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Gijs Vermarien

Orcid: 0000-0002-4346-5858

According to our database1, Gijs Vermarien authored at least 4 papers between 2021 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2025
NeuralPDR: Neural Differential Equations as surrogate models for Photodissociation Regions.
[BibTeX]
[DOI]
Gijs Vermarien
,
Thomas G. Bisbas
,
Serena Viti
,
Yue Zhao
,
Xuefei Tang
,
Rahul Ravichandran
CoRR, June, 2025

Understanding molecular ratios in the carbon and oxygen poor outer Milky Way with interpretable machine learning.
[BibTeX]
[DOI]
Gijs Vermarien
,
Serena Viti
,
Johannes Heyl
,
Francesco Fontani
CoRR, May, 2025

2024
3D-PDR Orion dataset and NeuralPDR: Neural Differential Equations for Photodissociation Regions.
[BibTeX]
[DOI]
Gijs Vermarien
,
Serena Viti
,
Rahul Ravichandran
,
Thomas G. Bisbas
CoRR, 2024

2021
Sparsely Constrained Neural Networks for Model Discovery of PDEs.
[BibTeX]
[DOI]
Gert-Jan Both
,
Gijs Vermarien
,
Remy Kusters
Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021


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