physicsx · Singapore
Skills: Python
About us Re-architecting Engineering for the Age of Intelligence PhysicsX is the physics AI company for industrials. The company’s mission is to accelerate hardware innovation by overhauling what industrial engineering and manufacturing look like today. PhysicsX is building a new simulation software stack to deliver deep physics AI enablement across the entire engineering lifecycle. The company partners with leading organisations in aerospace & defence, automotive, semiconductors, materials, and energy & renewables, supporting them on some of their most critical and complex challenges. PhysicsX is headquartered in the United Kingdom, with offices in London, New York, and Singapore and an expanding presence in the Bay Area. PhysicsX is starting a research team in Singapore to build physical foundation models alongside our customers and partners, targeting engineering domains where this capability will be most transformative. What you will do Work closely with our machine learning engineers, simulation engineers, customers and partners to translate physics and engineering challenges into mathematical problem formulations. Build models to predict the behaviour of physical systems using state-of-the-art machine learning techniques that scale to large datasets, iterating through robust experimentation. Chart a path through competing trade-offs with insufficient information, e.g. is it better to train a bigger model or to generate more data? Own Research work-streams at different levels, depending on seniority. Discuss the results and implications of your work with colleagues and customers, connecting with real-world problems. Communicate your work to others internally and externally as called for in paper publication venues, industry workshops, customer conversations, etc. Foster curiosity and initiative among your colleagues and mentees. What you bring to the table Enthusiasm about using machine learning, especially deep learning and/or probabilistic methods, for scienc…
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