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20072022
most citedTopological Methods for Exploring Low-density States in Biomolecular Folding Pathways

143 citations · 581 across the 51 of their papers we have counts for

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Showing 2019Show all

6 papers · 1 filter

math.KT2019★ 1 cited

Excision in equivariant fibred G-theory

Gunnar Carlsson, Boris Goldfarb

This paper provides a generalization of excision theorems in controlled algebra in the context of equivariant G-theory with fibred control and families of bounded actions. It also…

math.AT2019

Persistent and Zigzag Homology: A Matrix Factorization Viewpoint

Gunnar Carlsson, Anjan Dwaraknath, Bradley J. Nelson

Over the past two decades, topological data analysis has emerged as a field of applied mathematics with new applications and algorithmic developments appearing rapidly. Two fundame…

cs.SI2019

Metric Representations of Network Data

Santiago Segarra, Gunnar Carlsson, Facundo Memoli +1

Networks are structures that encode relationships between pairs of elements or nodes. However, there is no imposed connection between these relationships, i.e., the relationship be…

math.AG2019★ 3 cited

Atiyah-Segal Derived Completions for Equivariant Algebraic G-Theory and K-Theory

Gunnar Carlsson, Roy Joshua

In the mid 1980s, while working on establishing completion theorems for equivariant Algebraic K- Theory similar to the well-known Atiyah-Segal completion theorem for equivariant to…

cs.LG2019★ 46 cited

A Topology Layer for Machine Learning

Rickard Brüel-Gabrielsson, Bradley J. Nelson, Anjan Dwaraknath +3

Topology applied to real world data using persistent homology has started to find applications within machine learning, including deep learning. We present a differentiable topolog…

math.AT2019

Persistent homology of the sum metric

Gunnar Carlsson, Benjamin Filippenko

Given finite metric spaces and , we investigate the persistent homology of the Cartesian product equipped with the sum metric $…