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Project Ideas for Doctor of Philosophy in Applied Mathematics

Push mathematical frontiers to model and solve complex real-world problems.

🏛 Introduction

Harvard’s Applied Mathematics PhD empowers theorists and practitioners to invent algorithms that decipher neural codes, turbulence cascades, and market instabilities. Students craft cross-disciplinary plans with genomics, climate physics, or econ departments, publishing in *Science* and deploying open-source solvers on cluster GPUs. Graduates pioneer quantitative breakthroughs in academia, finance, and tech.

💡 Suggested Project Titles

Sparse-tensor solvers accelerating large-scale climate models

Optimal transport frameworks for fair machine-learning algorithms

Neural-stochastic differential-equation model of brain calcium waves

Game-theoretic analysis of renewable-energy market auctions

GPU-accelerated Lattice Boltzmann simulation of blood micro-flow

Deep-reinforcement learning controller for fusion-plasma confinement

Mathematical proof of stability bounds in generative diffusion models

Bayesian calibration of ice-sheet tipping-point parameters

Agent-based model coupling epidemiology with misinformation spread

Thesis on topology-driven methods in high-dimensional data clustering

Interactive visualization library for teaching chaos theory

Open-source package implementing fractional-order PDE solvers

Capstone workshop on ethics of algorithmic decision-making

Harvard – PhD in Applied Mathematics

Invent mathematical tools that illuminate and reshape complex systems.

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