{ "cells": [ { "cell_type": "markdown", "id": "deb595c4", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Using computer algebra to study intersection theory of moduli spaces\n", "Johannes Schmitt, University of Zürich" ] }, { "cell_type": "markdown", "id": "8c79c809", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## §1 admcycles - a SageMath package for tautological classes on $\\overline{\\mathcal{M}}_{g,n}$" ] }, { "attachments": { "image.png": { "image/png": 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} }, "cell_type": "markdown", "id": "642f15ed", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "### The moduli space of stable curves\n", "The space $\\overline{\\mathcal{M}}_{g,n}$ is a moduli space of tuples $(C, p_1, \\ldots, p_n)$ with\n", "* $C$ an **algebraic curve** of arithmetic **genus $g$**, with at worst nodal singularities,\n", "* $p_1, \\ldots, p_n \\in C$ distinct (smooth) **marked points**.\n", "