Mechanical Engineering

Mechanical Engineering honors research opportunities.

• A functional modeling approach for the conceptual design of AI/ML-based cyber-physical products

  Chris McComb

• Artificial intelligence for deep space habitats

  Artur Dubrawski

• Automated machine learning

  Artur Dubrawski

• Blood non-Newtonian behavior effect on aneurysm hemodynamics

  Noelia Grande Gutiérrez

• Computational efficiency enhancement of fluid flow simulations using Machine Learning (ML) driven reduced-form models

  Satbir Singh

• Computational investigation of chemical processes and particle formation inside a mass spectrometer using CFD

  Satbir Singh

  Coty Jen

• Control of legged robots under uncertainty

  Aaron Johnson

• Design of simple walking machines

  Aaron Johnson

• Developable ankle prostheses using metamaterials

  Douglas Weber

  Alexandra Ion

• Discovering complex counterfactual phenotypes in the presence of inconclusive outcomes

  Artur Dubrawski

• Engine-scale reactor design to enable low-temperature combustion in natural-gas engines

  Satbir Singh

• Hemodynamic analysis of outflow graft positioning for left ventricular assist device implantation

  Noelia Grande Gutiérrez

• Human-centric incorporation of domain knowledge for predictive maintenance (PMx)

  Artur Dubrawski

• Intelligent summarization of data

  Artur Dubrawski

• Low-cost sensors for greenhouse gas detection and measurement

  Albert Presto

• Metamaterials for prosthetic sockets

  Kaushik Dayal

  Alexandra Ion

• Monte Carlo methods for materials modeling

  Kaushik Dayal

• Numerical modeling of glacial crevassing

  Kaushik Dayal

  David Rounce

• Ongoing assessment of models and data

  Artur Dubrawski

• RoboTRAC

  Artur Dubrawski

• Survival analysis

  Artur Dubrawski

• Weak supervision for AI in clinical contexts

  Artur Dubrawski