EdTech

Frontiers of Global Differential Geometry

The IAS Frontiers Conference on Geometry, Dynamics, and Learning is a conference on the interface of geometric analysis, dynamical systems, and machine learning, focused on linking geometry, dynamical systems, and learning theory, sharing research challenges, and enabling collaboration. It is for alumni, current students, industry/academic partners, and the public.

The essentials

Event details

Dates
November 2026
Location
Nanyang Executive Centre, Nanyang Technological University (NTU), Singapore, Harrisonburg, United States
Organiser
Nanyang Technological University
Industry
EdTech

Agenda themes

Topics covered

  • Geometric optimization
  • Geometric and topological data analysis
  • Geometric deep learning
  • Shape analysis
  • Information geometry
  • Optimal transport
  • Dissipative dynamics
  • Geometric and variational integration
  • Geometric methods in dynamical systems
  • Infinite-dimensional dynamical systems
  • Quantum mechanics and quantum information theory

On stage

Speakers

  • Robert MahonyAustralian National University
  • Pieter van GoorUniversity of Sydney
  • Ravi N. BanavarIndian Institute of Technology Bombay
  • Jake WeldeCornell University
  • Qiao HuangSoutheast University
  • Andrey PolyakovInria; University of Lille; CNRS
  • Josef TeichmannETH Zurich
  • David Martín de DiegoInstituto de Ciencias Matemáticas (ICMAT-CSIC)
  • Melvin LeokUniversity of California San Diego
  • Qianxiao LiNational University of Singapore
  • Zhenjie RenUniversité Évry Paris-Saclay
  • Marek GluzaNanyang Quantum Solutions; Nanyang Technological University
  • Frédéric BarbarescoTHALES
  • Pietro FréUniversity of Turin; INFN Turin
  • Yasuhiro KurokawaShibaura Institute of Technology
  • Alessandro BravettiUniversity of Camerino
  • Nilo SchwenckeInria; ENS de Lyon; CNRS

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