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Paweł Dłotko

Polish Academy of Sciences (per OpenAlex) · ORCID · OpenAlex

13 papers in scope · 12 published · 2 on the econ.EM arXiv · 94 citations · h-index 6 (over the papers listed here)

Related authors

The 20 authors closest to this one in our weighted citation graph, most related first.

  1. C. Hansen
  2. Martin Spindler
  3. Christian Hansen
  4. Victor Chernozhukov
  5. Alexandre Belloni
  6. Wanling Qiu
  7. Simon Rudkin
  8. Philipp Bach
  9. Emmanuel Flachaire
  10. Denis Chetverikov
  11. Daniel Chen
  12. Kengo Kato
  13. Sullivan Hué
  14. Ulrich Aiounou
  15. Sébastien Laurent
  16. Sven Klaaßen
  17. Iván Fernández-Val
  18. Whitney K. Newey
  19. Vasilis Syrgkanis
  20. Achim Ahrens

Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md.

Papers

(2 of 13)

Physics-informed convolutional neural networks for fluid flow through porous media
published2026 · Scientific Reports
with Rafał Topolnicki, Maciej Matyka
Scientific Reports
New Automated Approach to Selection of Mapper Clustering Parameters
published2025 · ACM Transactions on Knowledge Discovery from Data
with Padraig Fitzpatrick, Anna Jurek-Loughrey
ACM Transactions on Knowledge Discovery from Data
Return trajectory and the forecastability of bitcoin returns
published2024 · Financial Review · 1 citations
with Simon Rudkin, Wanling Rudkin
Financial Review
Testing Topological Conjugacy of Time Series
published2024 · SIAM Journal on Applied Dynamical Systems · 1 citations · first circulated 2023
with Michał Lipiński, Justyna Signerska-Rynkowska
SIAM Journal on Applied Dynamical Systems
Mapper–Type Algorithms for Complex Data and Relations
published2024 · Journal of Computational and Graphical Statistics · 6 citations · first circulated 2021
with Davide Gurnari, Radmila Sazdanović, Pawel Dlotko
Journal of Computational and Graphical Statistics
Topology-driven goodness-of-fit tests in arbitrary dimensions
published2023 · Statistics and Computing · 5 citations · first circulated 2022
with Niklas Hellmer, Łukasz Stettner, Rafał Topolnicki
Statistics and Computing
On the topology of cryptocurrency markets
published2023 · International Review of Financial Analysis · 20 citations
with Simon Rudkin, Wanling Rudkin
International Review of Financial Analysis
An economic topology of the Brexit vote
published2023 · Regional Studies · 9 citations · first circulated 2019
with Simon Rudkin, Lucy Barros, Wanling Qiu, Lucy Minford
Paper profile Regional Studies arXiv:1909.03490
Extending conventional surface roughness ISO parameters using topological data analysis for shot peened surfaces
published2022 · Scientific Reports · 20 citations
with Jan F. Senge, Asghar Heydari Astaraee, Sara Bagherifard, Wolfram A. Bosbach
Scientific Reports
Financial ratios and stock returns reappraised through a topological data analysis lens
published2021 · European Journal of Finance · 11 citations · first circulated 2019
with W. Qiu, Simon Rudkin, Wanling Qiu
European Journal of Finance
OxCOVID19 Database, a multimodal data repository for better understanding the global impact of COVID-19
published2021 · Scientific Reports · 14 citations · first circulated 2020
with Adam Mahdi, P. Błaszczyk, Dario Salvi, Tak-Shing Chan, John Harvey, Davide Gurnari, Yue Wu, Ahmad Shah Farhat, Niklas Hellmer, Alexander E. Zarebski, Bernie Hogan, Lionel Tarassenko, …
Scientific Reports
Topological data analysis: Concepts, computation, and applications in chemical engineering
published2020 · Computers & Chemical Engineering · 7 citations
with Alexander Smith, Víctor M. Zavala
Computers & Chemical Engineering
Topologically Mapping the Macroeconomy
working paper2019 · arXiv
with Simon Rudkin, Wanling Qiu
Paper profile arXiv arXiv:1911.10476

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.