Call for PhD application happens each spring.

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Subject: Stochastic Analysis of Blockchain Systems

Supervision

Denis Villemonais (IRMA, Strasbourg)

Laboratory and team

IRMA, Strasbourg - Team "PROBA"

Subject description

A blockchain is a distributed ledger maintained by a peer-to-peer network, where the nodes apply a consensus algorithm to agree on the recording of new data. Three properties define these systems: efficiency (transaction throughput), decentralization (distribution of control across nodes), and security (resistance to adversarial attacks). The original consensus mechanism, Proof of Work (PoW), relies on computational competition among nodes to solve cryptographic puzzles—a process that incurs substantial energy costs. This PhD project focuses on Proof of Stake (PoS), the consensus protocol underpinning Ethereum and other next-generation blockchains. Unlike PoW, PoS selects validators probabilistically, with selection probabilities scaled by their staked cryptocurrency holdings. The chosen validator proposes the next block and earns a reward in return. While this design might intuitively favor wealthier participants, empirical and theoretical analyses reveal a counterintuitive property: the long-term stake distribution converges to a stable equilibrium on average—a phenomenon mathematically captured by Pólya urn models, a class of reinforced stochastic processes. Modern variants of Proof of Stake (such as Algorand or Ouroboros) lack a unified mathematical description. The objective is to develop a general framework to model these algorithms, drawing on the theory of reinforced stochastic processes and multi-color (or even infinitely many-color) Pólya urns to represent the large number of participants. 

The goal is to study their limiting behaviors and fluctuations to identify conditions that ensure fair decentralization. The work will also extend current theoretical results to better account for the heterogeneous and dynamic structure of blockchains (temporal variations in activity or transactional preferences). The second research axis adopts a queueing-theoretic framework to quantify blockchain transactional efficiency. Here, pending transactions are modeled as customers in a G/G/1 queue, where blocks act as batch-service events. We will analyze the arrival-process dynamics (e.g., transaction submission rates) and service discipline (block propagation and validation delays) to derive key performance metrics, including Mean confirmation time (time-to-inclusion in a block) and System congestion (mempool size evolution). Our approach begins with tractable M/M/1 and M/D/1 models (exponential/inter-determined arrivals and service times) to establish baseline results, then extends to non-Markovian settings (e.g., heavy-tailed distributions for bursty traffic). This progression will yield closed-form approximations for waiting-time distributions and throughputs. To bridge the gap between theory and practice, the model will integrate Two features. Fee-based prioritization as transactions compete for block inclusion via dynamic gas markets (Ethereum) or fee-per-byte auctions (Bitcoin). Time-sensitive abandonment as nodes may discard transactions with suboptimal fees after exceeding empirically observed patience thresholds (e.g., 95th-percentile waiting times). 

This project has two main objectives: 
- A rigorous mathematical characterization of Proof-of-Stake mechanisms, focusing on decentralization properties through stochastic reinforcement models. 
- A quantitative framework for blockchain efficiency, grounded in queueing theory to analyze transactional dynamics. 
By combining probabilistic modeling with empirical validation, the work will deliver both theoretical insights and practical metrics—essential for designing next-generation blockchains that balance fairness, scalability, and sustainability.

Related mathematical skills

Probability and stochastic processes: martingales, Markov processes, convergence in distribution, limit theorems, and possibly elements of branching processes
Queueing theory (M/M/1 models, Little’s law, queues with abandonment/priority)
Scientific programming language (Python, R, Julia, Rust, C or C++)
Statistical methods for stochastic processes (estimation, data-driven calibration, distribution fitting) 

 

Subject: Bohr-Sommerfeld conditions in the multiple focus-focus case

Supervision

Yohann Le Floch (IRMA, Strasbourg)

Laboratory and team

IRMA, Strasbourg - Team ANA

Subject description

The proposed thesis lies at the interface between the theory of Liouville integrable systems and the semiclassical analysis of geometric quantization. The goal is to describe the joint spectrum of certain pairs of operators acting on spaces of holomorphic sections of large tensor powers of some complex line bundle and quantizing an integrable system with two degrees of freedom whose momentum map possesses a singular value of focus-focus type with multiple singular points on the corresponding level. This description would help studying inverse questions for the spectral theory of such operators. More precisely, on a four-dimensional quantizable compact Kähler manifold, we consider two commuting Berezin-Toeplitz operators whose joint principal symbol is the momentum map for an integrable system, and assume that there exists a singular value of this momentum map of focus-focus type for which the corresponding level is connected and contains several singular points. The goal is to describe the joint spectrum of the operators in the semiclassical limit, locally near this singular value. The case of semiclassical pseudodifferential operators, with a single singular point on the critical level, has been investigated in the early 2000s; the case of several singular points has never been explored, and neither has the single critical point case in the setting of Berezin-Toeplitz operators, which would consitute an interesting first step. The multiple singular points case should involve the semi-local symplectic invariants recently obtained by Pelayo and Tang. To illustrate the results, it will be possible and interesting to rely on the numerous examples investigated in the last few years and for some of which the aforementioned invariants have been computed. As a natural follow-up, the results could be applied to the inverse spectral problem for Berezin-Toeplitz operators; a natural question is to understand whether the knowledge of the semiclassical joint spectrum of two such operators (which commute), whose joint principal symbol is the momentum map for a semitoric integrable system, determines this integrable system up to isomorphism. A positive answer has been given recently by Le Floch and Vũ Ngọc in the case where every focus-focus singular level has a single singular point, but the lack of description of the joint spectrum near focus-focus values led to working with a double limit (first on the semiclassical parameter, then when a regular value goes to a given focus-focus value). A first application for the results of the thesis would be to obtain a more straightforward proof, without using this double limit. A second application would be to determine if a similar inverse result could be obtained in the case where the focus-focus singular levels may contain several singular points.

Related mathematical skills

Advanced differential geometry (fibers, symplectic and
Kählerian geometry, etc.) 

Foundations of semiclassical analysis

 

Subject: Hexahedral meshes based on medial axis

Supervision

Dominique Bechmann (ICube, Strasbourg)

Laboratory and team

ICube, Strasbourg - Team IGG

Subject description

The construction of a volumetric mesh for a given geometric domain is a complex problem that has been addressed for many years. The generation of purely hexahedral meshes for domains of any shape is still an open problem. Such meshes would be very useful in numerical simulations such as fluid dynamics. As part of the work proposed in this thesis, we aim to develop an efficient and automatic algorithm that, starting from a domain defined by a surface mesh or a point cloud, uses the variational approach [4-HKTB24] to obtain a skeleton, which is then used as a scaffold [2-VKB23] to construct a hexahe-dral volume mesh. 

Numerous problems must be solved in order to obtain a complete and integrated solution.

I. A rigorous mathematical demonstration of the robustness of the algorithm could prove useful in ensuring the long-term viability of our method.

II. The remeshing of the internal topology of the skeleton composed of segments (1D) and triangles (2D), obtained by the variational method, will need to be implemented for its coupling with mesh gen-eration. In addition, the management of special cases that we have identified in order to maintain com-patibility with our scaffolding structure needs to be studied rigorously.

III. Particular attention must be paid to preserving the topological properties of meshes, which is necessary if we wish to retain specialised optimisations for simulation. In this context, methods for subdividing and adapting mesh sampling will need to be explored.

IV. Characterisation of the geometric domains that can be represented by skeletons (1D-2D) and then meshed by our algorithm is also required in order to control the domain of validity of the methodology. 

V. Finally, validating the results by applying simulation codes to the meshes produced by experts would enable practical validation of the work and might lead to the discovery of new problems to be solved. 


[4-HKTB24] Q. Huang, P. Kraemer, S. Thery, D. Bechmann, Dynamic Skeletonization via Variational Medial Axis Sampling, Full paper at ACM SIGGRAPH ASIA 2024, Tokyo, Japan, décem-bre 2024.
[2-VKB23] P. Viville, P. Kraemer, D. Bechmann, Meso-Skeleton Guided Hexahedral Mesh Design, Full paper at Pacific Graphics 2023, Computer Graphics Forum, Volume 42, Number 7.

Related mathematical skills

The candidate holds a master’s degree in computer science with expertise in computer graphics, specifically geometric modeling. 

He or she possesses the skills necessary to address scientific problems and develop 3D applications (C++ programming and graphics). 

Mathematical skills in geometry would also be a major asset for this position.

Subject: Active fluid models for cells dynamics: modeling and analysis

Supervision

Laurent Navoret and Benjamin Melinand (IRMA, Strasbourg)

Laboratory and team

IRMA, Strasbourg - Teams MOCO and Analysis

Subject description

During embryogenesis and healing processes, cellular tissues are the site of large-scale cellular movements. Identifying the key biological or physical principles underlying these movements is the subject of much current fundamental research. The PhD thesis will particularly focus on the impact on the boundaries. For instance, active surrounding active cables have been shown to have a key role in the development of motions, in which the boundaries are active actin cables. As the number of the involved cells could be of the order of hundreds or thousands, fluid like models have been considered. They describe the time evolution of the macroscopic density and mean velocity and their analysis can provide concrete criteria for the emergence of collective motion. The main steps of the PhD will be: modeling (apropriate boundary conditions), analysis of the model (stability and global existence property around stationary solutions) and numerical simulations.

Related mathematical skills

The PhD student must have advanced knowledge in functional analysis and partial differential equations. He or she must also have an appetite for modeling and numerical simulations.

 

These subjects are proposed by ITI IRMIA++ members for PhD contracts starting in september/october 2026.

In order to apply, please click on the button below to access the application form and select the PhD Position Call for projects / Candidate profile :

Application form

You will need to provide the following information and documents:

  • the subject you are applying for (Please note: applications that do not specify the chosen subject will not be considered)
  • your resume
  • a cover letter
  • full transcript of Master's degree grades
  • recommendation letters from your references.

References can submit their own letter of recommendation. To do so, please click on the button above to access the application form and select the profile PhD Position Call for projects / External support for a candidate.

Deadline for application reception : April 17th, 2026


If you are interested in a subject which is not in the subjects list, please contact directly the researchers and team you want to work with.

 

If you start a PhD in an ITI IRMIA++ team, we can offer you a financial help for your installation !
More information on the dedicated page.