Research papers

  1. Building a Life Cycle Assessment Model using Bayesian Networks
    arXiv
    11 Jan 2024
    Authors: Cédric Fraces Gasmi; Wennan Long

  2. Uncertainty Quantification for Transport in Porous Media Using Parameterized Physics Informed Neural Networks
    SPE Reservoir Simulation Conference
    21 Mar 2023
    Authors: Cédric Fraces Gasmi; Hamdi A. Tchelepi

  3. Bayesian Network Representation of Joint Normal Distributions - Cascading Regressions Model
    SSRN
    05 Nov 2022
    Author: Denis Papaioannou

  4. Bayesian Network Representation of Joint Normal Distributions - Confounding Variables Model
    SSRN
    05 Nov 2022
    Author: Denis Papaioannou

  5. Machine Learning in Heterogeneous Porous Materials
    The University of Utah
    25 Jan 2022
    Authors: Marta D'Elia; Hang Deng; Cedric Fraces; et al.

  6. Sovereign Sustainability-Linked Bonds – Opportunities, Challenges and Pricing Considerations
    SSRN
    13 Jan 2022
    Authors: Denis Papaioannou; abdeldjellil bouzidi, Ph.D

  7. Physics Informed Deep Learning for Transport in Porous Media. Buckley Leverett Problem
    arXiv
    16 Jan 2020
    Authors: Cedric G. Fraces; Adrien Papaioannou; Hamdi Tchelepi

  8. A Probabilistic Graphical Models Approach to Model Interconnectedness
    International Journal of Risk Assessment and Management 23 (2)
    27 Nov 2017
    Authors: Alexander Denev; Adrien Papaioannou; Orazio Angelini

  9. CSA Caps Convexity Impact on Hull & White Calibration
    Wilmott Magazine issue 75
    15 Jun 2013
    Author: Denis Papaioannou

  10. Hull & White Convexity Adjustments for Credit-Riskless Interest Rate Swaps Under CSA
    Wilmott Magazine issue 64
    31 Jan 2013
    Authors: Denis Papaioannou; Meriem Chouqi; Benjamin Giardina

  11. Applied Multidimensional Girsanov Theorem
    SSRN
    14 Jul 2012
    Author: Denis Papaioannou

  12. A New Method for Thermodynamic Equilibrium Computation of Systems With an Arbitrary Number of Phases
    SPE Reservoir Simulation Symposium
    02 Feb 2009
    Authors: Cédric Fraces Gasmi; Denis V. Voskov; Hamdi A. Tchelepi