Publications

Publications

Peer Reviewed papers

  • F. P. Medina and R. Paffenroth, Classification frameworks comparison on 3D point clouds, 2021 IEEE High Performance Extreme Computing Conference (HPEC), 2021, pp. 1-6, doi: 10.1109/HPEC49654.2021.9622842.
  • Medina F.P., Paffenroth R. (2021) Machine Learning in LiDAR 3D Point Clouds. In: Demir I., Lou Y., Wang X., Welker K. (eds) Advances in Data Science. Association for Women in Mathematics Series, vol 26. Springer, Cham. https://doi.org/10.1007/978-3-030-79891-8_6.
  • F. Patricia Medina, Machine Learning in Crowd Flow Exit Data, Accepted, 2019 AWM Research Symposium Proceedings, Association of Women Mathematics Series.
  • Karamatou Yacoubou Djima, F. Patricia Medina, Linda Ness and MelanieWeber, Heuristic Framework for Multi-Scale Testing of the Multi-Manifold Hypothesis , pp. 47-80. In: Ellen Gasparovic and Carlotta Domeniconi (Eds.): Research in Data Science, Association of Women in Mathematics Series. , Volume 17, Springer, 2019.
  • Grim, A., Iskra, B., Ju, N., Kryshchenko, A., Medina, F.P., Ness, L. , Ngamini, M., Owen, M., Paffenroth, R., Tang, S. Representation of Data as Multi-Scale Features and Measures, Submmited.
  • F.P. Medina and M Peszysnka, Stability for implicit-explicit schemes for non-equilibrium kinetic systems in weighted spaces with symmetrization, Journal of Computational and Applied Mathematics, Volume 328 (2018), pp 216-231, https://doi.org/10.1016/j.cam.2017.07.020
  • F.P. Medina and M. Peszysnka, Hybrid Modeling and Analysis of Multicomponent Adsorption with Applications to Coalbed Methane, Porous Media: Theory, Properties, and Applications. Nova Science Publishers, Editor: Doris Wolfe. Chapter 1, pages 1-52, 2016, ISBN 978-1-63485-474-0
  • M. Peszynska, F. P. Medina, W. Hong, M. Torres, Reduced Numerical Model for Methane Hydrate Formation under Conditions of Variable Salinity. Time-Stepping Variants and Sensitivity, Computation 2016, Special Issue on Advances in Flow and Transport in Porous Media, 4(1), 1; https://doi:10.3390/computation4010001.
  • N. Gibson, P. Medina, M. Peszynska, R. Showalter, Evolution of phase transitions in methane hydrate, J. Math. Anal. Appl., Volume 409, Issue 2 (2014), pp 816-833, doi=10.1016/j.jmaa.2013.07.023.

Theses

  • F. Patricia Medina. Mathematical Treatment and Simulation of Methane Hydrates and Adsorption Models, Ph.D. Dissertation, Oregon State University, 2014, Corvallis, Oregon, U.S.A.
  • F. Patricia Medina. Non-complementarity of Orlicz spaces in L1[0,1] and C[0,1]. Master's Thesis, University of los Andes , 2003, Mérida, Venezuela.
  • F. Patricia Medina. Regression Analysis using local polynomials, Licenciado Thesis, Central University of Venezuela, 2000, Caracas, Venezuela.