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PhD in 3D radiation in clouds and wildfire plumes using GPUs and machine learning

Wageningen University & Research · Wageningen, Netherlands

Posted · Deadline:

Overview

A PhD position in Artificial Intelligence, Computer Science, Physics, Mathematics, Environmental Sciences at Wageningen University & Research, based in Wageningen, Netherlands. Applications close on 1 Nov 2026. The listing states that the position is paid.

Key facts

Opportunity type
PhD position
Organization
Wageningen University & Research
Location
Wageningen, Netherlands
Field / discipline
Artificial Intelligence, Computer Science, Physics, Mathematics, Environmental Sciences
Application deadline
1 Nov 2026
Funding / compensation
Paid
Duration
See source description
Last source check
No source check recorded

Project description

Original title: PhD: 3D radiation in clouds and wildfire plumes using GPUs and machine learning

  • Setting up three benchmark simulations in the GPU-accelerated model MicroHH: solar energy forecasting, tropical climate, and a real wildfire plume.
  • Developing a 3D thermal radiation solver within the RTE-RRTMGP-CPP ray tracer, including smart strategies for sampling radiation sources.
  • Quantifying how 3D radiation changes clouds, surface irradiance and plume dynamics compared to conventional 1D radiation.
  • Co-developing a physics-informed machine-learning denoiser with your Leiden colleague, and evaluating it together with the user committee in operational settings.
  • Publishing your results in leading journals and presenting them at international conferences and to users from the field.

Requirements and eligibility

See the source description and original listing for specific eligibility requirements.

Application documents

See the source description and original listing for required application documents.

Funding, benefits and conditions

See the source description and original listing for additional benefits and employment conditions.

Contacts and supervision

See the source description and original listing for contacts and supervision details.

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Before you apply

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CV, motivation letter, and supervisor email templates

How to apply

Apply via AcademicTransfer. Application deadline: 1 Nov 2026. Confirm the current requirements there.

Source and listing information

Application source: AcademicTransfer. Listing details may change; confirm them on the source site. A source check confirms page availability, not endorsement of the organization.

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Frequently asked questions

What type of opportunity is this and where is it based?
This is a PhD position at Wageningen University & Research, based in Wageningen, Netherlands.
What is the application deadline?
Application deadline: 1 Nov 2026. Confirm the current deadline on the original listing.
Is funding or compensation specified?
Paid. Check the original listing for exact amounts and conditions.
Where can I apply and check the full requirements?
Use the application link to AcademicTransfer. The original listing provides the full requirements, documents and application instructions.

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