Data-Driven Discovery of Turbulent Processes

1 week ago


Århus, Århus Kommune, Denmark The University Of Illinois Full time
Data-Driven Discovery of Turbulent Processes

This project aims to apply deep learning algorithms on high-frequency monitoring data to scientific discovery of governing equations and driving factors. The prospective PhD student will conduct field work and apply methods for data-driven discovery, including:

  • Supporting the deployment of additional high-frequency loggers at Lake Ravn, Denmark, and conducting regular microstructure profiler measurements of turbulent mixing and fluorescence.
  • Curating high-frequency data from global sources to increase data volumes and quality-controlling the data to create a database of time-dynamic, depth-discrete water quality measurements.
  • Applying exploratory machine learning techniques to discover underlying relationships in the data and comparing these projections to state-of-the-art vertical 1D aquatic ecosystem models.

The successful outcome of this project has the potential to pave the way for a new generation of cutting-edge technologies for ecological research.



  • Århus, Århus Kommune, Denmark The University Of Illinois Full time

    PhD Position at Aarhus UniversityData-driven analysis of turbulence and algae dynamics using high-frequency lake monitoring dataApplicants are invited for a PhD fellowship/scholarship at Graduate School of Technical Sciences, Aarhus University, Denmark, within the Ecoscience programme. The position is available from 01 September 2025 or later.Research area...


  • Århus, Århus Kommune, Denmark The University Of Illinois Full time

    PhD Position at Aarhus UniversityData-driven analysis of turbulence and algae dynamics using high-frequency lake monitoring data Applicants are invited for a PhD fellowship/scholarship at Graduate School of Technical Sciences, Aarhus University, Denmark, within the Ecoscience programme. The position is available from 01 September 2025 or later. Research area...


  • Århus, Århus Kommune, Denmark Freshwater Ecology @ Aarhus University Full time

    Applicants are invited for a PhD fellowship/scholarship at Graduate School of Technical Sciences, Aarhus University, Denmark, within the Ecoscience programme. The position is available from 01 September 2025 or later. You can submit your application via the link under 'how to apply'. Title: Data-driven analysis of turbulence and algae dynamics using...


  • Århus, Århus Kommune, Denmark European Geosciences Union Full time

    PhD Position in Computational Limnology and Freshwater Ecology Employer: Aarhus University In the Computational Limnology team at the Freshwater Ecology section at Aarhus University, we are focused on having a diverse, fair, and inclusive team and work environment. Team members support each other and help out when we see someone physically or mentally...


  • Århus, Århus Kommune, Denmark Freshwater Ecology @ Aarhus University Full time

    Applicants are invited for a PhD fellowship/scholarship at Graduate School of Technical Sciences, Aarhus University, Denmark, within the Ecoscience programme. The position is available from 01 September 2025 or later. You can submit your application via the link under 'how to apply'.Title:Data-driven analysis of turbulence and algae dynamics using...


  • Århus, Århus Kommune, Denmark European Geosciences Union Full time

    Company OverviewAarhus University is a leading international centre for research, talent development and knowledge exchange. Our vision is to create new knowledge from a human-centred approach and to benefit not only the individual but also society at large.Job DescriptionWe're seeking a highly motivated PhD researcher to join our team in Computational...


  • Århus, Århus Kommune, Denmark The University Of Illinois Full time

    Machine Learning for Lake ManagementWe are seeking a highly motivated PhD student to join our research team at The University Of Illinois. This project focuses on applying machine learning and deep learning methods to environmental data to improve our understanding and projections of non-linear aquatic ecosystem processes.Key responsibilities...


  • Århus, Århus Kommune, Denmark The University Of Illinois Full time

    Aquatic Ecosystem Modeling PhD OpportunityWe are seeking a highly motivated PhD student to join our research team at The University Of Illinois. This project focuses on developing innovative mathematical models to improve our understanding and projections of non-linear aquatic ecosystem processes.Key responsibilities include:Supporting the deployment of...


  • Århus, Århus Kommune, Denmark The University Of Illinois Full time

    Deep Learning for Environmental ScienceThis PhD project is part of 'Integrating AI into Aquatic Ecosystem Models to Decode Ecological Complexity', funded by Villum Fonden. We aim to develop innovative mathematical models to improve our projections and understanding of non-linear aquatic ecosystem processes using deep learning algorithms.Key responsibilities...


  • Århus, Århus Kommune, Denmark Stark Danmark AS Full time

    Job SummaryWe are seeking a seasoned Senior Business Analyst to join our team in Aarhus, Denmark. This is an exciting opportunity to contribute to our digital transformation journey, enabling our application teams to thrive in a data-driven environment.As a key member of our Digital Transformation program, you will be responsible for translating business...


  • Århus, Århus Kommune, Denmark Aarhus Universitet (AU) Full time

    **About the Role**We are seeking a talented Postdoctoral Researcher to contribute to our research group's efforts in enzyme engineering and biocatalysis. The successful candidate will be responsible for discovery and development of novel enzymes, as well as optimization of existing ones for desired biocatalytic properties.Responsibilities and...


  • Århus, Århus Kommune, Denmark CIM AS Full time

    CIM A/S is a leader in the development of production software solutions for the pharmaceutical industry. We are seeking an experienced Data-Driven Production Software Specialist to join our team and contribute to the delivery of high-quality software solutions that enhance machine performance and patient safety.The ideal candidate will have a strong...


  • Århus, Århus Kommune, Denmark Aarhus Universitet (AU) Full time

    Company Overview:Aarhus Universitet (AU) is a leading institution in the field of biotechnology, with a strong focus on enzyme engineering and biocatalysis. Our team of experts works together to develop innovative solutions for sustainable and eco-friendly synthesis of biobased materials.Job Description:We are seeking a highly motivated postdoctoral...


  • Århus, Århus Kommune, Denmark European Geosciences Union Full time

    About the ProjectThis project aims to develop innovative mathematical models to improve our projections and understanding of non-linear aquatic ecosystem processes. The selected PhD student will gain skills and knowledge in limnological field monitoring, data science, environmental fluid dynamics, phytoplankton ecology, and deep learning.Key...


  • Århus, Århus Kommune, Denmark The University Of Illinois Full time

    **Company Overview**The University of Illinois is a world-renowned institution dedicated to advancing knowledge and innovation. Our Freshwater Ecology section at Aarhus University is part of this mission, focusing on understanding complex aquatic ecosystems.We are seeking a highly motivated PhD student to join our team as a Deep Learning Researcher for...


  • Århus, Århus Kommune, Denmark Brinckmann Full time

    Job DescriptionThis exciting opportunity is part of our growing research practice, focusing on wind and power-to-x (PtX) market research. You will be responsible for conducting both primary and secondary research to identify trends, opportunities, and challenges in the global wind and PtX sectors.You will also develop advanced analytical models to forecast...


  • Århus, Århus Kommune, Denmark Vestas Full time

    Business Process Optimization ExpertWe are seeking a highly skilled Business Process Optimization Expert to join our team. As a key member of our organization, you will be responsible for analyzing business processes, identifying areas for improvement, and developing data-driven solutions to drive business growth and improve profitability.The ideal candidate...


  • Århus, Århus Kommune, Denmark EG AS Full time

    Job Details:We are seeking a talented Senior Sales Analyst to join our team at EG A/S. As a key member of our Revenue Strategy and Operations department, you will be responsible for analyzing sales data to provide actionable insights and recommendations that drive revenue growth and improve sales performance.Main Responsibilities:Analyzing and interpreting...

  • Driven Strategy

    2 weeks ago


    Århus, Århus Kommune, Denmark BioMar AS Full time

    Driven Strategy & Business Development AnalystBioMar Group is looking for a talented and driven Strategy & Business Development Analyst to join our dynamic Strategy, Business Development, and M&A team. The ideal candidate possesses strong financial and analytical skills and will be a key contributor to the realization of BioMar's strategy and our ongoing IPO...

  • Driven Strategy

    4 days ago


    Århus, Århus Kommune, Denmark BioMar AS Full time

    Driven Strategy & Business Development Analyst BioMar Group is looking for a talented and driven Strategy & Business Development Analyst to join our dynamic Strategy, Business Development, and M&A team. The ideal candidate possesses strong financial and analytical skills and will be a key contributor to the realization of BioMar's strategy and our ongoing...