Luca Daniel
Orcid: 0000-0002-5880-3151Affiliations:
- Massachusetts Institute of Technology, Cambridge, USA
According to our database1,
Luca Daniel
authored at least 119 papers
between 2001 and 2024.
Collaborative distances:
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Bibliography
2024
SIAM J. Imaging Sci., March, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
A Hybrid Volume-Surface Integral Equation Method for Rapid Electromagnetic Simulations in MRI.
IEEE Trans. Biomed. Eng., 2023
PIFON-EPT: MR-Based Electrical Property Tomography Using Physics-Informed Fourier Networks.
CoRR, 2023
ConCerNet: A Contrastive Learning Based Framework for Automated Conservation Law Discovery and Trustworthy Dynamical System Prediction.
Proceedings of the International Conference on Machine Learning, 2023
Flexibility of Electric Vehicle Chargers in Residential, Workplace, and Public Locations Based on Real-World Data.
Proceedings of the 20th IEEE International Conference on Smart Technologies, 2023
2022
CoRR, 2022
SynBench: Task-Agnostic Benchmarking of Pretrained Representations using Synthetic Data.
CoRR, 2022
Facile Prediction of Neutrophil Activation State from Microscopy Images: A New Dataset and Comparative Deep Learning Approaches.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Revisiting Contrastive Learning through the Lens of Neighborhood Component Analysis: an Integrated Framework.
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Computer Vision, 2022
2021
Magnetic-Resonance-Based Electrical Property Mapping Using Global Maxwell Tomography With an 8-Channel Head Coil at 7 Tesla: A Simulation Study.
IEEE Trans. Biomed. Eng., 2021
Compression of volume-surface integral equation matrices via Tucker decomposition for magnetic resonance applications.
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Trans. Image Process., 2020
IEEE Trans. Circuits Syst. I Regul. Pap., 2020
Noninvasive Estimation of Electrical Properties From Magnetic Resonance Measurements via Global Maxwell Tomography and Match Regularization.
IEEE Trans. Biomed. Eng., 2020
Handling Initial Conditions in Vector Fitting for Real Time Modeling of Power System Dynamics.
CoRR, 2020
Stability Certification Standards for DC Microgrid Networks with Arbitrary Load Configurations.
CoRR, 2020
Accelerated Probabilistic State Estimation in Distribution Grids via Model Order Reduction.
CoRR, 2020
Accelerated Probabilistic Power Flow via Model Order Reduction and Neumann Series Expansion.
CoRR, 2020
Metasurface Matching Layers for Enhanced Electric Field Penetration Into the Human Body.
IEEE Access, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Towards Verifying Robustness of Neural Networks Against A Family of Semantic Perturbations.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
CoRR, 2019
Verification of Neural Network Control Policy Under Persistent Adversarial Perturbation.
CoRR, 2019
Uncertainty-Aware Computational Tools for Power Distribution Networks Including Electrical Vehicle Charging and Load Profiles.
IEEE Access, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the Fourteenth International Conference on Ecological Vehicles and Renewable Energies, 2019
CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Networks.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
IEEE Trans. Circuits Syst. I Regul. Pap., 2018
Variation-Aware Modeling of Integrated Capacitors Based on Floating Random Walk Extraction.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018
Computing Low-Rank Approximations of Large-Scale Matrices with the Tensor Network Randomized SVD.
SIAM J. Matrix Anal. Appl., 2018
CoRR, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Wave Digital-Based Variability Analysis of Electrical Mismatch in Photovoltaic Arrays.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the IEEE International Conference on Industrial Technology, 2018
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
2017
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017
Shape optimization of solid-air porous phononic crystal slabs with widest full 3D bandgap for in-plane acoustic waves.
J. Comput. Phys., 2017
Towards an impact study of electric vehicles on the Italian electric power system using simulation techniques.
Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 2017
Proceedings of the 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, 2017
2016
Analysis and Design of Boolean Associative Memories Made of Resonant Oscillator Arrays.
IEEE Trans. Circuits Syst. I Regul. Pap., 2016
IEEE Trans. Circuits Syst. I Regul. Pap., 2016
CAPLET: A Highly Parallelized Field Solver for Capacitance Extraction Using Instantiable Basis Functions.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016
Fast Electromagnetic Analysis of MRI Transmit RF Coils Based on Accelerated Integral Equation Methods.
IEEE Trans. Biomed. Eng., 2016
A Big-Data Approach to Handle Many Process Variations: Tensor Recovery and Applications.
CoRR, 2016
A Big-Data Approach to Handle Process Variations: Uncertainty Quantification by Tensor Recovery.
CoRR, 2016
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016
2015
IEEE Trans. Circuits Syst. I Regul. Pap., 2015
IEEE Trans. Circuits Syst. I Regul. Pap., 2015
Enabling High-Dimensional Hierarchical Uncertainty Quantification by ANOVA and Tensor-Train Decomposition.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015
Analysis and Design of Weakly Coupled LC Oscillator Arrays Based on Phase-Domain Macromodels.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015
CoRR, 2015
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2015
2014
IEEE Trans. Circuits Syst. I Regul. Pap., 2014
Calculation of Generalized Polynomial-Chaos Basis Functions and Gauss Quadrature Rules in Hierarchical Uncertainty Quantification.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2014
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2014
Stable FFT-JVIE solvers for fast analysis of highly inhomogeneous dielectric objects.
J. Comput. Phys., 2014
Accelerated domain decomposition FEM-BEM solver for magnetic resonance imaging (MRI) via discrete empirical interpolation method.
Proceedings of the Technical Papers of 2014 International Symposium on VLSI Design, 2014
Stochastic testing simulator for integrated circuits and MEMS: Hierarchical and sparse techniques.
Proceedings of the IEEE 2014 Custom Integrated Circuits Conference, 2014
2013
Efficient Uncertainty Quantification for the Periodic Steady State of Forced and Autonomous Circuits.
IEEE Trans. Circuits Syst. II Express Briefs, 2013
Stochastic Testing Method for Transistor-Level Uncertainty Quantification Based on Generalized Polynomial Chaos.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2013
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2013
An ultra-compact virtual source FET model for deeply-scaled devices: Parameter extraction and validation for standard cell libraries and digital circuits.
Proceedings of the 18th Asia and South Pacific Design Automation Conference, 2013
Proceedings of the IEEE 10th International Conference on ASIC, 2013
2012
An efficient framework for passive compact dynamical modeling of multiport linear systems.
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012
2011
Variation-aware stochastic extraction with large parameter dimensionality: Review and comparison of state of the art intrusive and non-intrusive techniques.
Proceedings of the 12th International Symposium on Quality Electronic Design, 2011
Model order reduction of fully parameterized systems by recursive least square optimization.
Proceedings of the 2011 IEEE/ACM International Conference on Computer-Aided Design, 2011
Proceedings of the 48th Design Automation Conference, 2011
A moment-matching scheme for the passivity-preserving model order reduction of indefinite descriptor systems with possible polynomial parts.
Proceedings of the 16th Asia South Pacific Design Automation Conference, 2011
2010
Compact Modeling of Nonlinear Analog Circuits Using System Identification via Semidefinite Programming and Incremental Stability Certification.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2010
Passive reduced order modeling of multiport interconnects via semidefinite programming.
Proceedings of the Design, Automation and Test in Europe, 2010
Variation-aware interconnect extraction using statistical moment preserving model order reduction.
Proceedings of the Design, Automation and Test in Europe, 2010
Proceedings of the 47th Design Automation Conference, 2010
Proceedings of the 47th Design Automation Conference, 2010
Proceedings of the 2010 IEEE International Behavioral Modeling and Simulation Conference, 2010
2009
Stable Reduced Models for Nonlinear Descriptor Systems Through Piecewise-Linear Approximation and Projection.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2009
A hierarchical floating random walk algorithm for fabric-aware 3D capacitance extraction.
Proceedings of the 2009 International Conference on Computer-Aided Design, 2009
2008
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2008
Proceedings of the 2008 International Conference on Computer-Aided Design, 2008
Guaranteed stable projection-based model reduction for indefinite and unstable linear systems.
Proceedings of the 2008 International Conference on Computer-Aided Design, 2008
Stochastic integral equation solver for efficient variation-aware interconnect extraction.
Proceedings of the 45th Design Automation Conference, 2008
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
2007
A Piecewise-Linear Moment-Matching Approach to Parameterized Model-Order Reduction for Highly Nonlinear Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2007
Bounding L2 gain system error generated by approximations of the nonlinear vector field.
Proceedings of the 2007 International Conference on Computer-Aided Design, 2007
Stabilizing schemes for piecewise-linear reduced order models via projection and weighting functions.
Proceedings of the 2007 International Conference on Computer-Aided Design, 2007
pFFT in FastMaxwell: a fast impedance extraction solver for 3D conductor structures over substrate.
Proceedings of the 2007 Design, Automation and Test in Europe Conference and Exposition, 2007
Proceedings of the 2007 Design, Automation and Test in Europe Conference and Exposition, 2007
2005
Proceedings of the 6th International Symposium on Quality of Electronic Design (ISQED 2005), 2005
Proceedings of the 2005 International Conference on Computer-Aided Design, 2005
Segregation by primary phase factors: a full-wave algorithm for model order reduction.
Proceedings of the 42nd Design Automation Conference, 2005
Analysis of full-wave conductor system impedance over substrate using novel integration techniques.
Proceedings of the 42nd Design Automation Conference, 2005
2004
A multiparameter moment-matching model-reduction approach for generating geometrically parameterized interconnect performance models.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2004
2003
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2003
A Methodology for the Computation of an Upper Bound on Nose Current Spectrum of CMOS Switching Activity.
Proceedings of the 2003 International Conference on Computer-Aided Design, 2003
2002
Geometrically parameterized interconnect performance models for interconnect synthesis.
Proceedings of 2002 International Symposium on Physical Design, 2002
Proximity templates for modeling of skin and proximity effects on packages and high frequency interconnect.
Proceedings of the 2002 IEEE/ACM International Conference on Computer-aided Design, 2002
Proceedings of the 39th Design Automation Conference, 2002
2001
Techniques for Including Dielectrics when Extracting Passive Low-Order Models of High Speed Interconnect.
Proceedings of the 2001 IEEE/ACM International Conference on Computer-Aided Design, 2001
Using Conduction Modes Basis Functions for Efficient Electromagnetic Analysis of On-Chip and Off-Chip Interconnect.
Proceedings of the 38th Design Automation Conference, 2001