Pure Math · Mathematics & Statistics
Symplectic Geometry
The newest papers in Symplectic Geometry that ReadSearch has read, newest first. Each links to its own page, with its authors, date, where it was published and the original.
5 papers, from 17 September 2026 to 22 October 2026: 5 arXiv preprints.
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Newest papers
SympFormer: Inertial Attention Blocks from Damped Hamiltonian Dynamics on Spaces of Probability Measures
The attention mechanism underpins modern large language models, yet their dynamics remain only partially understood.Non-planar contact structures with Calabi-Yau Fillings and topological quantum computation
This paper is a non-planar counterpart of the author's earlier work on planar contact structures and topological quantum computation.Integrable building blocks for symplectic neural networks: learned-type layers, fiber-preserving layers, and what a single layer can do
Exactly symplectic neural networks are built almost exclusively from shear maps and gain expressivity only through depth.Planar Contact Structures with Calabi-Yau Fillings and Topological Quantum Computation
We study planar openbooks obtained by lifting braids through branched covers of D^2, together with the quantum operations in the Ising representation.Special Lagrangian cones in Deep Learning
We introduce a matrix generalization of the cone of Harvey and Lawson and prove that it is an exact special Lagrangian manifold.