Seminars in Mathematical Sciences

Seminars in the next week
Mar 16 (Mon)

13:00 MCS2068 StatMengchu Li (Birmingham): Segmenting Human–LLM Co-authored Text via Change Point Detection

The rise of large language models (LLMs) has created an urgent need to distinguish between human-written and machine-generated text to ensure authenticity and societal trust. Existing detectors typically provide a binary classification for an entire passage; however, this is insufficient for human-LLM co-authored text, where the objective is to localize specific segments authored by each. To bridge this gap, we propose algorithms to segment text into human- and machine-authored pieces. Our key observation is that such a segmentation task is conceptually similar to classical change point detection in time series analysis. Leveraging this analogy, we adapt change point detection to LLM-generated text detection, develop a weighted algorithm and a generalized algorithm to accommodate heterogeneous sentence lengths, and establish the minimax optimality of our procedure. Empirically, our approach substantially outperforms existing baseline algorithms, reducing localization errors by up to 50%.

Venue: MCS2068

14:00 MCS2068 PureNoema Nicolussi (Innsbruck): The Arakelov--Bergman metric on degenerating Riemann surfaces and graphs

Next to the hyperbolic metric, the Arakelov-Bergman metric provides an interesting choice of metric on a compact Riemann surface. Its importance stems from its connections to complex geometry and appearance in arithmetic geometry. Since the early 90s, there has been great interest in understanding the behavior of the metric and related objects when the underlying Riemann surface degenerates to a singular Riemann surface.

In this talk, we discuss a recent approach which explains the degeneration behavior of the metric and some related objects using analogous objects on graphs.

Based on joint work with Omid Amini (Orsay).

Venue: MCS2068

14:00 MCS3070 HEPJEnrico Andriolo (Durham): Entropic Order

It is commonly expected that increasing temperature drives physical systems towards disorder. Surprisingly, certain models are conjectured to exhibit the opposite behaviour: at extremely high temperatures they enter an ordered phase, stabilized by entropy. After a gentle introduction to this counterintuitive phenomenon, I will outline the main ideas behind a rigorous proof showing that such entropically driven order can indeed occur. No prior familiarity with the topic will be assumed.

Venue: MCS3070

Mar 17 (Tue)

13:00 MCS2068 APDEElisa Continelli (University of Padova): Multiagent systems: time delay effects and communication failures

In recent years, multiagent systems have attracted the attention of many researchers in several scientifice fields. Among them, there are the celebrated Hegselmann-Krause model for opinion formation and its second-order version, the Cucker-Smale model, introduced for the description of flocking phenomena. In such models it is natural to introduce time delays effects since time lags unavoidably appear in the applications as reaction times or times needed to receive some information. In this talk, we will focus on first- and second-order Cucker-Smale type models in presence of time delay effects, discussing the stability properties of their solutions. Communication failures among the agents will be also considered. Joint works with Chiara Cicolani and Cristina Pignotti.

Venue: MCS2068

Mar 18 (Wed)

13:00 MCS3055 E&PChristian Lawson-Perfect (Newcastle): Accessibility of Maths E-assessment

I’ll give a brief introduction to the topic of accessibility, then talk about particular access considerations for mathematical e-assessment, based on years of experience developing and supporting mathematical e-assessment. Seminar slides: https://numbas.org.uk/talks/durham-2026-03-18/

Venue: MCS3055

Online: https://teams.microsoft.com/l/meetup-join/19%3ameeting_M2Q0MDRiNDItZGNjZi00YjYwLWFhNzItNzk0OWY3Y2ZkMmIx%40thread.v2/0?context=%7b%22Tid%22%3a%227250d88b-4b68-4529-be44-d59a2d8a6f94%22%2c%22Oid%22%3a%226cb8930b-1559-4659-8c60-d0b762855115%22%7d

13:00 zoom A&CZhongjie Huang (University of Chinese Academy of Sciences): Spinning Mellin Amplitudes

In this talk, I will show how to define Mellin amplitudes for conformal correlators involving arbitrary spinning bosonic operators. The strategy is to perform a discrete Mellin transformation on all scalar products containing polarization vectors, such that each polarization vector can be interpreted as the position of a fictitious scalar operator. I will also establish the general pole structures and factorization properties of these spinning Mellin amplitudes.

Venue: zoom

Online: https://teams.microsoft.com/meet/36466301429317?p=TErTcWVJUdglpu8Uss

Mar 19 (Thu)

13:00 MCS2068 G&TAndy Wand (Glasgow): Non-positive open books of Stein fillable contact 3-manifolds

We will discuss motivation for and approaches to the question of when the monoid in the mapping class group of a surface with boundary corresponding to monodromies of open book decompositions of Stein fillable contact 3-manifolds differs from the monoid of mapping classes which admit factorizations into positive Dehn twists. In particular, combining new(ish) results with previous work of several people, we give a complete solution to this problem, showing that the monoids coincide only for planar surfaces. This is joint work with Vitalijs Brejevs.

Venue: MCS2068

Mar 20 (Fri)

13:00 MCS0001 HEPMDonal O'Connell (Edinburgh University): Supertranslations are Soft Dressings

In quantum field theories, the definition of a single particle state is ambiguous when there is no mass gap. I will discuss how this ambiguity for a single massive particle, in the regime of validity of the classical approximation, is intimately connected to large gauge transformations of classical theories. I will in particular discuss general BMS supertranslations from this point of view, as well as implications for classical observables such as impulses and waveforms.

Venue: MCS0001


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Upcoming Seminars by Series

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• Amplitudes and Correlators

Contact: arthur.lipstein@durham.ac.uk

Mar 18 13:00 Zhongjie Huang (University of Chinese Academy of Sciences): Spinning Mellin Amplitudes

In this talk, I will show how to define Mellin amplitudes for conformal correlators involving arbitrary spinning bosonic operators. The strategy is to perform a discrete Mellin transformation on all scalar products containing polarization vectors, such that each polarization vector can be interpreted as the position of a fictitious scalar operator. I will also establish the general pole structures and factorization properties of these spinning Mellin amplitudes.

Venue: zoom

• Analysis and PDE

Usual Venue: MCS2068

Contact: yohance.a.osborne@durham.ac.uk

Mar 17 13:00 Elisa Continelli (University of Padova): Multiagent systems: time delay effects and communication failures

In recent years, multiagent systems have attracted the attention of many researchers in several scientifice fields. Among them, there are the celebrated Hegselmann-Krause model for opinion formation and its second-order version, the Cucker-Smale model, introduced for the description of flocking phenomena. In such models it is natural to introduce time delays effects since time lags unavoidably appear in the applications as reaction times or times needed to receive some information. In this talk, we will focus on first- and second-order Cucker-Smale type models in presence of time delay effects, discussing the stability properties of their solutions. Communication failures among the agents will be also considered. Joint works with Chiara Cicolani and Cristina Pignotti.

Venue: MCS2068

• Applied Mathematics

Usual Venue: MCS3070

Contact: andrew.krause@durham.ac.uk

No upcoming seminars have been scheduled (not unusual outside term time).

• Arithmetic Study Group

Usual Venue: MCS2068

Contact: herbert.gangl@durham.ac.uk

No upcoming seminars have been scheduled (not unusual outside term time).

• CPT Colloquium

Usual Venue: OC218

Contact: mohamed.anber@durham.ac.uk

For more information, see HERE.


No upcoming seminars have been scheduled (not unusual outside term time).

• Department Research Colloquium

Usual Venue: MCS0001

Contact: inaki.garcia-etxebarria@durham.ac.uk,sunil.chhita@durham.ac.uk

No upcoming seminars have been scheduled (not unusual outside term time).

• Distinguished and Public Lectures

Usual Venue: MCS0001

Contact: sabine.boegli@durham.ac.uk,alpar.r.meszaros@durham.ac.uk

No upcoming seminars have been scheduled (not unusual outside term time).

• Education and Pedagogy

Usual Venue: MCS3052

Contact: andrew.krause@durham.ac.uk

Mar 18 13:00 Christian Lawson-Perfect (Newcastle): Accessibility of Maths E-assessment

I’ll give a brief introduction to the topic of accessibility, then talk about particular access considerations for mathematical e-assessment, based on years of experience developing and supporting mathematical e-assessment. Seminar slides: https://numbas.org.uk/talks/durham-2026-03-18/

Venue: MCS3055

• Gandalf

Usual Venue: MCS3070

Contact: daniel.n.disney@durham.ac.uk

No upcoming seminars have been scheduled (not unusual outside term time).

• Geometry and Topology

Usual Venue: MCS2068

Contact: fernando.galaz-garcia@durham.ac.uk

Mar 19 13:00 Andy Wand (Glasgow): Non-positive open books of Stein fillable contact 3-manifolds

We will discuss motivation for and approaches to the question of when the monoid in the mapping class group of a surface with boundary corresponding to monodromies of open book decompositions of Stein fillable contact 3-manifolds differs from the monoid of mapping classes which admit factorizations into positive Dehn twists. In particular, combining new(ish) results with previous work of several people, we give a complete solution to this problem, showing that the monoids coincide only for planar surfaces. This is joint work with Vitalijs Brejevs.

Venue: MCS2068

Apr 02 13:00 Thiago de Paiva (Peking University): A simpler braid description for all links in the 3-sphere

By Alexander's theorem, every link in the 3-sphere can be represented as the closure of a braid. Lorenz links and twisted torus links are two families that have been extensively studied and are well described in terms of braids. In this talk, we present a natural generalization of Lorenz links and twisted torus links that produces all links in the 3-sphere, providing a simpler braid description for every link in the 3-sphere.

Venue: MCS2068

Apr 30 13:00 Anthea Monod (Imperial): TBA

Venue: MCS2068

• HEP Journal Club

Usual Venue: MCS3070

Contact: mendel.t.nguyen@durham.ac.uk

Mar 16 14:00 Enrico Andriolo (Durham): Entropic Order

It is commonly expected that increasing temperature drives physical systems towards disorder. Surprisingly, certain models are conjectured to exhibit the opposite behaviour: at extremely high temperatures they enter an ordered phase, stabilized by entropy. After a gentle introduction to this counterintuitive phenomenon, I will outline the main ideas behind a rigorous proof showing that such entropically driven order can indeed occur. No prior familiarity with the topic will be assumed.

Venue: MCS3070

• HEP Lunchtime

Usual Venue: MCS0001

Contact: p.e.dorey@durham.ac.uk,enrico.andriolo@durham.ac.uk,tobias.p.hansen@durham.ac.uk

Mar 20 13:00 Donal O'Connell (Edinburgh University): Supertranslations are Soft Dressings

In quantum field theories, the definition of a single particle state is ambiguous when there is no mass gap. I will discuss how this ambiguity for a single massive particle, in the regime of validity of the classical approximation, is intimately connected to large gauge transformations of classical theories. I will in particular discuss general BMS supertranslations from this point of view, as well as implications for classical observables such as impulses and waveforms.

Venue: MCS0001

Mar 27 13:00 Sean Hartnoll (Cambridge University): TBA

Venue: MCS0001

• Probability

Usual Venue: MCS2068

Contact: tyler.helmuth@durham.ac.uk,oliver.kelsey-tough@durham.ac.uk

No upcoming seminars have been scheduled (not unusual outside term time).

• Pure Maths Colloquium

Usual Venue: MCS2068

Contact: michael.r.magee@durham.ac.uk

Mar 16 14:00 Noema Nicolussi (Innsbruck): The Arakelov--Bergman metric on degenerating Riemann surfaces and graphs

Next to the hyperbolic metric, the Arakelov-Bergman metric provides an interesting choice of metric on a compact Riemann surface. Its importance stems from its connections to complex geometry and appearance in arithmetic geometry. Since the early 90s, there has been great interest in understanding the behavior of the metric and related objects when the underlying Riemann surface degenerates to a singular Riemann surface.

In this talk, we discuss a recent approach which explains the degeneration behavior of the metric and some related objects using analogous objects on graphs.

Based on joint work with Omid Amini (Orsay).

Venue: MCS2068

• Spectra and Moduli

Usual Venue: MCS3070

Contact: joe.thomas@durham.ac.uk

No upcoming seminars have been scheduled (not unusual outside term time).

• Statistics

Usual Venue: MCS2068

Contact: hyeyoung.maeng@durham.ac.uk,andrew.iskauskas@durham.ac.uk

Mar 16 13:00 Mengchu Li (Birmingham): Segmenting Human–LLM Co-authored Text via Change Point Detection

The rise of large language models (LLMs) has created an urgent need to distinguish between human-written and machine-generated text to ensure authenticity and societal trust. Existing detectors typically provide a binary classification for an entire passage; however, this is insufficient for human-LLM co-authored text, where the objective is to localize specific segments authored by each. To bridge this gap, we propose algorithms to segment text into human- and machine-authored pieces. Our key observation is that such a segmentation task is conceptually similar to classical change point detection in time series analysis. Leveraging this analogy, we adapt change point detection to LLM-generated text detection, develop a weighted algorithm and a generalized algorithm to accommodate heterogeneous sentence lengths, and establish the minimax optimality of our procedure. Empirically, our approach substantially outperforms existing baseline algorithms, reducing localization errors by up to 50%.

Venue: MCS2068

Mar 23 13:00 Rasa Remenyte-Prescott (Nottingham): Reliability and Efficiency Modelling in Healthcare

The talk will give an overview of current research needs in reliability and efficiency modelling in healthcare, with a focus on using approaches of engineering risk and system reliability analysis. It will then focus on some current projects at the University of Nottingham and their outcomes, with a focus on Newborn Life Support (NLS) procedure, and will discuss future avenues for research in the areas of healthcare applications. The talk will also give a brief overview of activities in the Resilience Engineering Research Group and open a discussion for potential future collaboration opportunities.

Venue: MCS2068

• Stats4Grads

Contact: adam.stone2@durham.ac.uk

No upcoming seminars have been scheduled (not unusual outside term time).

Special Series

These link to some of the special events hosted by the Department:


• [LMS|EPSRC] Durham Symposia (from 1974)
• Collingwood Lectures (from 1984)