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  • Machine learning highly speeds up the modelling of nuclear fusion reactors

    … fusion reactor. DIFFER-researchers are pioneering very fast neural network models for plasma turbulence. Jonathan … says Citrin, head of the Integrated Modelling and Transport group at DIFFER. “My long term vision is that we will use … high-energy-density physics   Text by Bennie Mols Go to the News page. … Using machine learning is a promising trend in …
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  • Jonathan Citrin: “I want to help build the cathedral of fusion”

    … on July 12, 2022 Jonathan Citrin, leader of the DIFFER group Integrated Modelling and Transport, recently was … physical subsystems, which is the result of highly nonlinear physics. At the same time the societal promise of … Team spirit is crucial.” Text by Bennie Mols Go to the News page. … Jonathan Citrin, leader of the DIFFER group …
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  • Neural network accelerates plasma simulations

    … problem to tackle. From days to tens of seconds Current nonlinear models to describe the complex turbulent behavior … will be crucial for their control systems.’ Open Access publication Fast modeling of turbulent transport in fusion … computational model are also freely available. Go to the News page. … By combining a deep understanding of plasma …
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  • Machine Learning for Control Oriented Models

    … machine learning techniques. This emulation is achieved by nonlinear regression of compiled databases of transport … network output is sub-millisecond for full radial profiles of turbulent transport fluxes. This is sufficient for … We collaborate closely with the Control Systems Technology group at the Technical University of Eindhoven. ITER and …
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  • Photonics for Energy group moves to TU/e

    … Photonics for Energy group moves to TU/e Published on September 03, 2018 Starting September 2018, the DIFFER group Photonics for Energy , headed by prof. Jaime Gómez … highlights Photonics for Energy in the media Go to the News page. … Starting September 2018, the DIFFER group …
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  • Our Chemical Energy research

    … research (YouTube, English with Dutch subtitles)   Research groups Autonomous Energy Materials Discovery Applying … discover new materials for energy conversion and storage - group leader: Dr. Süleyman Er Catalytic and Electrochemical … of existing and to develop new routes for energy storage - group leader: Dr. Mihalis Tsampas Electrochemical Materials …
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  • Group Leader in AI-Assisted Autonomous Experimentation

    … Group Leader in AI-Assisted Autonomous Experimentation Details DIFFER is looking for a Group Leader in AI-Assisted Autonomous Experimentation to … of experience Senior Expert Scale 13 Vacancy id 1161621 Publication date April 11, 2025 Closing date July 31, 2025 …
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  • EUROfusion Grants for researchers Jelle Slief and Aaron Ho

    … Slief will do research as a PhD student in the DIFFER group Energy Systems & Control. Top engineering talent The … During his PhD research at DIFFER Ho has developed a neural network model for plasma turbulence, making reactor … Modeling and Transport. More information EUROfusion news item on EEC grants EUROfusion news item on ERG grants …
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  • Reduced Turbulence Modelling

    … to increase computational tractability compared to full nonlinear codes. They are designed to allow routine simulation of … have proven successful in reproducing experimental profiles in many cases. We are co-developers of the QuaLiKiz …
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  • Gas valve identification and control

    … In a recent experiment of the Energy Systems and Control group in which the plasma detachment dynamics were … gas valve exhibiting an insufficiently high bandwidth and nonlinear behavior in its piezoelectric actuator. For this reason, the Energy Systems and Control group is focusing on the characterization of the nonlinear …
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  • Anja Bieberle elected workgroup leader EU COST Action

    … Anja Bieberle elected workgroup leader EU COST Action Published on November 28, 2019 … from abundant elements”. A COST Action is a European network dedicated to scientific collaboration and is … group Electrochemical Materials and Interfaces Go to the News page. … Anja Bieberle-Hütter was elected work group …
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  • Our fusion energy research

    … research (YouTube, English with Dutch subtitles)   Research groups Energy Systems and Control   Developing system … and control algorithms for nuclear fusion reactors - group leader: Dr.Ir. Matthijs van Berkel Integrated … aspects for magnetic confinement fusion science - group leader: Dr. Sven Wiesen Plasma Edge Physics and …
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  • New group leader Beata Tyburska-Pueschel wants to accelerate Radiation-Induced Defect Research

    … New group leader Beata Tyburska-Pueschel wants to accelerate … opportunities lie ahead in the coming decades. The new group leader of the Radiation-Induced Defect Research group … the energy transition." Author: Rianne van Hoek Go to the News page. … Beata Tyburska-Pueschel sees a multitude of …
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  • Transmission electron microscopy at DIFFER

    … or thin films aimed at energy applications. NEA group with the TEM at DIFFER Andrea Baldi, group leader of DIFFER’s Nanomaterials for Energy … Electron diffraction of gold metal nanoparticles Go to the News page. … Since the summer of 2018, DIFFER houses a …
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  • Jaime Gómez Rivas moves Surface Photonics research to DIFFER

    … on July 03, 2015 3 July 2015 On July 1st 2015, the research group in Surface Photonics lead by Jaime Gómez Rivas will … to improve the performance of LEDs, has led to more than 70 publications in peer-reviewed journals and 20 patent … on fundamental processes in energy devices. Go to the News page. … 3 July 2015 On July 1st 2015, the research …
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