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3d-pdr orion dataset

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3D-PDR Orion dataset and NeuralPDR: Neural Differential Equations for Photodissociation Regions

Vermariën, Gijs, Viti, Serena, Ravichandran, Rahul, Bisbas, Thomas G.

arXiv.org Artificial IntelligenceDec-1-2024

We present a novel dataset of simulations of the photodissociation region (PDR) in the Orion Bar and provide benchmarks of emulators for the dataset. Numerical models of PDRs are computationally expensive since the modeling of these changing regions requires resolving the thermal balance and chemical composition along a line-of-sight into an interstellar cloud. This often makes it a bottleneck for 3D simulations of these regions. In this work, we provide a dataset of 8192 models with different initial conditions simulated with 3D-PDR.

3d-pdr orion dataset, dataset, differential equation, (11 more...)

arXiv.org Artificial Intelligence

2412.00758

Country:

Europe > Netherlands > South Holland > Leiden (0.05)
South America > Paraguay > Asunción > Asunción (0.04)
Asia > China > Zhejiang Province > Hangzhou (0.04)

Genre: Research Report (0.65)

Technology: Information Technology > Artificial Intelligence > Machine Learning (1.00)

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