Dr. Dmitry Batenkov - Personal Website

Dr. Dmitry Batenkov - Personal Website

Work experience

Since 2024, I have been a Research Scientist at Basis Research Institute, New York, NY.

Recent positions:
  • 2019-2024: Assistant Professor of Applied Mathematics, Tel Aviv University, Israel.
  • 2016-2019: Postdoctoral Associate, MIT, USA.
  • 2015-2016: Postdoctoral Researcher, Technion, Israel.

Education

  • 2014: Ph.D. in Applied Mathematics, Weizmann Institute of Science, Israel.

Contact

Email: dima dot [LAST NAME] at gmail dot com

Research Interests

  • Inverse problems
  • Scientific Machine Learning
  • Signal processing
  • Applied harmonic analysis
  • Mathematical super-resolution
  • Numerical analysis

Publications

Preprints

  1. Michael Levinov, Yosef Yomdin, Dmitry Batenkov. Algebraic Reconstruction of Piecewise-Smooth Functions of Two Variables from Fourier Data , arXiv:2503.02254, 2025. [PDF]
  2. Nuha Diab, Dmitry Batenkov. Spectral Properties of Infinitely Smooth Kernel Matrices in the Single Cluster Limit, with Applications to Multivariate Super-Resolution , arXiv:2407.10600, 2024. [PDF]
  3. Rami Katz, Giulia Giordano, Dmitry Batenkov. Data-Driven Identification of Reaction-Diffusion Dynamics from Finitely Many Non-Local Noisy Measurements by Exponential Fitting , arXiv.2404.09503, 2024. [PDF]

Journal Articles

  1. Shai Zucker, Dmitry Batenkov, Michal Segal Rozenhaimer. Physics-Informed Neural Networks for Modeling Atmospheric Radiative Transfer , Journal of Quantitative Spectroscopy and Radiative Transfer, 2025.
  2. Michal Segal Rozenhaimer, Kirk Knobelspiesse, Daniel Miller, Dmitry Batenkov. Retrievals of Biomass Burning Aerosol and Liquid Cloud Properties from Polarimetric Observations Using Deep Learning Techniques , Remote Sensing, 2025. [PDF]
  3. Rami Katz, Nuha Diab, Dmitry Batenkov. On the Accuracy of Prony's Method for Recovery of Exponential Sums with Closely Spaced Exponents , Applied and Computational Harmonic Analysis, 2024. [PDF]
  4. Adar Kahana, Symeon Papadimitropoulos, Eli Turkel, Dmitry Batenkov. A Physically Informed Deep-Learning Approach for Locating Sources in a Waveguide , The Journal of the Acoustical Society of America, 2023. [PDF]
  5. Dmitry Batenkov, Nuha Diab. Super-Resolution of Generalized Spikes and Spectra of Confluent Vandermonde Matrices , Applied and Computational Harmonic Analysis, 2023. [PDF]
  6. Rami Katz, Nuha Diab, Dmitry Batenkov. Decimated Prony's Method for Stable Super-Resolution , IEEE Signal Processing Letters, 2023. [PDF]
  7. Dmitry Batenkov, Gil Goldman. Single-Exponential Bounds for the Smallest Singular Value of Vandermonde Matrices in the Sub-Rayleigh Regime , Applied and Computational Harmonic Analysis, 2021. [PDF]
  8. Dmitry Batenkov, Gil Goldman, Yosef Yomdin. Super-Resolution of near-Colliding Point Sources , Information and Inference: A Journal of the IMA, 2021. [PDF]
  9. Dmitry Batenkov, Benedikt Diederichs, Gil Goldman, Yosef Yomdin. The Spectral Properties of Vandermonde Matrices with Clustered Nodes , Linear Algebra and its Applications, 2021. [PDF]
  10. Dmitry Batenkov, Laurent Demanet, Gil Goldman, Yosef Yomdin. Conditioning of Partial Nonuniform Fourier Matrices with Clustered Nodes , SIAM Journal on Matrix Analysis and Applications, 2020. [PDF]
  11. Dmitry Batenkov, Laurent Demanet, Hrushikesh N Mhaskar. Stable Soft Extrapolation of Entire Functions , Inverse Problems, 2019. [PDF]
  12. Dmitry Batenkov. Stability and Super-Resolution of Generalized Spike Recovery , Applied and Computational Harmonic Analysis, 2018. [PDF]
  13. Dmitry Batenkov. Accurate Solution of Near-Colliding Prony Systems via Decimation and Homotopy Continuation , Theoretical Computer Science, 2017. [PDF]
  14. Dmitry Batenkov, Yaniv Romano, Michael Elad. On the Global-Local Dichotomy in Sparsity Modeling , Compressed Sensing and Its Applications, 2017. [PDF]
  15. Dmitry Batenkov, Yosef Yomdin. Taylor domination, Turán lemma, and Poincaré-Perron sequences , Contemporary Mathematics, 2016. [PDF]
  16. D. Batenkov. Complete Algebraic Reconstruction of Piecewise-Smooth Functions from Fourier Data , Mathematics of Computation, 2015. [PDF]
  17. D. Batenkov, Y. Yomdin. Local and Global Geometry of Prony Systems and Fourier Reconstruction of Piecewise-Smooth Functions , Operator-Related Function Theory and Time-Frequency Analysis, 2015. [PDF]
  18. D. Batenkov, O. Friedland, Y. Yomdin. Sampling, Metric Entropy and Dimensionality Reduction , SIAM J.Math.Anal., 2015. [PDF]
  19. Dmitry Batenkov, Gal Binyamini. Uniform upper bounds for the cyclicity of the zero solution of the Abel differential equation , Journal of Differential Equations, 2015. [PDF]
  20. Dmitry Batenkov, Niv Sarig, Yosef Yomdin. Accuracy of Algebraic Fourier Reconstruction for Shifts of Several Signals , Sampling Theory in Signal and Image Processing, 2014. [PDF]
  21. Dmitry Batenkov, Yosef Yomdin. Geometry and Singularities of the Prony mapping , Journal of Singularities, 2014. [PDF]
  22. D. Batenkov, Y. Yomdin. On the accuracy of solving confluent Prony systems , SIAM J. Appl. Math., 2013. [PDF]
  23. D. Batenkov, V. Golubyatnikov, Y. Yomdin. Reconstruction of Planar Domains from Partial Integral Measurements , Contemporary Mathematics, 2013. [PDF]
  24. Dmitry Batenkov, Gal Binyamini. Moment Vanishing of Piecewise Solutions of Linear ODEs , Difference Equations, Discrete Dynamical Systems and Applications, 2012. [PDF]
  25. Dmitry Batenkov, Yosef Yomdin. Taylor Domination, Difference Equations, and Bautin Ideals , Difference Equations, Discrete Dynamical Systems and Applications, 2012. [PDF]
  26. D. Batenkov, Y. Yomdin. Algebraic Fourier reconstruction of piecewise smooth functions , Mathematics of Computation, 2012. [PDF]
  27. D. Batenkov, N. Sarig, Y. Yomdin. An ``algebraic\" reconstruction of piecewise-smooth functions from integral measurements , Functional Differential Equations, 2012. [PDF]
  28. Dmitry Batenkov. Open BEAGLE: a generic framework for evolutionary computations , Genetic Programming and Evolvable Machines, 2011. [PDF]
  29. D. Batenkov. Moment inversion problem for piecewise D-finite functions , Inverse Problems, 2009. [PDF]

Peer-Reviewed Conference Papers

  1. Rami Katz, Giulia Giordano, Dmitry Batenkov. Data-Driven Delay Estimation in Reaction-Diffusion Systems via Exponential Fitting , IFAC-PapersOnLine, 2024. [PDF]
  2. D. Batenkov, A. Bhandari, T. Blu. Rethinking Super-Resolution: The Bandwidth Selection Problem , ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019. [PDF]
  3. D. Batenkov, L. Demanet. Soft Extrapolation of Bandlimited Functions , 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2017. [PDF]
  4. Andrey Akinshin, Dmitry Batenkov, Yosef Yomdin. Accuracy of spike-train Fourier reconstruction for colliding nodes , 2015 International Conference on Sampling Theory and Applications (SampTA), 2015. [PDF]
  5. Dmitry Batenkov. Prony Systems via Decimation and Homotopy Continuation , Proceedings of the 2014 Symposium on Symbolic-Numeric Computation, 2014. [PDF]
  6. Dmitry Batenkov, Yosef Yomdin. Algebraic signal sampling, Gibbs phenomenon and Prony-type systems , 10th international conference on Sampling Theory and Applications (SampTA 2013), 2013. [PDF]
  7. Yosef Yomdin, Dmitry Batenkov, Niv Sarig. Decoupling of Fourier Reconstruction System for Shifts of Several Signals , 10th international conference on Sampling Theory and Applications (SampTA 2013), 2013. [PDF]
  8. D. Batenkov, G. Dinkin, Y. Yomdin. Automatic animation of high resolution images , 2012 IEEE 27th Convention of Electrical Electronics Engineers in Israel (IEEEI), 2012. [PDF]
  9. D. Batenkov, Y. Yomdin. Algebraic Reconstruction of Piecewise-Smooth Functions from Fourier Data , Proceedings of the 9th International Conference on Sampling Theory and Applications (SAMPTA), 2011. [PDF]
  10. D. Batenkov, N. Sarig, Y. Yomdin. An ``algebraic'' reconstruction of piecewise-smooth functions from integral measurements , Proc. of Sampling Theory and Applications (SAMPTA), 2009. [PDF]