hyopml/CITATION.cff at main · cssr-tools/hyopml · GitHub

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cff-version: 1.2.0
title: "hyopml"
version: "0.1.0"
authors:
  - family-names: Lechevallier
    given-names: Antoine
  - family-names: Desroziers
    given-names: Sylvain
  - family-names: Faney
    given-names: Thibault
  - family-names: Flauraud
    given-names: Eric
  - family-names: Nataf
    given-names: Frédéric
date-released: 2025-01-01
doi: "10.1016/j.cageo.2025.105872"
url: "https://github.com/cssr-tools/hyopml"
keywords:
  - Python
  - OPM Flow
  - Hybrid Newton
  - Neural Network
references:
  - type: article-journal
    title: "Hybrid Newton method for the acceleration of well event handling in the simulation of CO₂ storage using supervised learning"
    authors:
      - family-names: Lechevallier
        given-names: Antoine
      - family-names: Desroziers
        given-names: Sylvain
      - family-names: Faney
        given-names: Thibault
      - family-names: Flauraud
        given-names: Eric
      - family-names: Nataf
        given-names: Frédéric
    journal: "Computers & Geosciences"
    volume: 197
    year: 2025
    doi: "10.1016/j.cageo.2025.105872"
    url: "https://www.sciencedirect.com/science/article/pii/S0098300425000226"

  - type: paper-conference
    title: "Incremental Machine Learning for Near-Well Prediction: A Non-Linear Preconditioning Approach to Faster History Matching"
    authors:
      - family-names: Lechevallier
        given-names: Antoine
      - family-names: Sandve
        given-names: Tor Harald
      - family-names: Landa-Marbán
        given-names: David
      - family-names: Kane
        given-names: Birane
      - family-names: Gasda
        given-names: Sarah Eileen
    event: "SPE Reservoir Simulation Conference"
    location: "Galveston, Texas, USA"
    month: 3
    year: 2025
    url: "https://doi.org/10.2118/223843-MS"

  - type: preprint
    title: "Fast Nonlinear Preconditioning for History Matching via Random Feature Learning"
    authors:
      - family-names: Lechevallier
        given-names: Antoine
      - family-names: Sandve
        given-names: Tor Harald
      - family-names: Landa-Marbán
        given-names: David
      - family-names: Kane
        given-names: Birane
      - family-names: Gasda
        given-names: Sarah
    year: 2025
    url: "https://hal.archives-ouvertes.fr/hal-05091794"