Zoi-Heleni Michalopoulou
Zoi-Heleni Michalopoulou
Professor, Mathematical Sciences
About Me
Eliza (Z.-H.) Michalopoulou received the Diploma in Electrical Engineering from the National Technical University of Athens, Athens, Greece, in 1988 and the M.S. and Ph.D. degrees in Electrical Engineering from Duke University, Durham, NC, in 1990 and 1993, respectively. Currently, she is a Professor of Mathematical Sciences at the New Jersey Institute of Technology, Newark, NJ; she is also the Chair of the Department. Her research interests include ocean acoustics, machine learning, Bayesian modeling, inverse problems, and array signal processing. Dr. Michalopoulou is a Fellow of the Acoustical Society of America, a Senior Member of IEEE, a Member of SIAM, a member of AWM, and a Member of Pi Mu Epsilon.
Education
Ph.D.; Duke University; Electrical Engineering; 1993
M.S.; Duke University; Electrical Engineering; 1990
Diploma; National Technical University of Athens; Electrical Engineering; 1988
M.S.; Duke University; Electrical Engineering; 1990
Diploma; National Technical University of Athens; Electrical Engineering; 1988
Website
2024 Fall Courses
MATH 792B - PRE DOCTORAL RESEARCH
MATH 790A - DOCT DISSERTATION & RES
MATH 790A - DOCT DISSERTATION & RES
Past Courses
MATH 332: INTRO COMPLEX VARIABLES
MATH 337: LINEAR ALGEBRA
MATH 391: NUMERICAL LINEAR ALGEBRA
MATH 401: UNDERGRADUATE RESEARCH SEMINAR
MATH 631: LINEAR ALGEBRA
MATH 790B: DOCTORAL RESEARCH
MATH 792B: PRE DOCTORAL RESEARCH
MATH 337: LINEAR ALGEBRA
MATH 391: NUMERICAL LINEAR ALGEBRA
MATH 401: UNDERGRADUATE RESEARCH SEMINAR
MATH 631: LINEAR ALGEBRA
MATH 790B: DOCTORAL RESEARCH
MATH 792B: PRE DOCTORAL RESEARCH
Research Interests
Ocean acoustics, inverse problems, machine learning, Bayesian inference, array signal processing.
Journal Article
Kuptametee, Chanin, & Michalopoulou, Zoi-Heleni, & Aunsri, Nattapol (2024). A review of efficient applications of genetic algorithms to improve particle filtering optimization problems. Measurement, 224,
Kuptametee, Chanin, & Michalopoulou, Zoi-Heleni, & Aunsri, Nattapol (2023). Adaptive genetic algorithm-based particle herding scheme for mitigating particle impoverishment. Measurement (Elsevier),
Michalopoulou, Zoi-Heleni, & Gerstoft, Peter (2023). Inversion in an uncertain ocean using Gaussian Processes. Journal of the Acoustical Society of America, 1600-1611.
Kupatametee, Chanin , & Michalopoulou, Zoi-Heleni, & Aunsri, Nattapol (2023). Adaptive Genetic Algorithm-based Particle Herding Scheme for Mitigating Particle Impoverishment. Measurement (Elsevier),
Frederick, Christina A., & Michalopoulou, Zoi-Heleni (2022). Seabed classification and source localization with Gaussian Processes and Machine Learning. JASA Express Letters, 2(8),
Kuptametee, Chanin, & Michalopoulou, Zoi-Heleni, & Aunsri, Nattapol (2023). Adaptive genetic algorithm-based particle herding scheme for mitigating particle impoverishment. Measurement (Elsevier),
Michalopoulou, Zoi-Heleni, & Gerstoft, Peter (2023). Inversion in an uncertain ocean using Gaussian Processes. Journal of the Acoustical Society of America, 1600-1611.
Kupatametee, Chanin , & Michalopoulou, Zoi-Heleni, & Aunsri, Nattapol (2023). Adaptive Genetic Algorithm-based Particle Herding Scheme for Mitigating Particle Impoverishment. Measurement (Elsevier),
Frederick, Christina A., & Michalopoulou, Zoi-Heleni (2022). Seabed classification and source localization with Gaussian Processes and Machine Learning. JASA Express Letters, 2(8),
SHOW MORE
Roch, Marie, & Gerstoft, Peter, & Kostek, Bozena, & Michalopoulou, Zoi-Heleni (2021). How Machine Learning Contributes to Solve Acoustical Problems. Acoustics Today, 17(4), 48-56.
Michalopoulou, Zoi-Heleni, & Gerstoft, Peter, & Rios, Diego, & Hodgkiss, William (2021). Tracking and inversion using mid-frequency signals in the Seabed Characterization Experiment. IEEE Journal of Oceanic Engineering, 1-12.
Michalopoulou, Zoi-Heleni, & Gerstoft, Peter, & Kostek, Bozena, & Roch, Marie (2021). Introduction to the Special Issue on Machine Learning in Acoustics. Journal of the Acoustical Society of America, 150(4), 3204-3210.
Michalopoulou, Zoi-Heleni, & Gerstoft, Peter, & Caviedes-Nozal, Diego (2021). Matched field source localization with Gaussian processes. Journal of the Acoustical Society of America Express Letters, 1-7.
Frederick, Christina A., & Villar, Soledad, & Michalopoulou, Zoi-Heleni (2020). Seabed Classification using Physics-based Modeling and Machine Learning. Journal of the Acoustical Society of America, 148, 859-872.
Michalopoulou, Zoi-Heleni, & Gerstoft, Peter (2020). Multipath Broadband Localization, Bathymetry, and Sediment Inversion. IEEE Journal of Oceanic Engineering, 45, 92-102.
Ferguson, Brian, & Gendron, Paul, & Michalopoulou, Zoi-Heleni, & Wong, K. Thomas (2019). Introduction to the Special Issue on Acoustic Source Localization. Journal of the Acoustical Society of America, 146, 4647-4649.
Michalopoulou, Zoi-Heleni, & Pole, Andrew, & Abdi, Ali (2019). Bayesian coherent and incoherent matched-field localizationand detection in the ocean. Journal of the Acoustical Society of America, 146, 4812-4820.
Piccolo, Jacob , & Haramuniz, George, & Michalopoulou, Zoi-Heleni (2019). Geoacoustic inversion with generalized additive models. Journal of the Acoustical Society of America , 145, EL463-EL468.
Michalopoulou, Zoi-Heleni, & Aunsri, Nattapol (2018). Environmental inversion using dispersion tracking in a shallow water environment. Journal of the Acoustical Society of America, 143, EL188-EL193.
Michalopoulou, Zoi-Heleni (2017). Stochastic sediment property inversion in Shallow Water 06. Journal of the Acoustical Society of America, 142, EL495-EL499.
Michalopoulou, Zoi-Heleni, & Abdi, Ali (2017). Detection in an uncertain underwater waveguide. The Journal of the Acoustical Society of America, 142(4), 2553-2553.
Lin, Tao, & Michalopoulou, Zoi-Heleni (2017). A Direct Method for the Estimation of Sediment Sound Speed With a Horizontal Array in Shallow Water. IEEE Journal of Oceanic Engineering, 42(1), 208-218.
Wang, Bin, & Axe, Lisa B., & Michalopoulou, Zoi-Heleni, & Riman, Richard E, & Tan, Mei Chee, & Wei, Liping (2016). Light absorption properties of the New York/New Jersey Harbor Estuary. Hydrobiologia, 766, 173--188.
Michalopoulou, Zoi-Heleni, & Gerstoft, Peter (2016). Passive fathometer reflector identification with phase shift modeling. Journal of the Acoustical Society of America, 140, EL125-EL130.
Michalopoulou, Zoi-Heleni, & Pole, Andrew (2016). Sediment sound speed inversion with time-frequency analysis and modal arrival time probability density functions. Journal of the Acoustical Society of America, 140, EL131-EL136.
Wang, Bin, & Axe, Lisa, & Michalopoulou, Zoi-Heleni, & Riman, Richard, & Tan, Mei Chee, & Wei, Liping (2016). Light absorption properties of the New York/New Jersey Harbor Estuary. Hydrobiologia, 766, 173-188.
Aunsri, Nattapol, & Michalopoulou, Zoi-Heleni (2014). Sequential filtering for dispersion tracking and sediment sound speed inversion. Journal of the Acoustical Society of America, 136, 2665–2674.
Michalopoulou, Zoi-Heleni, & Lin, Tao (2014). Sound speed estimation and source localization with linearization and particle filtering. Journal of the Acoustical Society of America, 135, 1115-1126.
Gerstoft, Peter , & Yardim, Caglar, & Michalopoulou, Zoi-Heleni, & Hodgkiss, William (2013). Geophysical Signal Processing Using Sequential Bayesian Techniques. Geophysics, pp. V87-V100.
Wang, Bin, & Axe, Lisa B., & Michalopoulou, Zoi-Heleni, & Wei, Liping (2012). Effects of Cd, Cu, Ni, and Zn on brown tide alga Aureococcus anophagefferens growth and metal accumulation. Environmental science \& technology, 46(1), 517--524.
Michalopoulou, Zoi-Heleni, & Jain, Rashi (2012). Particle filtering for arrival time tracking in space and source localization. Journal of the Acoustical Society of America, 32, 3041-3052.
Michalopoulou, Zoi-Heleni (2011). Model‐Based Ocean Acoustic Signal Processing. Acoustics Today, Acoustical Society of America, 7, 8-15.
Jain, Rashi, & Michalopoulou, Zoi-Heleni (2011). A particle filtering approach for spatial arrival time tracking in ocean acoustics. Journal of the Acoustical Society of America, 129, 236-241.
Michalopoulou, Zoi-Heleni (2011). An overview of sequential Bayesian filtering in ocean acoustics. IEEE Journal of Oceanic Engineering, 36, 73-91.
Michalopoulou, Zoi-Heleni, & Mukherjee, Sumat, & Hor, S., & Su, K., & Liu, Zhiwei, & Barat, Robert B., & Gary, Dale E., & Federici, John F. (2010). RDX Detection with THz Spectroscopy. Journal of Infrared, Millimeter, and Terahertz Waves, 31, 1171-1181.
S, Ke, & Liu, Zhiwei, & Federici, John F., & Barat, Robert B., & Gary, Dale E., & Michalopoulou, Zoi-Heleni (2010). Two-dimensional interferometric and synthetic aperture imaging with a hybrid terahertz/millimeter wave system. Applied Optics, 49(19), E13-E19.
Su, K., & Liu, Zhiwei, & Barat, Robert B., & Gary, Dale E., & Michalopoulou, Zoi-Heleni, & Federici, John F. (2010). Terahertz 2D interferometric and synthetic aperture imaging with an incoherent source. Applied Optics, 49, 7.
Michalopoulou, Zoi-Heleni, & Bagheri, Sima, & Axe, Lisa B. (2009). Bayesian estimation of optical properties of nearshore estuarine waters: A Gibbs sampling approach. IEEE transactions on geoscience and remote sensing, 48(3), 1579--1587.
Liu, Zhiwei, & Su, Ke, & Gary, Dale E., & Federici, John F., & Barat, Robert B., & Michalopoulou, Zoi-Heleni (2009). Video-rate terahertz interferometric and synthetic aperture imaging. Applied optics, 48(19), 3788–3795.
Michalopoulou, Zoi-Heleni (2009). A Bayesian approach to modal decomposition in ocean acoustics. Journal of the Acoustical Society of America, 126(5), EL147-EL152.
Michalopoulou, Zoi-Heleni, & Bagheri, Sima, & Axe, Lisa B. (2009). Bayesian Estimation of Optical Properties of Nearshore Estuarine Waters: A Gibbs Sampling Approach . IEEE Transactions on Geoscience and Remote Sensing, 47(11), 1579-1587.
Zhiwel, Liu, & Su, Ke, & Gary, Dale E., & Federici, John F., & Barat, Robert B., & Michalopoulou, Zoi-Heleni (2009). Video rate terahertz interferometric and syntehtic aperture imaging. Applied Optics, 48(19), 3788–3795.
Zorych, Ivan, & Hor, Yew Li, & Sinyukov, Alexander M, & Michalopoulou, Zoi-Heleni, & Barat, Robert B., & Gary, Dale E., & Federici, John F. (2008). A Statistical Approach to RDX Detection with THz Reflection Spectra. CAMS Techical Report Series 2008–2009,
Sinyukov, Alexander, & Zorych, Ivan, & Michalopoulou, Zoi-Heleni, & Gary, Dale E., & Barat, Robert B., & Federici, John F. (2008). Detection of explosives by Terahertz synthetic aperture imaging—focusing and spectral classification. Comptes Rendus Physique, 9(2), 248–261.
Sinyukov, Alexander M, & Liu, Zhiwei, & Hor, Yew Li, & Su, Ke, & Barat, Robert B., & Gary, Dale E., & Michalopoulou, Zoi-Heleni, & Zorych, Ivan, & Federici, John F., & Zimdars, David (2008). Rapid-phase modulation of terahertz radiation for high-speed terahertz imaging and spectroscopy. Optics letters, 33(14), 1593–1595.
Federici, John F., & Gary, Dale E., & Barat, Robert B., & Michalopoulou, Zoi-Heleni (2007). T-rays vs. terrorists. IEEE Spectrum, 44(7), 47–52.
Sinyukov, Alexander M, & Bandyopadhyay, Aparajita, & Sengupta, Amartya, & Barat, Robert B., & Gary, Dale E., & Michalopoulou, Zoi-Heleni, & Zimdars, David, & Federici, John F. (2007). Terahertz interferometric and synthetic aperture imaging. International Journal of High Speed Electronics and Systems, 17(02), 431–443.
Bandyopadhyay, Aparajita, & Sengupta, Amartya, & Sinyukov, Alexander M, & Barat, Robert B., & Gary, Dale E., & Michalopoulou, Zoi-Heleni, & Federici, John F. (2006). Artificial neural network analysis in interferometric THz imaging for detection of lethal agents. International journal of infrared and millimeter waves, 27(8), 1145–1158.
Federici, John F., & Barat, Robert B., & Gary, Dale E., & Michalopoulou, Zoi-Heleni, & Zimdars, David (2006). Standoff sensing of explosives using terahertz radiation. American laboratory, 38(12),
Bandyopadhyay, Aparajita, & Stepanov, Andrei, & Schulkin, Brian, & Federici, Michael D, & Sengupta, Amartya, & Gary, Dale E., & Federici, John F., & Barat, Robert B., & Michalopoulou, Zoi-Heleni, & Zimdars, David (2006). Terahertz interferometric and synthetic aperture imaging. JOSA A, 23(5), 1168–1178.
Michalopoulou, Zoi-Heleni, & Bagheri, Sima, & Axe, Lisa B. (2005). Matching reflectances for the estimation of inherent optical properties. Center Appl. Math. Stat., New Jersey Inst. Technol., Newark, NJ, Tech. Rep, 0405--15.
Michalopoulou, Zoi-Heleni, & Gerstoft, Peter, & Rios, Diego, & Hodgkiss, William (2021). Tracking and inversion using mid-frequency signals in the Seabed Characterization Experiment. IEEE Journal of Oceanic Engineering, 1-12.
Michalopoulou, Zoi-Heleni, & Gerstoft, Peter, & Kostek, Bozena, & Roch, Marie (2021). Introduction to the Special Issue on Machine Learning in Acoustics. Journal of the Acoustical Society of America, 150(4), 3204-3210.
Michalopoulou, Zoi-Heleni, & Gerstoft, Peter, & Caviedes-Nozal, Diego (2021). Matched field source localization with Gaussian processes. Journal of the Acoustical Society of America Express Letters, 1-7.
Frederick, Christina A., & Villar, Soledad, & Michalopoulou, Zoi-Heleni (2020). Seabed Classification using Physics-based Modeling and Machine Learning. Journal of the Acoustical Society of America, 148, 859-872.
Michalopoulou, Zoi-Heleni, & Gerstoft, Peter (2020). Multipath Broadband Localization, Bathymetry, and Sediment Inversion. IEEE Journal of Oceanic Engineering, 45, 92-102.
Ferguson, Brian, & Gendron, Paul, & Michalopoulou, Zoi-Heleni, & Wong, K. Thomas (2019). Introduction to the Special Issue on Acoustic Source Localization. Journal of the Acoustical Society of America, 146, 4647-4649.
Michalopoulou, Zoi-Heleni, & Pole, Andrew, & Abdi, Ali (2019). Bayesian coherent and incoherent matched-field localizationand detection in the ocean. Journal of the Acoustical Society of America, 146, 4812-4820.
Piccolo, Jacob , & Haramuniz, George, & Michalopoulou, Zoi-Heleni (2019). Geoacoustic inversion with generalized additive models. Journal of the Acoustical Society of America , 145, EL463-EL468.
Michalopoulou, Zoi-Heleni, & Aunsri, Nattapol (2018). Environmental inversion using dispersion tracking in a shallow water environment. Journal of the Acoustical Society of America, 143, EL188-EL193.
Michalopoulou, Zoi-Heleni (2017). Stochastic sediment property inversion in Shallow Water 06. Journal of the Acoustical Society of America, 142, EL495-EL499.
Michalopoulou, Zoi-Heleni, & Abdi, Ali (2017). Detection in an uncertain underwater waveguide. The Journal of the Acoustical Society of America, 142(4), 2553-2553.
Lin, Tao, & Michalopoulou, Zoi-Heleni (2017). A Direct Method for the Estimation of Sediment Sound Speed With a Horizontal Array in Shallow Water. IEEE Journal of Oceanic Engineering, 42(1), 208-218.
Wang, Bin, & Axe, Lisa B., & Michalopoulou, Zoi-Heleni, & Riman, Richard E, & Tan, Mei Chee, & Wei, Liping (2016). Light absorption properties of the New York/New Jersey Harbor Estuary. Hydrobiologia, 766, 173--188.
Michalopoulou, Zoi-Heleni, & Gerstoft, Peter (2016). Passive fathometer reflector identification with phase shift modeling. Journal of the Acoustical Society of America, 140, EL125-EL130.
Michalopoulou, Zoi-Heleni, & Pole, Andrew (2016). Sediment sound speed inversion with time-frequency analysis and modal arrival time probability density functions. Journal of the Acoustical Society of America, 140, EL131-EL136.
Wang, Bin, & Axe, Lisa, & Michalopoulou, Zoi-Heleni, & Riman, Richard, & Tan, Mei Chee, & Wei, Liping (2016). Light absorption properties of the New York/New Jersey Harbor Estuary. Hydrobiologia, 766, 173-188.
Aunsri, Nattapol, & Michalopoulou, Zoi-Heleni (2014). Sequential filtering for dispersion tracking and sediment sound speed inversion. Journal of the Acoustical Society of America, 136, 2665–2674.
Michalopoulou, Zoi-Heleni, & Lin, Tao (2014). Sound speed estimation and source localization with linearization and particle filtering. Journal of the Acoustical Society of America, 135, 1115-1126.
Gerstoft, Peter , & Yardim, Caglar, & Michalopoulou, Zoi-Heleni, & Hodgkiss, William (2013). Geophysical Signal Processing Using Sequential Bayesian Techniques. Geophysics, pp. V87-V100.
Wang, Bin, & Axe, Lisa B., & Michalopoulou, Zoi-Heleni, & Wei, Liping (2012). Effects of Cd, Cu, Ni, and Zn on brown tide alga Aureococcus anophagefferens growth and metal accumulation. Environmental science \& technology, 46(1), 517--524.
Michalopoulou, Zoi-Heleni, & Jain, Rashi (2012). Particle filtering for arrival time tracking in space and source localization. Journal of the Acoustical Society of America, 32, 3041-3052.
Michalopoulou, Zoi-Heleni (2011). Model‐Based Ocean Acoustic Signal Processing. Acoustics Today, Acoustical Society of America, 7, 8-15.
Jain, Rashi, & Michalopoulou, Zoi-Heleni (2011). A particle filtering approach for spatial arrival time tracking in ocean acoustics. Journal of the Acoustical Society of America, 129, 236-241.
Michalopoulou, Zoi-Heleni (2011). An overview of sequential Bayesian filtering in ocean acoustics. IEEE Journal of Oceanic Engineering, 36, 73-91.
Michalopoulou, Zoi-Heleni, & Mukherjee, Sumat, & Hor, S., & Su, K., & Liu, Zhiwei, & Barat, Robert B., & Gary, Dale E., & Federici, John F. (2010). RDX Detection with THz Spectroscopy. Journal of Infrared, Millimeter, and Terahertz Waves, 31, 1171-1181.
S, Ke, & Liu, Zhiwei, & Federici, John F., & Barat, Robert B., & Gary, Dale E., & Michalopoulou, Zoi-Heleni (2010). Two-dimensional interferometric and synthetic aperture imaging with a hybrid terahertz/millimeter wave system. Applied Optics, 49(19), E13-E19.
Su, K., & Liu, Zhiwei, & Barat, Robert B., & Gary, Dale E., & Michalopoulou, Zoi-Heleni, & Federici, John F. (2010). Terahertz 2D interferometric and synthetic aperture imaging with an incoherent source. Applied Optics, 49, 7.
Michalopoulou, Zoi-Heleni, & Bagheri, Sima, & Axe, Lisa B. (2009). Bayesian estimation of optical properties of nearshore estuarine waters: A Gibbs sampling approach. IEEE transactions on geoscience and remote sensing, 48(3), 1579--1587.
Liu, Zhiwei, & Su, Ke, & Gary, Dale E., & Federici, John F., & Barat, Robert B., & Michalopoulou, Zoi-Heleni (2009). Video-rate terahertz interferometric and synthetic aperture imaging. Applied optics, 48(19), 3788–3795.
Michalopoulou, Zoi-Heleni (2009). A Bayesian approach to modal decomposition in ocean acoustics. Journal of the Acoustical Society of America, 126(5), EL147-EL152.
Michalopoulou, Zoi-Heleni, & Bagheri, Sima, & Axe, Lisa B. (2009). Bayesian Estimation of Optical Properties of Nearshore Estuarine Waters: A Gibbs Sampling Approach . IEEE Transactions on Geoscience and Remote Sensing, 47(11), 1579-1587.
Zhiwel, Liu, & Su, Ke, & Gary, Dale E., & Federici, John F., & Barat, Robert B., & Michalopoulou, Zoi-Heleni (2009). Video rate terahertz interferometric and syntehtic aperture imaging. Applied Optics, 48(19), 3788–3795.
Zorych, Ivan, & Hor, Yew Li, & Sinyukov, Alexander M, & Michalopoulou, Zoi-Heleni, & Barat, Robert B., & Gary, Dale E., & Federici, John F. (2008). A Statistical Approach to RDX Detection with THz Reflection Spectra. CAMS Techical Report Series 2008–2009,
Sinyukov, Alexander, & Zorych, Ivan, & Michalopoulou, Zoi-Heleni, & Gary, Dale E., & Barat, Robert B., & Federici, John F. (2008). Detection of explosives by Terahertz synthetic aperture imaging—focusing and spectral classification. Comptes Rendus Physique, 9(2), 248–261.
Sinyukov, Alexander M, & Liu, Zhiwei, & Hor, Yew Li, & Su, Ke, & Barat, Robert B., & Gary, Dale E., & Michalopoulou, Zoi-Heleni, & Zorych, Ivan, & Federici, John F., & Zimdars, David (2008). Rapid-phase modulation of terahertz radiation for high-speed terahertz imaging and spectroscopy. Optics letters, 33(14), 1593–1595.
Federici, John F., & Gary, Dale E., & Barat, Robert B., & Michalopoulou, Zoi-Heleni (2007). T-rays vs. terrorists. IEEE Spectrum, 44(7), 47–52.
Sinyukov, Alexander M, & Bandyopadhyay, Aparajita, & Sengupta, Amartya, & Barat, Robert B., & Gary, Dale E., & Michalopoulou, Zoi-Heleni, & Zimdars, David, & Federici, John F. (2007). Terahertz interferometric and synthetic aperture imaging. International Journal of High Speed Electronics and Systems, 17(02), 431–443.
Bandyopadhyay, Aparajita, & Sengupta, Amartya, & Sinyukov, Alexander M, & Barat, Robert B., & Gary, Dale E., & Michalopoulou, Zoi-Heleni, & Federici, John F. (2006). Artificial neural network analysis in interferometric THz imaging for detection of lethal agents. International journal of infrared and millimeter waves, 27(8), 1145–1158.
Federici, John F., & Barat, Robert B., & Gary, Dale E., & Michalopoulou, Zoi-Heleni, & Zimdars, David (2006). Standoff sensing of explosives using terahertz radiation. American laboratory, 38(12),
Bandyopadhyay, Aparajita, & Stepanov, Andrei, & Schulkin, Brian, & Federici, Michael D, & Sengupta, Amartya, & Gary, Dale E., & Federici, John F., & Barat, Robert B., & Michalopoulou, Zoi-Heleni, & Zimdars, David (2006). Terahertz interferometric and synthetic aperture imaging. JOSA A, 23(5), 1168–1178.
Michalopoulou, Zoi-Heleni, & Bagheri, Sima, & Axe, Lisa B. (2005). Matching reflectances for the estimation of inherent optical properties. Center Appl. Math. Stat., New Jersey Inst. Technol., Newark, NJ, Tech. Rep, 0405--15.
COLLAPSE
Conference Proceeding
Direction-of-arrival estimation using Gaussian process interpolation
Proceedings of ICASSP 2023 (IEEE), 2023
Theoretical and Experimental Multi-Sensor Signal Detection in Time Spreading Distortion Underwater Channels
IEEE Proceedings of Oceans 2022, October (4th Quarter/Autumn) 2022
Sampling methods for uncertainty quantification in source localization and geoacoustic inversion in the ocean
Proceedings of Meetings in Acoustics, June 2013
Time-frequency analysis with Bayesian filtering methods for dispersion tracking
Proceedings of Meetings in Acoustics, June 2013
Interferometric and Synthetic Aperture Real-Time Terahertz Imaging
2009
Proceedings of ICASSP 2023 (IEEE), 2023
Theoretical and Experimental Multi-Sensor Signal Detection in Time Spreading Distortion Underwater Channels
IEEE Proceedings of Oceans 2022, October (4th Quarter/Autumn) 2022
Sampling methods for uncertainty quantification in source localization and geoacoustic inversion in the ocean
Proceedings of Meetings in Acoustics, June 2013
Time-frequency analysis with Bayesian filtering methods for dispersion tracking
Proceedings of Meetings in Acoustics, June 2013
Interferometric and Synthetic Aperture Real-Time Terahertz Imaging
2009
SHOW MORE
Intracellular And Subcellular Partitioning Of Nickel In Aureococcus Anophagefferens
2008
Terahertz Synthetic Aperture and Interferometric Imaging
2007
Interferometric terahertz imaging for detection of lethal agents using artificial neural network analyses
2006
Terahertz interferometric imaging of a concealed object
2006
Application of THz Imaging in Security Screening
2005
2008
Terahertz Synthetic Aperture and Interferometric Imaging
2007
Interferometric terahertz imaging for detection of lethal agents using artificial neural network analyses
2006
Terahertz interferometric imaging of a concealed object
2006
Application of THz Imaging in Security Screening
2005
COLLAPSE
Conference Abstract
Optimal sampling strategies for seabed classification and source localization with Gaussian processes and machine learning
Journal of the Acoustical Society of America, November 2023
Seabed classification using acoustic signals: A decision tree approach
Journal of the Acoustical Society of America, November 2023
Optimal sampling strategies for seabed classification and source localization with Gaussian processes and machine learning
Journal of the Acoustical Society of America, October (4th Quarter/Autumn) 2023
Seabed classification using acoustic signals: A decision tree approach
Journal of the Acoustical Society of America, October (4th Quarter/Autumn) 2023
Feature selection for seabed characterization using non-linear regression and decision trees
Journal of the Acoustical Society of America, April (2nd Quarter/Spring) 2022
Journal of the Acoustical Society of America, November 2023
Seabed classification using acoustic signals: A decision tree approach
Journal of the Acoustical Society of America, November 2023
Optimal sampling strategies for seabed classification and source localization with Gaussian processes and machine learning
Journal of the Acoustical Society of America, October (4th Quarter/Autumn) 2023
Seabed classification using acoustic signals: A decision tree approach
Journal of the Acoustical Society of America, October (4th Quarter/Autumn) 2023
Feature selection for seabed characterization using non-linear regression and decision trees
Journal of the Acoustical Society of America, April (2nd Quarter/Spring) 2022
SHOW MORE
Uncertainty reduction in matched field inversion using Gaussian Processes
Journal of the Acoustical Society of America, April (2nd Quarter/Spring) 2022
Parameter estimation in the SBCEX 17 experiment: geoacoustic inversion and source localization
Greek Women in STEM, October (4th Quarter/Autumn) 2021
Source tracking and geoacoustic inversion in the Seabed Characterization Experiment 2017
Book of Abstracts - UACE, June 2021
Source detection and localization in the ocean with a Bayesian approach
Journal of the Acoustical Society of America, May 2021
Bayesian inference for water column and sediment inversion in ocean acoustics
Journal of the Acoustical Society of America, April (2nd Quarter/Spring) 2019
Shallow Water Inversion with Sequential Filtering and Linearization
SIAM Conference on Computational Science and Engineering Abstracts, February 2019
Sequential filtering and linearization for inversion in the Seabed Characterization Experiment
Journal of the Acoustical Society of America, October (4th Quarter/Autumn) 2018
Journal of the Acoustical Society of America, April (2nd Quarter/Spring) 2022
Parameter estimation in the SBCEX 17 experiment: geoacoustic inversion and source localization
Greek Women in STEM, October (4th Quarter/Autumn) 2021
Source tracking and geoacoustic inversion in the Seabed Characterization Experiment 2017
Book of Abstracts - UACE, June 2021
Source detection and localization in the ocean with a Bayesian approach
Journal of the Acoustical Society of America, May 2021
Bayesian inference for water column and sediment inversion in ocean acoustics
Journal of the Acoustical Society of America, April (2nd Quarter/Spring) 2019
Shallow Water Inversion with Sequential Filtering and Linearization
SIAM Conference on Computational Science and Engineering Abstracts, February 2019
Sequential filtering and linearization for inversion in the Seabed Characterization Experiment
Journal of the Acoustical Society of America, October (4th Quarter/Autumn) 2018
COLLAPSE
Conference Paper
Theoretical and Experimental Multi-Sensor Signal Detection in Time Spreading Distortion Underwater Channels
IEEE Proceedings of Oceans 2022, October (4th Quarter/Autumn) 2022
IEEE Proceedings of Oceans 2022, October (4th Quarter/Autumn) 2022