Huidige banen gerelateerd aan Phd Candidate Physics-informed Neural Networks for - Enschede - Universiteit Twente
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Enschede, Nederland Universiteit Twente Voltijd**Key takeaways**: - Hours - 38 hr.- Salary indication- Salary gross/monthly based on full-time- € 2,901 - € 3,707- Deadline - 13 Feb 2025 This research position is part of the NWO-funded SOURCE program: Sand nOURisment strategies for sustainable Coastal Ecosystems. The SOURCE philosophy is that carefully planned sand nourishments in the present will...
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Enschede, Nederland Universiteit Twente Voltijd**Key takeaways**: - Hours - 40 hr.- Salary indication- Salary gross/monthly based on full-time- € 2,901 - € 3,707- Deadline - 5 Mar 2025 The University of Twente is committed to providing a working environment where everyone is valued, respected, and supported to progress. Our priority is to ensure that no one is disadvantaged based on their ethnicity,...
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Enschede, Nederland Universiteit Twente Voltijd**Key takeaways**: - Hours - 40 hr.- Salary indication- Salary gross/monthly based on full-time- € 2,901 - € 3,707- Deadline - 31 Jan 2025 This position is part of the Horizon Europe Pathfinder project HYBRAIN. HYBRAIN’s vision is to realize a radically new technology for ultra-fast and energy-efficient edge AI inference based on a world-first,...
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Enschede, Overijssel, Nederland University of Twente VoltijdAs part of the National research program Aviation in Transition, the Production Technology group at the University of Twente has a PhD position on the modelling of the out-of-autoclave processing of thermoplastic composites. Thermoplastic composite materials are considered a prime candidate for the next generation of commercial aircraft. Compared to...
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Enschede, Nederland Universiteit Twente Voltijd**Key takeaways**: - Hours - 40 hr.- Salary indication- Salary gross/monthly based on full-time- € 2,872 - € 3,760- Deadline - 2 Feb 2025 Kadaster and the UT have joined forces to operate at the forefront of knowledge about federated data; the goal is to advance the research field and develop methods and techniques to extract, combine, and analyse...
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PhD Position in Machine Learning for Green Credit Scores
3 dagen geleden
Enschede, Overijssel, Nederland University of Twente (UT) VoltijdThe goal is to resolve how financial settings can adapt practices or propose solutions for designing green credit scoring models. This will facilitate improved access to investment and credit, thereby promoting fair and sustainable economic growth. You will be a member of the MSCA Industrial Doctoral Network on Digital Finance, a European Research and...
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Phd Positions On The Eu Project Bio-gentle
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Enschede, Nederland Universiteit Twente Voltijd**Key takeaways**: - Hours- 38 - 40 hr.- - Salary indication- Salary gross/monthly based on full-time - € 2,770 - € 3,539- - Deadline- 15 Nov 2024**Your profile**: - You are an enthusiastic and highly motivated researcher. - You have, or will shortly, acquire a master’s degree in the field of (chemical) engineering, physical chemistry, physics, bio...
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2 Phd Positions in “recycling Process Analysis of
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Enschede, Nederland Universiteit Twente Voltijd**Key takeaways**: - Hours- 38 - 40 hr.- - Salary indication- Salary gross/monthly based on full-time - € 2,872 - € 3,670- - Deadline- 20 Oct 2024As part of the European project FibReLoop, a Marie Sklodowska-Curie (MSCA) Doctoral Network, we have two PhD positions on modelling and characterization of recycled thermoplastic composite materials. The...
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Enschede, Nederland Universiteit Twente Voltijd**Key takeaways**: - Hours - 38 hr.- Salary indication- Salary gross/monthly based on full-time- € 2,901 - € 3,707- Deadline - 3 Mar 2025 This research position is part of the NWO-funded SOURCE program: Sand nOURisment strategies for sustainable Coastal Ecosystems. The SOURCE philosophy is that carefully planned sand nourishments in the present will...
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Enschede, Nederland Universiteit Twente Voltijd**Key takeaways**: - Hours - 40 hr.- Salary indication- Salary gross/monthly based on full-time- € 2,901 - € 3,707- Deadline - 31 Jan 2025 The rapid evolution of communication networks, which are expected to further grow in complexity and scale, has significantly improved global connectivity. However, this growth also led to a substantial increase in...
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Enschede, Nederland Universiteit Twente Voltijd**Key takeaways**: - Hours - 38 - 40 hr.- Salary indication- Salary gross/monthly based on full-time- € 2,901 - € 3,707- Deadline - 15 Mar 2025 High-Temperature **Solid Oxide Electrolysers** (SOECs) are a promising technology with the potential to reduce the electrical energy consumption by 30% compared to conventional low temperature electrolysers. The...
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Phd Position: Multiscale Characterization and
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Enschede, Nederland Universiteit Twente Voltijd**Key takeaways**: - Hours- 40 hr.- - Salary indication- Salary gross/monthly based on full-time - € 2,872 - € 3,670- - Deadline- 10 Oct 2024**The Challenge** First, relevant literature on silica aerogels, their characteristics and unique properties has to be explored. Subsequently rubber compounds filled with silica aerogel granules will be created in...
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Phd Student On Dynamic Disease Maps and Digital
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Enschede, Nederland Universiteit Twente Voltijd**Key takeaways**: - Hours- 40 hr.- - Salary indication- Salary gross/monthly based on full-time - € 2,872 - € 3,670- - Deadline- 15 Dec 2024Osteoarthritis (OA) is a complex disease in which multiple tissues in the joint are affected. Recently, multiple OA risk genes were identified based on small genetic variations (SNPs) in the regulatory sequences of...
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Postdoc in Robotic Instruments for Minimally
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Phd Position in Healthcare Transformation
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Enschede, Nederland Universiteit Twente Voltijd**Key takeaways**: - Hours - 38 - 40 hr.- Salary indication- Salary gross/monthly based on full-time- € 2,901 - € 3,707- Deadline - 1 Mar 2025 In light of ongoing demographic changes, healthcare systems will need to undergo significant restructuring in order to handle an increasing patient demand with less available staff. Technology can play a valuable...
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Enschede, Nederland Universiteit Twente Voltijd**Key takeaways**: - Hours - 38 - 40 hr.- Salary indication- Salary gross/monthly based on full-time- € 2,901 - € 3,707- Deadline - 15 May 2025 Hydrogen is a recognized crucial component, required for many industrial processes. The sustainable electrochemical production of hydrogen, i.e. green hydrogen, needs to economically compete with the...
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Enschede, Nederland Universiteit Twente Voltijd**Key takeaways**: - Hours - 40 hr.- Salary indication- Salary gross/monthly based on full-time- € 2,901 - € 3,707- Deadline - 20 Jan 2025 **The Project** The projects’ goal is to create versatile basic models that can be used in larger scale models to model optimal material composition and find better process parameters to produce the new green...
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2 Post-doc Research Positions “plasma Interaction
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Post-doc Position On Advanced Imaging Techniques
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Enschede, Nederland Universiteit Twente Voltijd**Key takeaways**: - Hours- 38 - 40 hr.- - Salary indication- Salary gross/monthly based on full-time - € 4,020 - € 5,278- - Deadline- 20 Oct 2024In collaboration with the ThermoPlastic composites Research Centre TPRC, the Production Technology chair at the University of Twente has a post-doc position available on topology mapping of the microstructure...
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Postdoctoral Position in Protein Engineering for
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Enschede, Nederland Universiteit Twente Voltijd**Key takeaways**: - Hours- 40 hr.- - Salary indication- Salary gross/monthly based on full-time - € 4,060 - € 5,331- - Deadline- 14 Jan 2025We are seeking a talented postdoctoral researcher to engineer pore-forming toxins (PFTs) for targeted cancer therapeutics and biosensor development. You will work on developing and optimizing pore-forming toxins...
Phd Candidate Physics-informed Neural Networks for
1 maand geleden
**Key takeaways**:
- Hours- 40 hr.-
- Salary indication- Salary gross/monthly
based on full-time
- € 2,872 - € 3,670-
- Deadline- 15 Dec 2024Natural hazards such as earthquakes, floods, and landslides pose significant risks to human populations, infrastructure, and ecosystems. These hazards rarely occur in isolation; they often trigger or interact with other processes, leading to multi-hazard effects. For instance, an earthquake may trigger landslides, which in turn can block rivers, causing floods. Accurate prediction and simulation of such multi-hazard events is essential for improving disaster preparedness, risk mitigation, and resilience. However, modeling these interconnected physical processes is extremely complex. Traditional numerical methods like finite element or finite difference models are highly effective in simulating individual hazards, but they face limitations when applied to multi-hazard scenarios, especially at large scales or in real time due to data scarcity and undefined/uncoupled physical models. The interplay between different physical processes involves nonlinearity, high-dimensional parameter spaces, and uncertainty, all of which make conventional methods impractical for multi-hazard systems. Physics-Informed Neural Networks (PINNs) offer a promising new approach. By embedding physical laws directly into neural networks, PINNs can simulate complex systems while ensuring that the predictions remain consistent with the governing equations of the underlying physics. This hybrid approach has shown great potential for reducing computational costs and improving the accuracy of models, even in data-scarce environments.
This PhD position is funded by the Dutch national earth and environmental sector plan, to advance the scientific field of AI on early warning systems. It aims to develop advanced Physics-Informed Neural Networks (PINNs) for modeling the complex interactions between multiple geophysical processes, specifically earthquakes, and landslides. The primary objective is to create a unified, scalable framework that accurately simulates these coupled hazards while addressing computational efficiency and uncertainty quantification. Central to this work is the coupling of partial differential equations (PDEs) governing seismic wave propagation, soil stability, and potentially multi-phase flow, allowing the PINNs to capture the nonlinear, multi-scale interactions between these hazards. This research will also investigate feedback mechanisms and energy transfer between hazards, embedding these principles within the network architecture to simulate how an initial hazard evolves into a multi-hazard event. By optimizing PINN architectures, this research aims to enable real-time, large-scale multi-hazard simulations, offering a powerful tool for early warning systems in data sparse regions.
**Your profile**:
- An academic background in earth sciences or quantitative sciences (such as physics, mathematics, and engineering) with a strong affinity for earth sciences.
- Prior experience in working with a mathematical model or neural network architectures is highly desirable, as is familiarity with partial differential equations (PDEs) and their numerical solution methods.
- Proficiency in at least one programming language commonly used for scientific computing.
- A solid understanding of uncertainty quantification, and remote sensing, will be an advantage.
**Our offer**:
- An inspiring multidisciplinary, international, and academic environment. The university offers a dynamic ecosystem with enthusiastic colleagues in which internationalization is an important part of the strategic agenda.
- Full-time position for 4 years, with a qualifier after 6-9 months.
- A professional and personal development program within Twente Graduate School.
- Gross monthly salary of € 2,872. in the first year that increases to € 3,670. in the fourth year.
- A holiday allowance of 8% of the gross annual salary and a year-end bonus of 8.3%.
- Excellent support for research and facilities for professional and personal development.
- A solid pension scheme.
- A total of 41 holiday days per year in case of full-time employment.
- Excellent working conditions, an exciting scientific environment, and a green and lively campus.
For questions about working and living in the Netherlands please consult the official website of the Netherlands Government or the website of the Expat Centre East Netherlands.
- Curriculum Vitae with a description of relevant academic/professional achievements, and at least two references with their contact details.
- An academic transcript of BSc and MSc education, including grades.
- Abstract and first two pages of your last academic result (MSc thesis/final project report/EngD thesis) to serve as an academic writing sample.
- A statement of research for this position, where you should explicitly mention scientific gaps that you would like to focus your research on.
The interviews wi
