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Project Ideas for Master of Science in Engineering Mathematics and Statistics

Advanced mathematical modeling and statistical inference for complex systems.

🏛 Introduction

UC’s MS in Engineering Mathematics & Statistics trains students to construct, analyze, and optimize mathematical models underpinning modern engineering and data-driven decision making.

💡 Suggested Project Titles

Bayesian hierarchical model estimating bridge-fatigue life from sensor data

Finite-volume solver accelerating wildfire spread prediction on GPUs

Spectral clustering of urban mobility networks for transit redesign

Stochastic control of autonomous-vehicle platoons under communication delays

Adjoint-based gradient optimization of aerodynamic winglets

Gaussian-process emulator of climate-model outputs for uncertainty quantification

Sparse-regression discovery of governing equations in cardiac electrophysiology

Markov-chain Monte Carlo toolkit for real-time epidemic parameter inference

Mixed-integer program scheduling battery-storage dispatch for price arbitrage

Random-matrix analysis of 5G massive-MIMO channel capacity

Neural-ODE framework modeling chemical-reactor kinetics with limited data

Multilevel Monte Carlo valuation of renewable-energy derivatives

PDE-constrained deep-learning surrogate for groundwater contaminant transport

Game-theoretic allocation of airport slots minimizing total delay

Kernel-density estimation of traffic crash hotspots incorporating weather covariates

Hybrid genetic-algorithm and gradient method for satellite constellation design

Topological data-analysis of turbulence structures in jet flows

Sequential experimental design for adaptive A/B testing in e-commerce

Workshop series teaching open-source math libraries to underrepresented students

White paper on reproducible computational modeling standards in engineering

University of California – MS in Engineering Math & Statistics

Model, analyze, and optimize with UC’s mathematically rigorous MS.

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