Internship Modeling the Physical Dynamics of Micro-Electro-Mechanical Systems
Core
Constructing causal models for Micro-Electro-Mechanical Systems (MEMS) manufacturing subprocesses using physics-based equations and graph structures to optimize production and analyze root causes.
Role type
Research intern (MEMS modeling & causality)
Builds
Causal models for MEMS production subprocesses
Domain
Manufacturing / Micro-Electro-Mechanical Systems (MEMS) / Physics
Deliverable
production ML models
Required skills
Physics intuition, differential equations, causal modeling, Python, SQL, MEMS knowledge
Preferred skills
Open-ended problem solving, persistence
Technologies
Python, SQL
Responsibilities
Derive system equations from physical principles, represent models in graph structures, validate assumptions with domain experts, benchmark machine learning algorithms for causal inference, summarize findings in a report
Seniority
Intern
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