Elling Svee

About

I am a PhD student at NTNU working on applied mathematics and statistics. My research interests include spatio-temporal modeling, HPC and machine learning.

Research

In progress

CO2BatchFill.jl: Graph-based modeling of CO2 migration. Implemented in Julia.

Various Projects

JPI: A library for distributed computing with JAX using MPI.
JutulGPT: An AI assistant for the JutulDarcy.jl reservoir simulator.

Publications

Agentic Scientific Simulation: Execution-Grounded Model Construction and Reconstruction
Knut-Andreas Lie, Olav Møyner, Elling Svee and Jakob Torben
Preprint, 2026
arXiv

Non-stationary Spatial Modeling Using Fractional SPDEs
Elling Svee and Geir-Arne Fuglstad
Preprint, 2025
arXiv

A Framework for Spatial Modeling Using Fractional and Non-Stationary SPDEs
Elling Svee
Masters Thesis, 2025
Nasjonalt vitenarkiv

Teaching

Spring 2026: Assistant in TMA4320 Introduction to Scientific Computation.

Other

Posters

Geilo Winter School January 2026: CO2BatchFill.jl: Efficient modeling of multi-layer CO2 migration (PDF)

Conferences

Computational Sciences - Quo Vadis 11-13 November 2025
Geilo Winter School 18-23 January 2026

Contact

Email: elling.svee@ntnu.no
Address:
1056, Sentralbygg 2
NTNU Gløshaugen
Trondheim, Norway