Top Tweets for #Topologicaldataanalysis
Density-Robust Spherical Coordinates from Persistent Cohomology
Can topology give stable circular and spherical coordinates even when data density is uneven? An anatomical review of Nordwald, García-Redondo and Monod (2026).
https://t.co/n7QBDMPYJ2
#TopologicalDataAnalysis #PersistentCohomology #KSCCN
😍Computing the persistence diagrams of a turbulent flow dataset of 6 billion vertices?
#TTK now does it in less than 3 minutes on @Sorbonne_Univ_ distributed supercomputer!
Paper: https://t.co/V0g7Zht3gi
Example: https://t.co/sLFYqwAswi
#TopologicalDataAnalysis #HPC #DataScience
😍 Check out our latest entry in the #TopologyToolKit Online Example Database!
🧑🎓 Today, learn how to robustly track topological features in time-varying data, in just 42 lines of #Python 👇
https://t.co/aM599Yb4kP
#Visualization #TopologicalDataAnalysis #DataScience
ISC project update: {inphr} brings statistical inference to persistence diagrams in R (permutation tests + diagram distances; plus curve-based summaries via {TDAvec} to localize differences).
Read: https://t.co/waNJ3HVIBd
#rstats #TopologicalDataAnalysis #OpenSource
🚨 Paper alert!
Checkout our @NatureGeosci paper on the topological analysis of geodynamics data, where we track topological features through time to characterize tectonic plate displacements 🤔
👉 https://t.co/Id9NT5nHcn
#TopologicalDataAnalysis #Geodynamics
In my opinion, cosmology’s next frontier is structure + topology + ML 🌠
#Cosmology #AI4Science #TopologicalDataAnalysis #NonGaussianity
🚨 Paper alert!
Checkout our latest #ieeevis paper on the stability analysis of h-bonds in collections of quantum chemistry datasets. H-bonds are surprisingly robust to molecular vibrations and proton tunneling! 🤔
👉 https://t.co/tPFdXJVg0s
#TopologicalDataAnalysis #QTAIM
🚨 Paper alert!
Checkout our latest #topoinvis paper on topology-aware neural interpolation of time-varying data.
Reconstruct missing time steps with accurate geometry and topology!
👉 https://t.co/6OZ4BeA0KN
#TopologicalDataAnalysis #Visualization #PersistenceOptimization
🥳 The @ErcTori team ❤️ @ieeevis!
This year we'll be presenting 1 full paper (honorable mention award!) and 1 #TopoInVis paper:
https://t.co/tPFdXJVg0s
https://t.co/6OZ4BeAyAl
We'll also run a #TopologyToolKit tutorial on Monday! Join us, won't you? #TopologicalDataAnalysis #viz
Stochastic Chaos in Influenza Data - An Application of Topological Methods
#ChaosTheory #Epidemiology #StochasticChaos #Influenza #TopologicalDataAnalysis #MachineLearning
https://t.co/wWCK82sSyp
We mathematically proved the existence of the curse of dimensionality in persistence diagrams. This work was led primarily by Mr. Enhao Liu.
https://t.co/N9lDYYW8Dq
#TopologicalDataAnalysis #Statistics
#JJAP Spotlights article 👉
https://t.co/YphI6qfbI0
Structural differences in titanium surfaces under low-energy hydrogen ion irradiation: a molecular dynamics and topological data analysis approach
Jpn. J. Appl. Phys. 64 04SP57
#jsap
#MolecularDynamics
#TopologicalDataAnalysis
🤔Some genus defects in your geometry? Quickly fix spurious handles, thanks to our new persistence-optimization solver.
The paper:👇
https://t.co/PA0XMHEZfF
🍿The talk @ieeevis 2024:
https://t.co/cA0tStM8zS
#topologicaldataanalysis #datascience #visualization #geometryprocessing
🚨Job Alert!
Fabien Vivodtzev and I are thrilled to share that we have an open internship (with Ph.D. thesis follow up) on #TopologicalDataAnalysis with a concrete application in material sciences!
If you like data💾, coding⌨️, topology🍩 and visualization🎬, this job is for you!
🤔 Changing the genus of a surface is now easy with our new persistence-optimization solver.
The paper:👇
https://t.co/PA0XMHFx5d
🍿The talk @ieeevis 2024:
https://t.co/cA0tStMGpq
#topologicaldataanalysis #datascience #visualization #geometryprocessing
🤔The topological simplification of the cosmic web via persistence-optimization is now practical on real-life astrophysics datasets!
The paper:👇
https://t.co/PA0XMHFx5d
🍿The talk @ieeevis 2024:
https://t.co/cA0tStMGpq
#topologicaldataanalysis #datascience #visualization
🤔The cancellation of spurious loops in vascular networks via persistence-optimization is now practical for real-life datasets!
The paper:👇
https://t.co/PA0XMHFx5d
🍿The talk @ieeevis 2024:
https://t.co/cA0tStMGpq
#topologicaldataanalysis #datascience #visualization
Check out our novel persistence-optimization solver for data simplification, achieving practical running times for real-life datasets!
The paper: 👇
https://t.co/PA0XMHFx5d
🍿 The talk @ieeevis 2024:
https://t.co/WnNIA6Ujqi
#topologicaldataanalysis #datascience #visualization
In this week’s cover issue: Scientists from @Georgetown @GUPhysics @UWMadison @UWMadCBE @argonne combine #ParticleSimulations and #TopologicalDataAnalysis (TDA) to characterize the complex multiscale structure of #Softgels. @emanueladelgado
Read: https://t.co/Ydvm1QNvOs
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