Phd Opening in Learning-based Models of

3 maanden geleden


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 Nov 2024**The project**:
The landscape of wearable assistive robots is evolving. These devices are becoming lighter, more flexible, and more integrated with the user. However, current human-machine interface models fail to fully capture the complex interaction between the soft exosuits and the human body. This often leads to inefficient transfer of assistance from the exosuit to the wearer.

**The PhD opening**:
The machine-learning landscape is constantly evolving with advances on what AI can do. You should be adaptable to integrating the latest advances in the field for your research. You will have the opportunities to present your work at conferences, building academic or industrial networks to support your future career. Additionally, your role will involve contributing to the education of Bachelor’s and Masters’s students at the University.

**Your profile**:

- M.Sc. degree in Computer Science, AI, Robotics, Electrical Engineering, Biomedical Engineering, or related degrees.
- Experience with reinforcement learning in Python. Affinity with C++ is a plus.
- Experience in biomechanical modelling of human or robot movement.
- Interpersonal and organizational skills, creativity, motivation, and communication (oral and written) ability.
- Fluent in written and oral English.
- Ability to pivot with advances in machine learning techniques.
- Knowledge of multi-body dynamics simulation software (e.g. OpenSim, AnyBody, or others).
- Mentorship experience.

**Our offer**:

- A full-time four-year PhD position.
- A starting salary of € 2.872;
- in the first year and growing to € 3.670;
- in the fourth-year gross per month.
- 30% tax ruling option.
- A holiday allowance of 8% of the gross annual salary and a year-end bonus of 8.3%.
- A minimum of 29 holidays in case of full-time employment.
- A proven pension scheme.
- Professional and personal development programs.
- Extraordinary research facilities and working environment:

- Access to the several equipment and laboratories within the Biomechanical Engineering Department.
- Work location within a knowledge park with direct access to a large number of tech-companies and start-ups.
- Proximity to Enschede, a mid-size city with a large social offer, embedded in the beautiful nature of the Twente region.
- Fun work atmosphere with social events such as lab retreats.

The first round of interviews will be held in the **second half of November**. Applications should include the following documents:

- A personal video (2-minutes max) highlighting your fit for this position and the possible directions you will take over the four year PhD to achieve the scientific goals.
- A CV (2-page max) including English proficiency level, nationality, visa requirements, date of birth as well as programming skills, experience overview, publication list (if any), and hobbies.
- Transcripts from your BSc and MSc degrees.

***:
**About the department**:
**The University of Twente**. We stand for life sciences and technology. High tech and human touch. Education and research that matter. New technology which leads change, innovation and progress in society. The University of Twente is the only campus university of the Netherlands; divided over five faculties we provide more than fifty educational programmes. We have a strong focus on personal development and talented researchers are given scope for carrying out groundbreaking research. We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status or disability status. Because of our diversity values we do particularly support women to apply.

**About the organisation**:



  • Enschede, Nederland Universiteit Twente Voltijd

    **Key takeaways**: - Hours- 32 - 40 hr.- - Salary indication- Salary gross/monthly based on full-time - € 2,872 - € 3,670- - Deadline- 6 Oct 2024Nowadays so much new and complex software is being developed that there are by far not enough specialists to test this software properly. As a result, companies need more time/resources to develop software, and...


  • Enschede, Nederland University of Twente Voltijd

    We are seeking a full time PhD researcher with interests in granular physics, continuum mechanics and computer modelling to join University of Twente (Netherlands), and work on a novel, unified constitutive model for saturated granular fluids and solids. This project is part of the EU funded Marie Curie Doctoral Network POSEIDON – Improve offshore...


  • 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...


  • Enschede, Nederland Universiteit Twente Voltijd

    **Key takeaways**: - Hours- 38 hr.- - Salary indication- Salary gross/monthly based on full-time - € 2,872 - € 3,670- - Deadline- 15 Dec 2024Are you ready to push the boundaries in immersive technologies, health education and adaptive learning? Join us at the Cardiac Surgery Innovations Lab and Life Long Professional Learning Lab! This 4-year PhD...


  • Enschede, Nederland University of Twente Voltijd

    In recent years, machine learning (ML) solutions are increasingly being deployed in Security Operations Centres (SOCs) to enhance security coverage, and to reduce the number of missed attacks. Not only do these ML systems create many false positives, it is often very difficult to understand how they work in the first place. Moreover, the forensic analysis...


  • Enschede, Nederland University of Twente Voltijd

    Artificial Intelligence (AI) empowers many applications in virtually all aspects of life. More and more devices, machines, and sensors connect to the Internet of Things (IoT), which creates large amounts of data. Even fast networks sometimes struggle to transfer data to a data centre or the ‘cloud’ for analysis, demanding incredible power. Solving this...


  • Enschede, Nederland University of Twente Voltijd

    How can we design decentralized multiagent reinforcement learning (MARL) algorithms with equilibrium selection control? This is the central research question of this PhD project. We will be particularly interested in determining whether decentralized MARL algorithms used for pricing or trading can learn to collaborate to raise prices. By developing an...


  • Enschede, Nederland University of Twente Voltijd

    The goal of this 2-year project is to develop a model that makes it possible to determine the remaining grease life based on oil content, bleed properties, oxidation and rheology of grease samples taken from bearings that have been running in test rigs at SKF. This requires a thorough understanding of Elasto-Hydrodynamic Lubrication (EHL), thin film...


  • Enschede, Nederland University of Twente Voltijd

    The Power Electronics and Electromagnetic Compatibility Group within the department Electrical Engineering has a vacancy for a Ph.D. researcher on Effective aperture of openings of systems in reverberant environments within the EU Horizon 2020 Marie Skiodowska-Curie Project NEPIT - Network for Evaluation of Propagation and Interference Training. This...


  • Enschede, Overijssel, Nederland University of Twente Voltijd

    As part of the Dutch National research program Aviation in Transition, the Production Technology group at the University of Twente is seeking a highly motivated PhD researcher to strengthen our team.The successful candidate will be responsible for developing a simulation model for the T-joint welding process. This involves characterizing the...


  • Enschede, Nederland Universiteit Twente Voltijd

    **Key takeaways**: - Hours- 38 hr.- - Salary indication- Salary gross/monthly based on full-time - € 2,872 - € 3,670- - Deadline- 8 Jan 2025Adjusting the support provided by a robotic gait trainer to match each person’s performance is a challenging task for therapists due to the numerous parameters that need tuning and the unclear impact of these...


  • Enschede, Nederland University of Twente Voltijd

    We are seeking a full time PhD researcher with interests in granular physics, computer modelling and Machine Learning techniques to join University of Twente (Netherlands), and work on a novel high-performance multi-phase material point method for modelling submarine landslides . This project is part of the EU funded Marie Curie Doctoral Network POSEIDON...


  • Enschede, Nederland University of Twente Voltijd

    As 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...


  • Enschede, Nederland University of Twente Voltijd

    PLEASE NOTE: you are required to apply via the "apply now" button below, ánd to fill in an additional questionnaire before via this  before we can process your application. The University of Twente (UT) is located in the east of the Netherlands. It offers a dynamic campus, excellent facilities and the possibility to work in- and with- famous research...


  • Enschede, Overijssel, Nederland University of Twente Voltijd

    At the University of Twente, we are seeking a highly motivated PhD candidate to join our research team and contribute to the development of decentralized multiagent reinforcement learning (MARL) algorithms. Our central research question is: How can we design MARL algorithms with equilibrium selection control? This project offers a unique opportunity to...


  • Enschede, Overijssel, Nederland University of Twente Voltijd

    Job DescriptionThe University of Twente is seeking a highly skilled postdoctoral researcher to join our team. As a lubrication expert, you will be responsible for developing a remaining grease life model for rolling bearings.This 2-year project aims to create a predictive model that determines the remaining grease life based on oil content, bleed properties,...


  • Enschede, Nederland University of Twente Voltijd

    You will investigate filtration behavior of flexible particles and components (e.g. gel particles, droplets, cells), and design membrane separation processes based on your findings. The deformability of these particles under actual filtration conditions is far from understood, and likely is influenced by bulk and surface characteristics. You will employ...


  • Enschede, Nederland University of Twente Voltijd

    The statistics research group at the University of Twente invites applications for one PhD (four years) and two postdoc positions (up to 3 years). These positions are part of an ERC consolidator grant. The aim of the research program is to generalize the recent statistical theory from artificial neural networks to biological neural networks. While deep...


  • 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...


  • Enschede, Nederland University of Twente Voltijd

    As part of the Dutch National research program Aviation in Transition, the Production Technology group at the University of Twente has a PhD position on the simulation of a novel assembly technique for thermoplastic composites in a T-joint configuration. Thermoplastic composite materials are considered a prime candidate for the next generation of...