Global Maxwell Tomography: a novel technique for electrical properties mapping based on MR measurements and volume integral equation formulations”, Int. Symp AP-S–URSI, Fajardo, Puerto Rico, June 2016.
  • L. D’Alessandro, B. Bahr, L. Daniel, D. Weinstein, R. Ardito: BESO Approach to Topology Optimization of GaN Phononic Crystals. ECCOMAS, Crete,  June 2016.
  • Bichoy Bahr, PhD Thesis (advisee): monolithically integrated MEMS resonators and oscillators in standard IC technology June 2016. (MIT Microsystems Technology  Laboratory (MTL) Doctoral Dissertation Seminar Award 2016)
  • D Melati, TW Weng, L Daniel, A Melloni, “Stochastic Optimization of Photonic Circuits by Combined Generalized Polynomial Chaos Model”, signal Processing in Photonic Communications, JTu4A. 9, July 2016
  • J. K. White,  A. Polimeridis, J. F. Villena, L. Daniel, and R. Zhang, “Voxelized geometries, volume integral equations, and the reemergence of FFT-based sparsification,” SIAM Annual Meeting, July 2016.
  • D. Melati; T-W Weng; L. Daniel; A. Melloni, “Generalized polynomial chaos expansion for photonic circuits optimization”, 21st OptoElectronics and Communications Conf. (OECC), July 2016.
  • P. Maffezzoni, B. Bahr, Z. Zhang, and L. Daniel, “Analysis and design of Boolean associative memories made of resonant oscillator arrays,” IEEE Trans. Circuits and Systems I: Regular Papers, vol. 63, no. 11, pp. 1964-1973, Nov. 2016.
  • J. F. Villena, A. Polimeridis, Y. Eryaman, E. Adalsteinsson, L. Wald, J. White, L. Daniel. "Fast Electromagnetic Analysis of Transmit RF Coils based on Accelerated Integral Equation Methods". IEEE Trans Biomed Eng.; 63(11):2250-2261. Nov 2016
  • Tsui-Wei Weng, Daniele Melati, Andrea Melloni and Luca Daniel. “Non-Gaussian Correlated Process Variations in Integrated Photonics”, 11th Women in Machine Learning Workshop (WiML) Dec. 2016

2017

  • T-W Weng, D Melati, A Melloni, L Daniel, “Stochastic simulation and robust design optimization of integrated photonic filters”, Nanophotonics 6 (1), 299-308 Jan 2017.
  • J E C Serrallés, I Georgakis, A G Polimeridis, L Daniel, J K White, D K Sodickson, R Lattanzi, "Volumetric Reconstruction of Tissue Electrical Properties from B1+ and MR Signals Using Global Maxwell Tomography: Theory and Simulation Results, ISMRM: International Society for Magnetic Resonance in Medicine, Apr 2017. (ISMRM Best Poster Award Finalist)
  • A G. Polimeridis, J F  Villena, J E C Serrallés, L L Wald, E Adalsteinsson, J K White, L Daniel, “MARIE:  MATLAB-based open source software for fast electromagnetic analysis of MRI systems”, ISMRM: International Society for Magnetic Resonance in Medicine, Honolulu, Apr 2017.
  • B Guerin, S Cauley, J Villena, A Polimeridis, E Adalsteinsson, L Daniel, J White, L Wald, “The ultimate local SAR in realistic body models: Preliminary convergence results”, ISMRM: International Society for Magnetic Resonance in Medicine, Honolulu, Apr 2017.
  • Z Zhang, K Batselier, H Liu, L Daniel, N Wong “Tensor Computation: A New Framework for High-Dimensional Problems in EDA, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems”, pp. 521-536, vol. 36, no. 4, April 2017. (Keynote IEEE Transaction Paper)
  • B Guérin, J F. Villena, A G. Polimeridis, E Adalsteinsson, L Daniel, J K. White, B R. Rosen, L L Wald “Computation of ultimate SAR amplification factors for radiofrequency hyperthermia in non-uniform body models: impact of frequency and tumour location”, International Journal of Hyperthermia, p1-14, May 2017.
  • Z Zhang, T-W Weng and L Daniel, “Big-data tensor recovery for high-dimensional uncertainty quantification of process variations,” IEEE Trans. Component, Packaging and Manufacturing Technology. Page(s): 687 – 697 Volume: 7, Issue: 5, May 2017.  (Best Paper Award IEEE Trans. Components, Packaging and Manufacturing Technology)
  • M Longo, P Maffezzoni, D Zaninelli, N M. Lutz, L Daniel “A predictive model to support the widespread diffusion of electric mobility.” MT-ITS: IEEE International Conference on Models and Technologies for Intelligent Transportations Systems, p:327-332, June 2017.
  • J E C Serrallés, E Boeru, A G Polimeridis, D K Sodickson, J K White, L Daniel, R Lattanzi, “Investigation of the Feasibility of Inverse Scattering via Global Maxwell Tomography”, ICEAA: International Conference on Electromagnetics in Advance Applications, Verona, Italy, Sep. 2017.
  • M Longo, N M. Lutz, L Daniel, D Zaninelli, M Pruckner “Towards an impact study of electric vehicles on the Italian electric power system using simulation techniques”. IEEE International Forum on Research and Technologies for Society and Industry (RTSI), p1-5, Sep. 2017.
  • L D'Alessandro, B Bahr, L Daniel, D Weinstein, R Ardito, “Shape optimization of solid-air porous phononic crystal slabs with widest full 3D bandgap for in-plane acoustic waves.” J. Comput. Physics 344: 465-484, Sep 2017.
  • A Bernardini, A Sarti,  P Maffezzoni, L Daniel, “Wave-based Analysis of Large Nonlinear Photovoltaic Arrays, IEEE Transactions on Circuits and Systems I: Regular Papers. Volume: PP, Issue: 99 Page(s): 1–14. Oct. 2017.
  • K Batselier, W Yu, L Daniel, N Wong “Computing low-rank approximations of large-scale matrices with the Tensor Network randomized SVD.” CoRR preprint arXiv abs/1707.07803, 2017.
  • B Guerin, J Villena,  A Polimeridis, E Adalsteinsson, L Daniel, J K White, L Wald, “The ultimate signal-to-noise ratio in realistic body models”. Journal of Magnetic Resonance in Medicine, 78: C1. doi:10.1002/mrm.26449 Nov 2017 (Nov 2017 Journal Cover)
  • T-W Weng, L Daniel, "Robust PCA through Robust Optimization, NIPS - Conf. on Neural Information Processing Systems – Women in Machine Learning Workshop, Long Beach, CA, Dec. 2017.
  • T-W Weng, R Mazumder, L Daniel, “Computing Least Trimmed Squares Regression to Certifiable Optimality”, NIPS - Conf. on Neural Information Processing Systems – Women in Machine Learning Workshop, Long Beach, CA, Dec. 2017.
  • P Maffezzoni, L Daniel,  “Exploiting Oscillator Arrays as Randomness Sources for Cryptographic Applications”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Dec 2017.

2018

  • B Guérin, J F Villena, A G Polimeridis, E Adalsteinsson, L Daniel, J K White, B R Rosen, L L Wald, “Computation of ultimate SAR amplification factors for radiofrequency hyperthermia in non-uniform body models: impact of frequency and tumour location”, International Journal of Hyperthermia, 34:1, 87-100, Jan 2018.
  • G Gruosso, R Netto, P Maffezzoni, Z Zhang, L Daniel, “Low Voltage Electrical Distribution Network Analysis under load variation”, ICIT: IEEE International Conference on Industrial Technology, Lyon, Feb 2018.
  • A Bernardini, P Maffezzoni, L Daniel, A Sarti: “Wave-Based Analysis of Large Nonlinear Photovoltaic Arrays,” TCAS: IEEE Transaction on Circuits and Systems 65-I(4): 1363-1376, Apr 2018
  • A Bernardini, A Sarti, P Maffezzoni, L Daniel: “Wave Digital-Based Variability Analysis of Electrical Mismatch in Photovoltaic Arrays,” ISCAS: IEEE International Symposium on Circuits & Systems, May 2018.
  • T-W Weng*, H Zhang*, P-Y Chen, J Yi, D Su, Y Gao, C-J Hsieh, L Daniel, “Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach”, ICLR: International Conference on Learning Representations, Vancouver, May 2018 (*Equal contribution).
  • J Serralles, A Polimeridis, L Daniel, D Sodickson, R Lattanzi, “Global Maxwell Tomography with Match Regularization for accurate electrical properties extraction from noisy B1+ measurements,” ISMRM: Intern Society for Magnetic Resonance in Medicine,” Jun 2018.
  • M Longo, P Maffezzoni, N M Lutz, L Daniel, X Lu, “Routing Optimizing Algorithm for Electric Vehicles Applied in North Italy”, IEEE Intern Conf on Environment and Electrical Engin and 2018 IEEE Industrial & Commercial Power Systems Europe (EEEIC / I&CPS Europe), Jun 2018
  • T-W Weng*, H Zhang*, H Chen, Z Song, C-J Hsieh, D Boning, I Dhillon, L Daniel, “Towards Fast Computation of Certified Robustness for ReLU Networks”, ICML: International Conference on Machine Learning, Jun 2018 (*Equal contribution).
  • K Batselier , W Yu, L Daniel, N Wong, “Computing Low-Rank Approximations of Large-Scale Matrices with the Tensor Network Randomized SVD”, SIAM Journal on Matrix Analysis and Applications, 39(3), 1221–1244, Aug 2018.
  • P Maffezzoni, Z. Zhang, S. Levantino, L Daniel, “Variation-Aware Modeling of Integrated Capacitors Based on Floating Random Walk Extraction,” TCAD: IEEE Transaction on Computer Aided Design of Integrated Circuits and Systems, 37(10): 2180-2184, Oct  2018.
  • T-W Weng*, H Zhang*, P-Y Chen, A C. Lozano, C-J Hsieh, L Daniel: “On Extensions of CLEVER: A Neural Network Robustness Evaluation Algorithm,” GlobalSIP: IEEE Global Conference on Signal and Information Processing, Nov 2018 (*Equal contribution).
  • H Zhang*, T-W Weng*, P-Y Chen, C-J Hsieh, L Daniel, “Efficient Neural Network Robustness Certification with General Activation Functions”, NeurIPS: Conference on Neural Information Processing Systems, p:4944-4953, Dec 2018 (*Equal contribution).
  • P Maffezzoni, L Daniel,  “Exploiting Oscillator Arrays As Randomness Sources for Cryptographic Applications. IEEE Trans. on CAD of Integrated Circuits and Systems,” 37(12): 2999-3007, Dec 2018.

2019

  • A Boopathy, T-W Weng, P-Y Chen, S Liu, L Daniel, “CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Networks”, AAAI Conference on Artificial Intelligence, Jan 2019.
  • G Gruosso, P Maffezzoni, Z Zhang, L Daniel, “Probabilistic load flow methodology for distribution networks including loads uncertainty”, Intern Journal of Electrical Power & Energy Systems 106, 392-400, March 2019.
  • G Gruosso, P Maffezzoni, G S Gajani, Z Zhang, L Daniel, ‘Uncertainty-aware Computational Tools for Power Distribution Networks including Electrical Vehicle Charging and loads profiles’, IEEE Access, 2019
  • S E C Jose, I Giannakopoulos, B Zhang, C Ianniello, M A Cloos, A G Polimeridis, J K White, D K Sodickson, L Daniel, R Lattanzi. "Noninvasive Estimation of Electrical Properties from Magnetic Resonance Measurements via Global Maxwell Tomography and Match Regularization." IEEE Trans on Biomedical Engineering, Vol 67, Issue 1, March 2019.
  • Z Zhang, S El-Henawy, A Sadun, R Miller, L Daniel, ‘Adjoint-Based Sensitivity Analysis for Silicon Photonic Variations’, IEEE MTT-S: Intl. Conf. on Numerical Electromagnetic and Multiphysics Modeling and Optimization, Cambridge, May 2019. (Invited paper).
  • A Cramer, I Miller, N Eichenberg, J De Jesus, L Daniel, M Longo, Power Grid Simulation Considering Electric Vehicles and Renewable Energy Sources, 14th Intern. Conference on Ecological Vehicles and Renewable Energies (EVER), May 2019.
  • T W Weng, P-Y Chen, L M Nguyen, M S. Squillante, A Boopathy, I V Oseledets, L Daniel: PROVEN: Verifying Robustness of Neural Networks with a Probabilistic Approach. Intern. Conf. on Machine Learning (ICML), June 2019.
  • C-Y Ko, Z Lyu, T-W Weng, L Daniel, N Wong, D Lin, POPQORN: Certifying robustness of recurrent neural networks, Intern Conf on Machine Learning (ICML), June 2019.
  • G Gruosso, R Netto, L Daniel, P Maffezzoni, Joined Probabilistic Load Flow Sensitivity Analysis of Distribution Networks based on Polynomial Chaos Method,  IEEE Transactions on Power Systems, July 2019.
  • T Rollo, L Daniel, D Esseni, Accurate and Efficient Dynamic Simulations of Ferroelectric Based Electron Devices, Intern Conf. on Simulation of Semiconductor Processes and Devices (SISPAD), Sep 2019.
  • E S Lee, I Butterworth, Y Lu, P Krauledat, P Hansen, J Romano, L Daniel,  M L. Gray, IPA-water mixtures as a tunable tissue phantom for dielectric spectroscopy measures of tissue hydration, Biomedical Engineering Society (BMES) Annual Meeting, Oct 2019.
  • Y S Wang, T W Weng, L Daniel, Verification of Neural Network Control Policy Under Persistent Adversarial Perturbation  NeurIPS Safety and Robustness in Decision Making Workshop, Dec 2019.
  • A  Boopathy, T W  Weng,  S  Liu,  P-Y Chen, L  Daniel, Double Margin: Efficient Training of Robust and Verifiable Neural Networks, NeurIPS Safety and Robustness in Decision Making Workshop, Dec 2019.
  • J Mohapatra, T W Weng,  P-Y Chen,  S Liu, L Daniel, Towards  Verifying Robustness of Neural Networks Against Semantic Perturbations, NeurIPS and Robustness in Decision Making Workshop Dec. 2019.

2020

·          J E C Serralles, I I Giannakopoulos, B Zhang, C Ianniello, M A Cloos, A G Polimeridis, J K White, D K Sodickson, L Daniel, R Lattanzi., Noninvasive Estimation of Electrical Properties From Magnetic Resonance Measurements via Global Maxwell Tomography and Match Regularization, in IEEE Transactions on Biomedical Engineering, vol. 67, no. 1, pp. 3-15, Jan. 2020.

·          Z Lyu, C-Y Ko, Z Kong, N Wong, D Lin, L Daniel, Fastened CROWN: Tightened Neural Network Robustness Certificates, AAAI Conf on Artificial Intelligence, Jan 2020

·          T W Weng, P Zhao, S. Liu, P Y Chen, X Lin, L Daniel, Towards Certificated Model Robustness Against Weight Perturbations, AAAI Conf on Artificial Intelligence, Jan 2020

·          B Tommaso, S Grivet-Talocia, G Calafiore, A Proskurnikov, Z Mahmood, L Daniel, Bounded Input Dissipativity of Linearized Circuit Models, IEEE Trans on Circuits and Systems I, Regul. Pap. 67-I(6): 2064-2077. Feb 2020.

·          M Kozlov, W Kainz, L Daniel. Influence of Metallic Shielding on Radio Frequency Energy-Induced Heating of Leads With Straight and Helical Wires: A Numerical Case Study.  IEEE Transactions on Microwave Theory and Techniques. Volume: 68 , Issue: 2 , Feb. 2020.

·          C-Y Ko, K Batselier, L Daniel, W Yu, N Wong: Fast and Accurate Tensor Completion With Total Variation Regularized Tensor Trains. IEEE Trans. Image Process. 29: 6918-6931.  May 2020

·          J Mohapatra, T-W Weng, P-Y Chen, S Liu, L Daniel. Towards Verifying Robustness of Neural Networks Against A Family of Semantic Perturbations. CVPR 2020: 241-249 June 2020

·          A Boopathy, S Liu, G Zhang, C Liu, P-Y Chen, S Chang, L Daniel. Proper Network Interpretability Helps Adversarial Robustness in Classification. ICML June 2020: 1014-1023

·          Yuh-Shyang Wang, Lily Weng, Luca Daniel. Neural Network Control Policy Verification With Persistent Adversarial Perturbation. ICML June 2020: 10050-10059

·          T P. Oikarinen, T-W Weng, L Daniel: Robust Deep Reinforcement Learning through Adversarial Loss. International Conference on Machine Learning, Uncertainty & Robustness in Deep Learning workshop July 2020

·          S Genovesi, I R Butterworth, J E C Serralles, L Daniel: Metasurface Matching Layers for Enhanced Electric Field Penetration Into the Human Body. IEEE Access 8: 197745-197756 Oct 2020

·          T. Bradde; S. Grivet-Talocia; G. C. Calafiore; A. V. Proskurnikov; Z. Mahmood; L. Daniel. On Dissipativity Conditions for Linearized Models of Locally Active Circuit Blocks. on 020 IEEE 29th Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS). Oct 2020. DOI: 10.1109/EPEPS48591.2020.9231316 (BEST PAPER AWARD)

·          Z Zhang, S I El-Henawy, A Sadun, R Miller, L Daniel, J K White, D Boning, Enabling Wavelength-Dependent Adjoint-Based Methods for Process Variation Sensitivity Analysis in Silicon Photonics, IEEE Journal of Lightwave Technology. Nov 2020.

·          J Mohapatra, C-Y Ko, T-W Weng, P-Y Chen, S Liu, L Daniel: Higher-Order Certification For Randomized Smoothing. NeurIPS Dec 2020

·          I Giannakopoulos, J E C Serralles., L Daniel, D K Sodickson, A G Polimeridis, J K White, & R Lattanzi. Magnetic-resonance-based electrical property mapping using Global Maxwell Tomography with an 8-channel head coil at 7 Tesla: a simulation study. in IEEE Transactions on Biomedical Engineering, vol. 68, no. 1, pp. 236-246, Jan. 2021, doi: 10.1109/TBME.2020.2991399.

 THESES:

·          Luca Daniel, "Design and Fabrication of MicroInductors for DC/DC Power Converters," Laurea Thesis, Universita' degli Studi di Padova, Jun 1996.

·          Luca Daniel, "Simulation and Modeling Techniques for Signal Integrity and Electromagnetic Interference on High Frequency Electronic Systems," Ph.D. Thesis, University of California at Berkeley, May 2003. (2003 SIGDA / ACM Best Thesis Award, B. Friedman Memorial Prize from the UCB Math Dept, and D. J. Sakrison Memorial Prize from the EECS Dept.)

 

ADDITIONAL PROJECTS:

·          L. Daniel, A. Flores "A Low-Power Low-Voltage Fully-Differential Transconductance Amplifier for a 13-Bit Switch Capacitor A/D Converter," Dec 1997.

·          L. Daniel, M. Sabatini, “A Band-Pass Sigma-Delta Modulator for wideband IF signals,” May 1998.

·          L. Daniel, M. Terrovitis, “A Broad-Band 3-9GHz Low-Noise-Amplifier (LNA) in Ga-As microstrips for a receiver front-end,” May 1999.

 

 


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