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100 Math Topics for Post-Graduate & Graduate Research in 2024

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Mathematics – the subject of wonder, the language of nature, the stuff of nightmares(for some!). Defined scientifically as the study of quantity, space, structures, change, and pattern, mathematics attempts to explore and analyze both the tangible and the intangible. Any research on the subject involves rigorous investigations, execution of logical reasoning, quantifications, argumentations, and the like. The primary aim is to come up with solutions and insights that might reveal answers to age-old mathematical problems & mysteries.

Research in mathematics is substantially challenging. Besides extensive & in-depth research, you need to possess a concrete grasp of the fundamentals of your research subject. Graduate and post-graduate math research topics in mathematics ( and any other subject, for that matter) attempt to discern the esoteric aspects and concepts. Thus, this also makes choosing an apt research topic for a math dissertation another significant obstacle.

If you are searching and brainstorming vehemently for a topic for your graduate & post-graduate math paper, this blog lists a bunch of trending and prominent ones.

Post-Graduate Research Topics on Mathematics -Pure & Applied Mathematics

Algebra & Combinatorics

Considered by experts to be the foundations of both pure & applied mathematics, algebra and combinatorics (also known as number theory) are highly active areas of research. Research in these two sub-domains has played a significant role in the development of data science & analytics, machine & deep learning. Their fundamental nature allows research in algebra and number theory to resonate across all sub-domains of mathematics.

Here are some research topics in this domain that are making the headlines in major academic journals →

● Combinational & Statistical Designs and Set & Graph Partitions

Research on this topic involves investigations and designs of combinatorial & statistical models that are capable of partitioning elements in sets & graphs. Research on combinatorial and statistical partitioning models is a major focus in leading universities around the globe, including the University of Pittsburgh, Clark University, etc.

● Congruence between Modular Forms

Modular forms are complex analysis functions that have a wide variety of applications in arithmetics. Ongoing research on modular form congruence has special connections to class groups and number theory, as well as several fields intersecting with applied mathematics, such as string theory, quantum mechanics, etc.

● Cryptography & Quantum Mechanics Applications

Quantum computing & cryptography are not so much research topics as they are self-contained areas for groundbreaking research. Prominent research topics in this sub-domain of mathematics include →

Cryptography-based Image Processing

  • Image Slicing & Privacy-presentation
  • Image-based Stenography
  • Image-based privacy & security
  • Optical Cryptography
  • Encrypted Data Searching

Cryptosecurity

  • Identity-based cryptography
  • Symmetric cryptography
  • Artificial neural networks-based cryptographic correction
  • Secure quantum cryptography
  • Deep neural networks for image cryptography
  • Image cryptographic security

Quantum Mechanics Applications

Quantum computing programming models

  • Numerical simulation
  • Quantum trajectories
  • Quantum dissipative chaos
  • Quantum sensing
  • Quantum memories
  • Error-corrections in quantum communications

●  Langlands Program

Langlands program is an overarching conjecture that extends across several branches of mathematics. Research impacts the classical aspects of algebraic geometry, representation theory, and mathematical physics.

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Statistical Predictions & Actuarial Science

Statistical and actuarial analysis are the basis of numerous data-intensive computational areas. Actuarial risk management involves implementing statistical analysis techniques for projecting potential risk across different industries and sectors. Some major areas of research in 2024 include →

● Actuarial Risk Management

Risk management research has a profound impact on the finance sector. Accurate risk analysis and projections are crucial for mitigating losses and stabilizing the performances of myriad financial instruments. Research in this field involves developing effective frameworks and models for analyzing short and long-term risks, evaluating & predicting market conditions, assessing performance measures, portfolio optimization, designing economic pricing models, and the like.

Below are some exciting research topics on risk prediction & management →

  • Mortality Risk Prediction
  • Longevity Prediction
  • Ruin Theory
  • Risk Theory
  • Reliability Theory
  • Financial modeling for assessment of estimating credit, regulatory, & portfolio risks, interest rate determination, options pricing, econometrics, etc.

● Biostatistics

This is an exciting and active field that’s devoted to the development & application of data-driven analysis methods in biological research, healthcare, biomedical engineering, and the like. Research in biostatistics unveils avenues for effective & efficient clinical trials and acute drug development. Biostatisticians work closely with epidemiologists as they conduct cross-sectional studies, retrospective studies, etc., to dissect the nature of chronic diseases.

Some particularly intriguing topics in this domain are →

  • Statistical methods and models for public health
  • Analysis of genomic data
  • Spatial analysis
  • Differential expression analysis
  • Analysis of gene expression microarrays
  • Epidemiological analysis of population data in cancer research
  • Image processing of brain MRI to evaluate early responses to chemotherapy
  • Data modeling and prediction systems in bioinformatics

Geometry & Topology

Geometry and topology are central aspects of abstract algebra and functional analysis. These two sud-domains study the properties of mathematical/ metric spaces like sets, groups, manifolds, etc., as well as operations such as mapping and embeddings. Research and analysis in this sub-domain look into the applications and intersections in quantum mechanics, differential geometry, arithmetic geometry, stochastic processes, etc.

Leading topics garnering research attention in this sub-domain include →

  • Analysis of topological data
  • Grouping actions on manifolds
  • Localization and periodicity
  • Intersection theory
  • Vector fields
  • Duality complexes in Poincare spaces
  • Computerizations of algebraic structures
  • Non-commutative geometry
  • Submanifolds and conformal geometry
  • Harmonica and semiclassical analysis of topological spaces

Mathematical Logic

Mathematical logic studies the applications of logical reasoning across all branches of mathematics. Logic was identified to be critical to the fundamental foundations of mathematics and gradually became a thriving part of mainstream mathematics.

Chief areas of research on mathematical logic are →

  • Fuzzy and classical concepts in logic
  • Model theory
  • Foundations and applications of set theory
  • Applications of logic in number theory
  • Kolmogorov’s Complexity
  • Turing Degrees
  • Inductive inferences
  • Class theories
  • Generalized Interpretation of Descriptive Set Theory
  • Strong Logics in Set Theory

Applied Mathematics Research Topics

Investigations in the field of applied mathematics explore the connections, overlaps, and implementations with other fields. Impactful and insightful findings can lead to drastic revelations that can lead to innovations across widespread applicational areas.

Key research topics include →

  • Stochastic Processes
  • Scientific Computation
  • Rigorous Analysis of Deterministic & Stochastic PDEs.
  • Approximation analysis of deep ReLU networks
  • Studying mathematical properties of non-local deep neural networks
  • Research and development of innovative optimization algorithms
  • Careful analysis of loss functions and their impact on neural network training
  • Mathematical modeling of fluid-solid mechanics
  • Design of data-driven, high-performance simulation systems for Earth sciences
  • Design and development of simplified frameworks for climate modeling

Let us now take a look at some miscellaneous topics for math dissertations this fall.

 Graduate School Mathematics Research Topics

Math’s all-pervasive nature is a key reason why there are such extensive multitudes of topics for research & investigation. It is nigh impossible to touch upon all the myriad varieties & categories in a single blog. This section lists some very interesting topics for your college research projects.

  • Research & Development of Predictive Learning Models
  • Discussing the foundations and applications of Fermat’s Little Theorem
  • Studying the nuances of the extended Euclidean algorithm and its applications in computer science
  • Investigating the characteristics of Gauss-Markov Processes
  • A close look at continuous stochastic processes
  • Explaining Monte-Carlo Methods for Cracking Inverse Problems
  • Calculus of Variation Functions & Differential Equations
  • Matrix & Kernel Analysis
  • Applications of time-series analysis in neuroscience
  • Haar Spaces and Approximation Theory
  • Deconstructing the De-Moivre-Laplace Theorem
  • Riemann Manifolds in Euclidean Space
  • A Deep Study of the Local Structure of Dirac Manifolds
  • Explorations and explanations of the principle of Maximum Entropy
  • Investigating the Uses & Nuances of Multi-variate Calculus

Well, that’s all the space we have for this article. Hope this little compendium comes in handy for anyone looking urgently for a quality topic for their graduate & post-graduate papers.

But, if you think you need help with more than just finding a good topic, then MyAssignmentHelp stands ever ready to aid!

Need Some Help with Your Research Paper?

Get tailor-made solutions and personalized assistance from post-graduate research writing experts at the lowest rates right here. At MyAssignmentHelp, we are 17-year-old veterans of the online academic writing industry. We have helped thousands of students across the globe and delivered numerous A+ solutions across all academic levels. Be it mathematics, machine learning, social sciences, or literature, we have teams of subject matter experts standing ready to aid with any kind of research on any topic, subject, and domain.

Experience world-class writing support, one-on-one assistance, unlimited revisions, free reports, low rates, awesome offers, and much more right here. Connect with us via call, mail, or our live chat portal to share your requirements!

FAQs:

Do you have experts to help me with my master’s thesis in applied mathematics?

Absolutely. We work with skilled and experienced individuals from the biggest universities around the globe. Recruited through stringent selection measures, our subject matter experts and teams are more than capable of providing quintessential writing assistance and personalized guidance with master’s theses in applied maths, pure maths, or any other task in aunty subject.

What are some great online research resources for college students?

Google Scholar, JSTOR, ResearchGate, arXiv, Libgen,Science.gov, Google Books, PubMedCentral, Project Gutenberg, Wolfram Mathworld – check out these online resources whenever you are doing research for your math projects, theses, dissertations, etc.

How many chapters to write for postgraduate maths dissertations?

There’s no specific number of chapters to be added. A typical post-graduate math thesis or dissertation requires six to seven chapters. Those include →

  • Introduction
  • Literature Review
  • Data Collation & Methodology
  • Results
  • Analysis
  • Discussion
  • Conclusion

What are some of the biggest unsolved problems in pure mathematics?

Concurrent research endeavors around the globe are attempting to crack the intricacies behind →

  • The Riemann Hypoythesis
  • The Goldbach Conjecture
  • The proof that 10 is a solitary number
  • Determining whether there are any odd perfect number
  • The Collatz Problem
  • The Twin Prime Conjecture
  • The Irrationality of Euler-Mascheroni Constant

Is it necessary for students to submit a proposal for undergraduate research?

Yes, absolutely. All major colleges and universities around the globe require a research proposal for presentation before the commencement of any kind of research-based task.

Hi, I am Mark, a Literature writer by profession. Fueled by a lifelong passion for Literature, story, and creative expression, I went on to get a PhD in creative writing. Over all these years, my passion has helped me manage a publication of my write ups in prominent websites and e-magazines. I have also been working part-time as a writing expert for myassignmenthelp.com for 5+ years now. It’s fun to guide students on academic write ups and bag those top grades like a pro. Apart from my professional life, I am a big-time foodie and travel enthusiast in my personal life. So, when I am not working, I am probably travelling places to try regional delicacies and sharing my experiences with people through my blog. 

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