‘Toon is a Solutions Architect who not only excels in AI and data strategies but also makes complex concepts relatable to customers. During his time at Dataloop, he rapidly absorbed new advancements in AI, applying this knowledge to develop solutions that not only met but often exceeded our needs. Toon uniquely excelled in crafting detailed solution engineering collateral and compelling external materials that streamlined onboarding and client integration processes. He’s a quick study and a natural communicator, qualities that have made him incredibly effective in roles demanding technical expertise and customer engagement.’
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The Pied Piper of AI Just Changed His Tune The most valuable company in the world just decided to come clean. On May 25, 2026, Jensen Huang told…
The Pied Piper of AI Just Changed His Tune The most valuable company in the world just decided to come clean. On May 25, 2026, Jensen Huang told…
Gemarkeerd als interessant door Toon Weyens, Ph.D.
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China has cracked down on influencers who flaunt extreme wealth online. The country has been targeting accounts that show off luxury cars, mansions,…
China has cracked down on influencers who flaunt extreme wealth online. The country has been targeting accounts that show off luxury cars, mansions,…
Gemarkeerd als interessant door Toon Weyens, Ph.D.
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BREAKING: German Drone startup STARK is raising €300m at a €2.5bn valuation just months after raising at a €1bn valuation! 🇩🇪 German Defence tech…
BREAKING: German Drone startup STARK is raising €300m at a €2.5bn valuation just months after raising at a €1bn valuation! 🇩🇪 German Defence tech…
Gemarkeerd als interessant door Toon Weyens, Ph.D.
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Publicaties
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Computationally advantageous expressions for 3-D MHD stability
Computer Physics Communications
Numerically accurate expressions are critical for the evaluation of 3-D MHD plasma stability, as the conventional formulas generally suffer from large numerical problems. In this work, we present new expressions for the quantities of interest, namely the parallel current density , the local shear and the normal and geodesic components of the curvature .
High accuracy is achieved in these expressions by employing strategies such as avoiding as much as possible the computation of…Numerically accurate expressions are critical for the evaluation of 3-D MHD plasma stability, as the conventional formulas generally suffer from large numerical problems. In this work, we present new expressions for the quantities of interest, namely the parallel current density , the local shear and the normal and geodesic components of the curvature .
High accuracy is achieved in these expressions by employing strategies such as avoiding as much as possible the computation of derivatives in the direction normal to the flux surfaces, and avoiding cancellation errors by subtracting large numbers. The result is a set of equations that have been found to be important for the calculation of MHD stability of axisymmetric equilibria, and essential for the assessment of 3-D ones.
Andere auteursPublicatie weergeven -
Expressions for perturbed vacuum potential energy for 3D linear MHD stability
Physics of Plasmas
Publicatie weergevenThe calculation of the perturbed vacuum potential energy in an ideal Magnetohydrodynamical (MHD) system consisting of plasma surrounded by vacuum is a crucial ingredient for the treatment of peeling modes. In this work, detailed theoretical expressions are derived to describe this, making use of the potential representation of the magnetic field in the vacuum, which leads to a Laplace equation that can be solved through the boundary element method. The complications that arise from the singular…
The calculation of the perturbed vacuum potential energy in an ideal Magnetohydrodynamical (MHD) system consisting of plasma surrounded by vacuum is a crucial ingredient for the treatment of peeling modes. In this work, detailed theoretical expressions are derived to describe this, making use of the potential representation of the magnetic field in the vacuum, which leads to a Laplace equation that can be solved through the boundary element method. The complications that arise from the singular integrals that appear are studied thoroughly. Special attention is also given to the case of axisymmetric equilibria, which leads to more accurate but also more complicated analytical expressions than the general 3D expressions. In the near future, the resulting expressions will be used directly in 3D ideal MHD stability codes such as PB3D so that it can treat all 3D ideal high-n MHD stability, including peeling modes.
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PB3D: A new code for edge 3-D ideal linear peeling-ballooning stability
Journal of Computational Physics
A new numerical code PB3D (Peeling-Ballooning in 3-D) is presented. It implements and solves the intermediate-to-high-n ideal linear magnetohydrodynamic stability theory extended to full edge 3-D magnetic toroidal configurations in previous work [1]. The features that make PB3D unique are the assumptions on the perturbation structure through intermediate-to-high mode numbers n in general 3-D configurations, while allowing for displacement of the plasma edge. This makes PB3D capable of very…
A new numerical code PB3D (Peeling-Ballooning in 3-D) is presented. It implements and solves the intermediate-to-high-n ideal linear magnetohydrodynamic stability theory extended to full edge 3-D magnetic toroidal configurations in previous work [1]. The features that make PB3D unique are the assumptions on the perturbation structure through intermediate-to-high mode numbers n in general 3-D configurations, while allowing for displacement of the plasma edge. This makes PB3D capable of very efficient calculations of the full 3-D stability for the output of multiple equilibrium codes. As first verification, it is checked that results from the stability code MISHKA [2], which considers axisymmetric equilibrium configurations, are accurately reproduced, and these are then successfully extended to 3-D configurations, through comparison with COBRA [3], as well as using checks on physical consistency. The non-intuitive 3-D results presented serve as a tentative first proof of the capabilities of the code.
Andere auteursPublicatie weergeven -
Three-dimensional linear peeling-ballooning theory in magnetic fusion devices
AIP Physics of Plasmas
Ideal magnetohydrodynamics theory is extended to fully 3D magnetic configurations to investigate the linear stability of intermediate to high n peeling-ballooning modes, with n the toroidal mode number. These are thought to be important for the behavior of edge localized modes and for the limit of the size of the pedestal that governs the high confinement H-mode. The end point of the derivation is a set of coupled second order ordinary differential equations with appropriate boundary conditions…
Ideal magnetohydrodynamics theory is extended to fully 3D magnetic configurations to investigate the linear stability of intermediate to high n peeling-ballooning modes, with n the toroidal mode number. These are thought to be important for the behavior of edge localized modes and for the limit of the size of the pedestal that governs the high confinement H-mode. The end point of the derivation is a set of coupled second order ordinary differential equations with appropriate boundary conditions that minimize the perturbed energy and that can be solved to find the growth rate of the perturbations. This theory allows of the evaluation of 3D effects on edge plasma stability in tokamaks such as those associated with the toroidal ripple due to the finite number of toroidal field coils, the application of external 3D fields for elm control, local modification of the magnetic field in the vicinity of ferromagnetic components such as the test blanket modules in ITER, etc.
Andere auteursPublicatie weergeven
Onderscheidingen
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Monaco/ITER postdoctoral Fellowship
Principality of Monaco
The Monaco/ITER Postdoctoral Fellowship Program allows young researchers to participate in one of the great scientific and technical challenges of the 21st century and to work closely with leading experts in fusion science and technology within a unique international setting. The principal motivation of the research fellowships is the development of excellence in research in fusion science and technology within the ITER framework. Brilliance and creativity, together with understanding of the…
The Monaco/ITER Postdoctoral Fellowship Program allows young researchers to participate in one of the great scientific and technical challenges of the 21st century and to work closely with leading experts in fusion science and technology within a unique international setting. The principal motivation of the research fellowships is the development of excellence in research in fusion science and technology within the ITER framework. Brilliance and creativity, together with understanding of the relevance of the individual research interests to the ITER Project, are a key requirement.
https://www.iter.org/education/international/postdoctoral -
PhD Research Award
European Physical Society
The Plasma Physics Division of the European Physical Society (EPS) shall grant up to four prizes annually to young scientists from the 38 European countries associated with the EPS in recognition of truly outstanding research achievements associated with their PhD study in the broad field of plasma physics.
The recipients of the 2017 PhD Research Awards are (per alphabetic order): Justin Ball (Oxford University, UK) for his study of the effect of plasma boundary shape on driving…The Plasma Physics Division of the European Physical Society (EPS) shall grant up to four prizes annually to young scientists from the 38 European countries associated with the EPS in recognition of truly outstanding research achievements associated with their PhD study in the broad field of plasma physics.
The recipients of the 2017 PhD Research Awards are (per alphabetic order): Justin Ball (Oxford University, UK) for his study of the effect of plasma boundary shape on driving intrinsic rotation in the tokamak, and more generally on the confinement properties, Luca Fedeli (Pisa University, Italy) for his study of surface plasmons, which are excited by intense laser pulses at a vacuum-plasma interface, and Toon Weyens (Univ. Carlos III de Madrid, Spain, and Eindhoven University of Technology, Netherlands) for his study of a key aspect of toroidal plasma stability, the effects of non-axisymmetric fields on peeling-ballooning stability. -
MVP award
DataRobot
Most valuable award for pre sales
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Word nu lid om dit te bekijkenMeer activiteiten van Toon
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TL;DR... After 7+ intense and rewarding years at DataRobot, I’ve decided to step away and properly recharge before my next career adventure. I’m not…
TL;DR... After 7+ intense and rewarding years at DataRobot, I’ve decided to step away and properly recharge before my next career adventure. I’m not…
Gemarkeerd als interessant door Toon Weyens, Ph.D.
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Thank you to the over 1,500 attendees who joined us in Paris for our first AI Now Summit. We are grateful to our sponsors and presenters for…
Thank you to the over 1,500 attendees who joined us in Paris for our first AI Now Summit. We are grateful to our sponsors and presenters for…
Gemarkeerd als interessant door Toon Weyens, Ph.D.
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I am extremely rich. I know this because I have a Luxembourg salary. Everyone knows Luxembourg is the richest country in the world. My friends…
I am extremely rich. I know this because I have a Luxembourg salary. Everyone knows Luxembourg is the richest country in the world. My friends…
Gemarkeerd als interessant door Toon Weyens, Ph.D.
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When I walked out of GE for the last time in 2017 after 35 years, the phone stopped ringing. Board offers were withdrawn, and people I’d known for…
When I walked out of GE for the last time in 2017 after 35 years, the phone stopped ringing. Board offers were withdrawn, and people I’d known for…
Gemarkeerd als interessant door Toon Weyens, Ph.D.
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AI agents are advancing research-level math. 🚀 This rapid progress is happening across natural language math, which requires human verification of…
AI agents are advancing research-level math. 🚀 This rapid progress is happening across natural language math, which requires human verification of…
Gemarkeerd als interessant door Toon Weyens, Ph.D.
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Heading to HLTH Europe 2026, Amsterdam. As CBO of Beilinson Innovation Center, the leading hospital of Clalit, the largest HMO in EMEA (5M members…
Heading to HLTH Europe 2026, Amsterdam. As CBO of Beilinson Innovation Center, the leading hospital of Clalit, the largest HMO in EMEA (5M members…
Gemarkeerd als interessant door Toon Weyens, Ph.D.
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I'm stepping into a new role at Pacific Fusion: Vice President of Technology. I began my work at Pacific Fusion by developing our simulation and…
I'm stepping into a new role at Pacific Fusion: Vice President of Technology. I began my work at Pacific Fusion by developing our simulation and…
Gemarkeerd als interessant door Toon Weyens, Ph.D.