Luca Daniel

Massachusetts Institute of Technology

Professor

Department of Electrical Engineering and Computer Science

Center for Computational Science and Engineering

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Research Area

#Computer science#Mathematics#Electronic engineering#Algorithm#Robustness (computer science)#Mathematical optimization#Artificial neural network#Computation#Control theory#Monte Carlo method

SCIE paper information

Papers relevant to ‘Computer science’: 15

Research performance of SCIE papers matching with ‘Computer science’

Citations of SCIE papers SCIE papers 08k16k24k32k40k070140210280350420490560

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • Enabling High-Dimensional Hierarchical Uncertainty Quantification by ANOVA and Tensor-Train Decomposition

    2015/01 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS 1.181 Impact Factor 86 citations

    Zheng Zhang, Xiu Yang, Ivan V. Oseledets, George Em Karniadakis, Luca Daniel

    DOI : 10.1109/TCAD.2014.2369505

  • Uncertainty quantification of silicon photonic devices with correlated and non-Gaussian random parameters.

    2015/02 OPTICS EXPRESS 3.148 Impact Factor 31 citations

    Tsui-Wei Weng, Zheng Zhang, Zhan Su, Youssef M. Marzouk, Andrea Melloni, Luca Daniel

    DOI : 10.1364/OE.23.004242

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Papers for author ‘Luca Daniel’: 37

Number of published SCIE papers by year

024682014201520162017201820192020
H-index 15
Number of NCS papers 0

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • Enabling High-Dimensional Hierarchical Uncertainty Quantification by ANOVA and Tensor-Train Decomposition

    2015/01 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS 1.181 Impact Factor 86 citations

    Zheng Zhang, Xiu Yang, Ivan V. Oseledets, George Em Karniadakis, Luca Daniel

    DOI : 10.1109/TCAD.2014.2369505

  • Stable FFT-JVIE solvers for fast analysis of highly inhomogeneous dielectric objects

    2014/07 JOURNAL OF COMPUTATIONAL PHYSICS 2.434 Impact Factor 85 citations

    Athanasios G Polimeridis, Jorge F Villena, Luca Daniel, Jacob K. White

    DOI : 10.1016/J.JCP.2014.03.026

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conference information

Papers relevant to ‘Computer science’: 9

Research performance of Top-tier Conference matching with ‘Computer science’

Citations of Top-tier Conference Top-tier Conference paper(s) 020k40k60k80k100k0306090120150180210240

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • Efficient Neural Network Robustness Certification with General Activation Functions

    2018/11 NEURIPS Top-tier Conference 231 citations

    Huan Zhang, Tsui-Wei Weng, Pin Yu Chen, Cho-Jui Hsieh, Luca Daniel

  • CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Networks.

    2019/07 AAAI Top-tier Conference 56 citations

    Akhilan Boopathy, Tsui-Wei Weng, Pin Yu Chen, Sijia Liu, Luca Daniel

    DOI : 10.1609/AAAI.V33I01.33013240

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Papers for author ‘Luca Daniel’: 11

Number of published Top-tier Conference by year

02468201820192020
Top-tier Conference 11

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • Towards Fast Computation of Certified Robustness for ReLU Networks

    2018/04 ICML Top-tier Conference 256 citations

    Tsui-Wei Weng, Huan Zhang, Hongge Chen, Zhao Song, Cho-Jui Hsieh, Duane S. Boning, Inderjit S. Dhillon, Luca Daniel

  • Efficient Neural Network Robustness Certification with General Activation Functions

    2018/11 NEURIPS Top-tier Conference 231 citations

    Huan Zhang, Tsui-Wei Weng, Pin Yu Chen, Cho-Jui Hsieh, Luca Daniel

How can I correct errors in PhD.GO?