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Project Ideas for Master of Engineering in Computational Science and Engineering

Model and simulate complex systems with high-performance computing.

🏛 Introduction

Harvard’s two-year MEng in Computational Science & Engineering equips engineers to craft parallel algorithms, multiphysics simulations, and data-driven digital twins. Students scale codes on the FAS Odyssey cluster, accelerate solvers on GPUs, and collaborate with NASA, NOAA, and biotech labs to predict climate extremes, optimize aerospace designs, or fold proteins in silico. A thesis-year residency embeds learners in sponsor labs, launching careers in national labs, Quant firms, and deep-tech startups.

💡 Suggested Project Titles

GPU-accelerated CFD solver for hypersonic vehicles

Multiscale earthquake simulation coupling crust and city-building models

Agent-based pandemic spread model with real-time data assimilation

Quantum-inspired optimizer for portfolio risk minimization

Automatic differentiation library for physics-informed neural nets

Digital-twin pipeline monitoring offshore wind-farm fatigue

Finite-element model predicting 3-D-printed lattice strength

OpenFOAM extension for multiphase battery degradation

Climate-downscaling workflow on exascale architectures

Capstone on uncertainty quantification in fusion-reactor design

Visualization toolkit for billion-cell brain simulations

Elastic scaling of MPI jobs in Kubernetes clusters

Ethics brief on compute inequality in climate science

Hackathon developing fast solvers for groundwater contamination

Podcast interviewing CSE alumni at national supercomputing centers

Workshop teaching Julia for scientific machine learning

Benchmark suite for comparing graph-partitioning libraries

Interactive notebook demos for undergrad numerical-analysis courses

Harvard – MEng in CSE

Simulate the future at scale with Harvard’s computational-science powerhouse.

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