Research Associate in Computational Neuroscience (AP12553)

Job title:

Research Associate in Computational Neuroscience (AP12553)

Company

University of Bath

Job description

Applications are invited to join an international research consortium aiming to build a neuronal pacemaker.Your role in the project will be to develop digital twins of neuronal circuits of the brainstem and train them on electrophysiological data to provide the correct adaptation of pulses delivered to the heartYou will work in close collaboration with a the team at Bath testing and validating the pacemaker device, project partners, external consultants, and clinicians.Applications are invited for a postdoctoral position in computational neuroscience to build and train the digital twin of a neuronal pacemaker. You will estimate the network parameters that will configure pacemaker adaptation to physiological feedback. The digital twin model consists of Hodgkin-Huxley type neurons emulating the brainstem central pattern generators that control heart rate adaptation on a beat-to-beat basis. The model will be trained on actual electrophysiological recordings and electrocardiograms to produce the correct timings of pulses delivered to the heart following changes in respiration patterns and oximeter readings. The group has extensive experience in optimizing such models with data assimilation and has demonstrated the importance of adaptive beat-to-beat pacing for reversing cardiorespiratory disease. You will work in close collaboration with the postdoc testing and validating the pacemaker device by configuring its central pattern generator with estimated parameters and assist with coding. You will also collaborate with other team members, project partners, external consultants, and clinicians.The post calls for a Physics/Computational/Engineering PhD or a closely allied discipline with a good understanding of dynamical systems and proficient at modelling them in C/C++ and Python. Additional experience in inverse problems, AI, neural networks, GUI coding or bioengineering would be a bonus. You will also have good organisational, time management skills, the ability to organise data for publication, and good communication skills to thrive within an interdisciplinary consortium.The aim of the consortium is to provide much needed therapy for cardiorespiratory disease. By restoring heart rate adaptation and natural heart rate variability, the project will make a significant contribution to extending patients’ lives and improving patients’ quality of life.The post holder will be a Physics/Computational/Engineering (or closely allied discipline) trained PhD with a good understanding of dynamical systems and proficiency at modelling them in C/C++ and Python.Additional experience in inverse problems, AI, neural networks, GUI coding or bioengineering would be a bonus as well as good organisational and communication skills.This is a fixed term role with an expected duration of 3 years.For an informal discussion, please contact Prof Alain Nogaret,What we can offer you:We consider ourselves to be a university where difference is celebrated, respected and encouraged. We have an excellent international reputation with staff from over 60 different nations and have made a positive commitment towards gender equality and intersectionality receiving a . We truly believe that diversity of experience, perspectives, and backgrounds will lead to a better environment for our employees and students, so we encourage applications from all genders, backgrounds, and communities, particularly from under-represented groups, and value the positive impact that will have on the university. We are committed to maintaining a safe and secure environment for our students, staff, and community by reinforcing our commitment.We are very proud to be an and are an accredited ; committed to .

• Free counselling services through Health Assured
• Cycle to work scheme
• Electric vehicle salary sacrifice scheme
• Staff discount at Team Bath gym
• Staff discounts on postgraduate tuition fees
• Staff discount on language courses
• Generous employer contributory pension schemes
• Generous annual leave allowance with an additional 5 discretionary days so that you can enjoy a positive work life balance
• A wide range of personal and professional development opportunities including Apprenticeships, LinkedIn Learning and more
• Free entry to the Holburne Museum in Bath
• Local discounts and more
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• An excellent reward package that recognises the talents of our diverse workforce

and to help with the cost of some immigration expensesWe are committed to continually expanding our benefits to better support you and enhance your experience with us. .what makes the University of Bath a great place to work. Follow us and on X for more information.Further details:We are constantly seeking to reduce the unconscious bias that enters any assessment process, with the goal of creating an inclusive and equal assessment process. To support this, personal details such as your name, may be removed from application forms at the initial shortlisting stage.

Expected salary

£38249 – 45413 per year

Location

Bath – Huxley, Cheshire

Job date

Fri, 28 Mar 2025 04:06:01 GMT

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