Seminars and Colloquia by Series

The reasonable effectiveness of continuous time branching processes in understanding evolving network models

Series
Stochastics Seminar
Time
Thursday, October 9, 2025 - 15:30 for 1 hour (actually 50 minutes)
Location
Skiles 006
Speaker
Shankar BhamidiUniversity of North Carolina at Chapel Hill

A wide array of network growth models have been proposed across various domains as test beds to understand questions such as the effect of network change point (when a shock to the network changes the probabilistic rules of its evolution) or the role of attributes in driving the emergence of network structure and subsequent centrality measures in real world systems. 

The goal of this talk will be to describe three specific settings where continuous time branching processes give mathematical insight into asymptotic properties of such models. In the first setting, a natural network change point model can be directly embedded into continuous time thus leading to an understanding of long range dependence of the initial network system on subsequent properties imply the difficulty in understanding and estimating network change point. In the second application, we will describe a notion of resolvability where convergence of a simple macroscopic functional in a model of networks with vertex attributes, coupled with stochastic approximation techniques implies local weak convergence of a standard model of nodal attribute driven network evolution to a limit infinite random structure driven by a multitype continuous time branching process. In the second setting, continuous time branching processes only emerge in the limit. In the final setting we will describe network evolution models with delay where once again such processes arise only in the limit. 

Computer Algebra club/seminar

Series
Other Talks
Time
Thursday, October 9, 2025 - 14:00 for 1 hour (actually 50 minutes)
Location
Skiles 006
Speaker
Anton LeykinGeorgia Tech

The first meeting of our club/seminar will feature a brief introduction to the three CAS (computer algebra systems): Macaulay2, OSCAR, and SageMath. All of these are open-source software and are used by research mathematicians for algebraic computation. 

Everyone is welcome to the club! The only requirement is being optimistic about using computer algebra to (potentially) help your research.

The Montesinos trick for double branched covers

Series
Geometry Topology Student Seminar
Time
Wednesday, October 8, 2025 - 14:00 for 1 hour (actually 50 minutes)
Location
Skiles 006
Speaker
Alex EldridgeGeorgia Tech

Taking the double branched cover of $S^3$ over a knot $K$ is natural way to associate $K$ with a 3-manifold, and to study the double branched cover, we often want a Dehn surgery description for it. The Montesinos trick gives a systematic way to get such a description. In this talk, we will go over the broad statement of this trick: that a rational tangle replacement on the knot corresponds to Dehn surgery on the double branched cover. This gives particularly nice descriptions for some satellites of $K$ as surgery on $K \mathrel\# K^r$. We will also discuss an application of the trick which characterizes the 2-bridge knots with unknotting number 1.

Random growth models

Series
Research Horizons Seminar
Time
Wednesday, October 8, 2025 - 00:30 for 1 hour (actually 50 minutes)
Location
Skiles 005
Speaker
Michael DamronGeorgia Tech

Random and irregular growth is all around us. We see it in the form of cancer growth, bacterial infection, fluid flow through porous rock, and propagating flame fronts. In this talk, I will introduce several different models for random growth and the different shapes that can arise from them. Then I will talk in more detail about one model, first-passage percolation, and some of the main questions that researchers study about it.

Lectures on Kahler Geometry II

Series
Geometry Topology Working Seminar
Time
Friday, October 3, 2025 - 14:00 for 1.5 hours (actually 80 minutes)
Location
Skiles 006
Speaker
Randy Van WhyGeorgia Tech

This series will tie together algebraic, complex analytic, symplectic, and contact geometries together in one coherent story. This will be done via the study of a series of couplets from different fields of geometry:

Algebraic manifolds:
Affine and quasi-projective varieties (non-compact models)
Projective varieties (compact models)

Complex manifolds:
Stein manifolds
Stein compactifications

Symplectic manifolds:
Liouville/ Weinstein geometry
Compact Kahler manifolds 

Depending on how long it takes to discuss these items, I will also attempt to include discussions on:

• Biran-Giroux decompositions of symplectic manifolds • Boothby-Wang bundles and contact plumbings of these • Milnor's fibration theorem for isolated singularities and connections to open book decompositions and Lefschetz fibrations • Open questions and interesting avenues of research

Most of our discussion will, as a side effect, outline the topological structure behind Type IIA String theory (the "topological A-model") which requires a 6-dimensional Calabi-Yau (Kahler) background.

Some questions and results on the hard sphere model

Series
Math Physics Seminar
Time
Friday, October 3, 2025 - 11:00 for 1 hour (actually 50 minutes)
Location
Skiles 006
Speaker
Will PerkinsGeorgia Tech Department of Computer Science

The hard sphere model is a simple to define and long studied mathematical model of gas, in which the only interactions are the hard-core constraint that two spheres cannot overlap in space.  In three dimensions it is expected to exhibit a gas-to-crystal phase transition.  Despite its simplicty, rigorous results on the model are rather sparse.  I will introduce the model, discuss some of the main open questions, and present some results new and old.

Convergence Rates of Mean-Field Fluctuations in the 2D Viscous Vortex and Coulomb Models

Series
Stochastics Seminar
Time
Thursday, October 2, 2025 - 15:30 for 1 hour (actually 50 minutes)
Location
Skiles 006
Speaker
Paul NikolaevUniversity of Padova/Columbia University

Please Note: This is a joint Stochastics-PDE seminar.

We investigate how fluctuations behave in large systems of interacting particles when the interaction is given by the Biot–Savart kernel, a key model from fluid dynamics. Our main result provides the first quantitative convergence rates for these fluctuations, and remarkably, the rates are optimal. The key idea is to compare the generators of the particle system and of the limiting fluctuation process in an infinite-dimensional setting. This comparison allows us to derive a sharp error bound for the fluctuations. Beyond the Biot–Savart case, the method is versatile and can also be applied to other singular interactions, such as the repulsive Coulomb kernel.

Why Language Models Hallucinate

Series
School of Mathematics Colloquium
Time
Thursday, October 2, 2025 - 11:00 for 1 hour (actually 50 minutes)
Location
Skiles 005
Speaker
Santosh VempalaGeorgia Tech

Large language models often guess when uncertain, producing plausible yet incorrect statements instead of admitting uncertainty. Such "hallucinations" persist even in state-of-the-art systems. We analyze this phenomenon from a mathematical perspective and find that the statistical pressures of current training pipelines induce hallucinations; moreover, current evaluation procedures reward guessing over acknowledging uncertainty. The talk will be fact-based, and the speaker will readily admit ignorance. 

 
This is joint work with (and mostly by) Adam Kalai. 

Numbers with close factorizations

Series
Number Theory
Time
Wednesday, October 1, 2025 - 15:30 for 1 hour (actually 50 minutes)
Location
Skiles 005
Speaker
Tsz Ho ChanKennesaw State University

In this talk, we consider numbers with multiple close factorizations like $99990000 = 9999 \cdot 10000 = 9090 \cdot 11000$ and $3950100 = 1881 \cdot 2100 = 1890 \cdot 2090 = 1900 \cdot 2079$. We discuss optimal bounds on how close these factors can be relative to the size of the original numbers. It is related to the study of close lattice points on smooth curves.

ASYMPTOTIC STABILITY OF MULTI-SOLITONS FOR 1D SUPERCRITICAL NLS

Series
PDE Seminar
Time
Tuesday, September 30, 2025 - 15:30 for 1 hour (actually 50 minutes)
Location
Skiles 154
Speaker
Abdon MoutinhoGeorgia Tech

Motivated by the Soliton Resolution Conjecture, the study of dynamics of multi-solitons has been crucial to understand the  long-time behavior of solutions for dispersive PDEs.

In this talk, we consider one-dimensional L2 supercritical nonlinear Schrödinger equation.

It is well-known that the solitons for this model are unstable, but conditional asymptotic stability for a single soliton was obtained in the pioneering work of Krieger and Schlag. In this talk, using the linear and scattering theory developed in our previous work, we show the conditional strong asymptotic stability for any multi-solitons with large separation in the speed. More precisely,  this solution of the supercritical NLS will converge asymptotically in the H1 norm to a finite of multi-solitons moving with constant speeds plus a radiation (Scattering of the remainder).  Finally, at the end of the talk, we discuss our ongoing research related to this topic.  This is a joint work with Gong Chen.

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