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Ján Drgoňa

Researcher

PhysicsMachine learning

Now Associate Professor, Department of Civil and Systems Engineering (secondary appointment in Electrical and Computer Engineering; core faculty, Ralph S. O'Connor Sustainable Energy Institute) · Johns Hopkins University

@jan_drgonadrgona.github.io ↗

Associate professor of civil and systems engineering at Johns Hopkins working on differentiable programming and scientific machine learning for dynamical systems, optimisation and control in energy systems. Lead developer of the Neuromancer SciML library; formerly a data scientist at PNNL.

Path

Current

  1. Johns Hopkins UniversityAssociate Professor, Department of Civil and Systems Engineering (secondary appointment in Electrical and Computer Engineering; core faculty, Ralph S. O'Connor Sustainable Energy Institute)
    2025 – present

Previous

  1. Pacific Northwest National LaboratoryData Scientist 4, leading a team on differentiable programming for dynamical systems in energy
    2023 – 2024
  2. Climate Change AICore team member
    2020 – 2023
  3. Pacific Northwest National LaboratoryData Scientist 3
    2022 – 2023
  4. Pacific Northwest National LaboratoryData Scientist 2
    2020 – 2021
  5. Pacific Northwest National LaboratoryPostdoctoral researcher
    2019 – 2020
  6. KU LeuvenPostdoctoral researcher
    2017 – 2019
  7. KU LeuvenVisiting PhD student
    2016 – 2017

Sourcesdrgona.github.iodrgona.github.io/cvEducation and jobs are read from their own homepage or employer's page; papers checked on arXiv. From LinkedIn only the person's own public posts are read; GitHub is a link only.

Account links back to x.com/jan_drgona · Avatar from their X account, taken 2026-11-02

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