Senior Researcher - Physics Informed Machine Learning1 day per week in the office outside of London - could be less if requiredUp to 60,000 + bonus MBN Solutions have been retained by our client who are well respected in the field of research to help them bring on board a Senior Researcher specialising in Physics Informed Machine Learning.You will be working on exploring how to use Machine Learning in Scientific Computing related applications and we have a strong preference for the development of AI techniques that can be applied in the real world and that directly contributeto social good.The Job:The development of new state-of-the-art of physics-informed machine learning techniques focused on atomistic simulation of molecules and materialsImplementation of these techniques into proof-of-concept code and demonstrations that can be used to present our innovation to internal and external stakeholders and get their feedbackMonitoring the wider area of physics-informed machine learning in order to be up to date with advances in other fields such as computational fluid dynamics or weather predictionAcquiring domain specific knowledge in target application areas, that will enable you to both communicate with people in that field and to develop AI methods that can contribute to itGenerating IP and publishing work in top academic conferences and journals The Person:Pro-active in your approach, adaptable and able to demonstrate that you have experience with applying physics-informed machine learning techniques for surrogate modelling for atomistic simulations, such as machine-learning force fieldsHigh proficiency in one or more programming languages(Python preferred) and experience with one or more Deep Learning framework (PyTorch preferred)A track record of writing academic publicationsExcellent written and verbal communication skills Experience with high-performance computing (HPC) or parallel computing Application of physics informed machine learning for other scientific computing fields such as computational fluid dynamics, structural analysis or weather modellingExperience with scientific computing and numerical methods for simulation
Job Title
MBN Solutions | Senior Researcher - Physics Informed ML