Publications

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Peer-reviewed journal articles

  1. Online Search Tool for Graphical Patterns in Electronic Band Structures
    S.S. Borysov, B. Olsthoorn, M.B. Gedik, R.M. Geilhufe, A.V. Balatsky
    Nature npj Computational Materials 4, 46 (2018)
  2. Towards novel organic High-Tc superconductors: Data mining using density of states similarity search
    R.M. Geilhufe, S.S. Borysov, D. Kalpakchi, A.V. Balatsky
    Physical Review Materials 2, 024802 (2018)
  3. Data mining for three-dimensional organic Dirac materials: Focus on space group 19
    R.M. Geilhufe, S.S. Borysov, A. Bouhon, A.V. Balatsky
    Nature Scientific Reports 7, 7298 (2017)
  4. Organic Materials Database: an open-access online database for data mining
    S.S. Borysov, R.M. Geilhufe, A.V. Balatsky
    PLoS ONE 12(2), e0171501 (2017)
  5. Three-dimensional organic Dirac-line materials due to nonsymmorphic symmetry: A data mining approach
    R.M. Geilhufe, A. Bouhon, S.S. Borysov, A.V. Balatsky
    Physical Review B 95, 041103(R) (2017)
  6. A Bayesian additive model for understanding public transport usage in special events
    F. Rodrigues, S.S. Borysov, B. Ribeiro, F.C. Pereira
    IEEE Transactions on Pattern Analysis and Machine Intelligence 39(11), 2113-2126 (2017)
  7. U.S. stock market interaction network as learned by the Boltzmann machine
    S.S. Borysov, Y. Roudi, A.V. Balatsky
    European Physical Journal B 88, 321 (2015)
  8. Resource demand growth and sustainability due to increased world consumption
    A.V. Balatsky, G.I. Balatsky, S.S. Borysov
    Sustainability 7(3), 3430‑3440 (2015)
  9. Determining surface properties with bimodal and multimodal AFM
    D. Forchheimer, S.S. Borysov, D.B. Haviland
    Nanotechnology 25, 485708 (2014)
  10. Dynamic calibration of higher eigenmode parameters of a cantilever in atomic force microscopy using tip-surface interactions
    S.S. Borysov, D. Forchheimer, D.B. Haviland
    Beilstein Journal of Nanotechnology 5, 1899‑1904 (2014)
  11. Cross-correlation asymmetries and causal relationships between stock and market risk
    S.S. Borysov, A.V. Balatsky
    PLoS ONE 9(8), e105874 (2014)
  12. Reconstruction of tip-surface interactions with multimodal intermodulation atomic force microscopy
    S.S. Borysov, D. Platz, A.S. de Wijn, D. Forchheimer, E.A. Tolén, A.V. Balatsky, D.B. Haviland
    Physical Review B 88, 115405 (2013)
  13. Creation probabilities of hierarchical trees
    A.I. Olemskoi, S.S. Borysov, I.A. Shuda
    Journal of Physical Studies 15, No. 2 (2011)
  14. Suppression of oscillations by Lévy noise
    A.I. Olemskoi, S.S. Borysov, I.A. Shuda
    Ukrainian Journal of Physics 56, No. 3, 287‑295 (2011)
  15. Analytical and numerical studies of creation probabilities of hierarchical trees
    A.I. Olemskoi, S.S. Borysov, I.A. Shuda
    Condensed Matter Physics 14, No. 1, 14001-1 (2011)
  16. Statistical field theories deformed within different calculi
    A.I. Olemskoi, S.S. Borysov, I.A. Shuda
    European Physical Journal B 77, 219‑231 (2010)
  17. Noise-induced oscillations in non-equilibrium steady state systems
    I.A. Shuda, S.S. Borysov, A.I. Olemskoi
    Physica Scripta 79, 065001 (2009)
  18. Deformed sum of geometric progression [in Russian]
    A.I. Olemskoi, S.S. Borysov, I.A. Shuda
    Visnyk of SSU: Physics-Mathematics-Mechanics 2, 8289 (2008)
  19. Conditions for self-organized modulation
    O.I. Olemskoi, I.O. Shuda, S.S. Borisov
    Ukrainian Journal of Physics 53, No. 11, 11201128 (2008)

Peer-reviewed conference contributions

  1. Band gap prediction for large organic crystal structures with machine learning
    B. Olsthoorn, R.M. Geilhufe, S.S. Borysov, A.V. Balatsky
    Advances in Neural Information Processing Systems (NeurIPS), Spotlight Talk at the Workshop on Machine Learning for Molecules and Materials, Montréal, Canada (2018)
  2. Traffic-flow & Air Quality Experiment
    C.G. Nielsen, S.S. Borysov, M. Gaml, T. Hjøllund, V. Krishnamoorthy
    25th ITS World Congress, Copenhagen, Denmark (2018)
  3. Using Internet search queries to predict human mobility in social events
    S.S. Borysov, M. Lourenco, F. Rodrigues, A.V. Balatsky, F.C. Pereira
    2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), Rio de Janeiro, Brazil, 1342‑1347 (2016)

Book chapters

  1. Machine Learning Fundamentals
    F.C. Pereira, S.S. Borysov
    In “Mobility Patterns, Big Data and Transport Analytics”, edited by C. Antoniou,
    L. Dimitriou, F.C. Pereira, Elsevier, pp. 9-29 (2019)

Preprints

  1. Band gap prediction for large organic crystal structures with machine learning
    B. Olsthoorn, R.M. Geilhufe, S.S. Borysov, A.V. Balatsky
    arXiv preprint 1810.12814 (2018)
  2. Scalable Population Synthesis with Deep Generative Modeling
    S.S. Borysov, J. Rich, F.C. Pereira
    arXiv preprint 1808.06910 (2018)
  3. Symmetry-Based Search for Filling-Enforced Organic Semimetals: Rampant Magnetic Instabilities
    B.J. Wieder, R.M. Geilhufe, S.S. Borysov, A.V. Balatsky
    In preparation (2018)
  4. Introducing Super Pseudo-Panels: Application to Transport Preference Dynamics
    S.S. Borysov, J. Rich
    In preparation (2018)

Conference proceedings and invited talks

  1. Population Synthesis Meets Deep Generative Modelling
    S.S. Borysov, J. Rich, F.C. Pereira
    7th Symposium of the European Association for Research in Transportation (hEART),  Athens, Greece (2018)
  2. Online Pattern Search Tools for Organic Materials Database
    S.S. Borysov, R.M. Geilhufe, B. Olsthoorn, A.V. Balatsky
    APS Bulletin of the American Physical Society Volume 62, APS March Meeting 2018, Los Angeles, CA, USA (2018)
  3. Electronic Band Structure Prediction with Machine Learning
    B. Olsthoorn, S.S. Borysov, R.M. Geilhufe, A.V. Balatsky
    APS Bulletin of the American Physical Society Volume 62, APS March Meeting 2018, Los Angeles, CA, USA (2018)
  4. Interaction Instabilities in Organic Filling-Enforced Semimetals
    B. Wieder, R.M. Geilhufe, S.S. Borysov, A.V. Balatsky
    APS Bulletin of the American Physical Society Volume 62, APS March Meeting 2018, Los Angeles, CA, USA (2018)
  5. Dirac Materials and Organic Materials Database
    A.V. Balatsky, S.S. Borysov
    APS Editorial office seminar, Ridge, NY, USA (2017)
  6. Organic Materials Database: Electronic structure database with focus on data mining
    S.S. Borysov, R.M. Geilhufe,  A.V. Balatsky
    APS Bulletin of the American Physical Society Volume 61, APS March Meeting 2017, New Orleans, LA, USA (2017)
  7. Data mining for 3D organic Dirac materials
    R.M. Geilhufe, S.S. Borysov, A. Bouhon, A. Balatsky
    APS Bulletin of the American Physical Society Volume 61, APS March Meeting 2017, New Orleans, LA, USA (2017)
  8. Organic Materials Database: Online database with focus on data mining
    S.S. Borysov, R.M. Geilhufe,  A.V. Balatsky
    Materials Science / Data Technology Nexus: IMS mini-symposium, Santa Fe, NM, USA (2016)
  9. A generative pairwise interaction model for the U.S. stock market
    S.S. Borysov, Y. Roudi, A.V. Balatsky
    Asia-Pacific Econophysics Conference 2015, Singapore (2015)
  10. A supervised topic model for overcrowding prediction
    S.S. Borysov
    Future Urban Mobility Symposium 2015, Singapore (2015)
  11. Lead-lag relationships between stock and market risk within linear response theory
    S.S. Borysov, A.V. Balatsky
    APS Bulletin of the American Physical Society Volume 60, APS March Meeting 2015, San Antonio, TX, USA (2015)
  12. Internal and external influence in the US stock market
    S.S. Borysov, Y. Roudi, A.V. Balatsky
    APS Bulletin of the American Physical Society Volume 59, APS March Meeting 2014, Denver, CO, USA (2014)
  13. Reconstruction of tip-surface interactions with multimodal intermodulation atomic force microscopy
    S.S. Borysov, D. Platz, A.S. de Wijn, D. Forchheimer, E.A. Tolén, A.V. Balatsky, D.B. Haviland
    APS Bulletin of the American Physical Society Volume 59, APS March Meeting 2014, Denver, CO, USA (2014)
  14. Investigation of creation probability of hierarchical structures [in Russian]
    A.I. Olemskoi, S.S. Borysov
    Nanostructure materials 2010, Kiev, Ukraine (2010)
  15. Generalization of statistical field theories within deformed calculi
    A.I. Olemskoi, S.S. Borysov, I.A. Shuda
    Modern Problems in Condensed Matter Physics, Kiev, Ukraine (2010)
  16. Creation probabilities of hierarchical trees within deformed algebra
    A.I. Olemskoi, S.S. Borysov, I.A. Shuda
    Ukrainian-German symposium on physics and chemistry of nanostructures and on nanobiotechnology, Beregove, AR Crimea, Ukraine (2010)
  17. Creation probability of hierarchical structure [in Russian]
    S.S. Borysov, O.I. Olemskoi
    SSU Sci. Conf. 2009, Sumy, Ukraine (2009)
  18. Conditions for self-organized modulation [in Ukrainian]
    S.S. Borysov, I.A. Shuda, O.I. Olemskoi
    SSU Sci. Conf. 2008, Sumy, Ukraine (2008)
  19. Noise induced Hopf bifurcation
    I.A. Shuda, S.S. Borisov, A.I. Olemskoi
    Int. conf. in Statistical Physics 2008, Kolymbari, Chania, Greece (2008)
  20. Conditions for Hopf bifurcation in Lorenz system [in Ukrainian]
    A.I. Olemskoi, I.A. Shuda, S.S. Borysov
    SSCAPI-2008, Lviv, Ukraine (2008)