under construction 2026.08.15
Research and public activities
This page contains the same information on my past and current activity as on my homepage, research an otherwise, arranged by topic. Publications and events are grouped together, to give a more complete picture of what I do in these areas. Order within each topic is mostly by date, but also by importance to the topic. Some publications and events repeat, as they fall into more than one theme.
Persistent homology
Persistence is my main area of interest, in particular the algorithms for computing persistence diagrams, and the possibility to modify them given a change in the underlying data.
- flash talk 2026-05-20: Standardization in computational topology, ICERM topical workshop (open problem session, site)
- conference poster 2026-05-19: Dynamic persistent homology: Computation and implementation, ICERM topical workshop (poster, site)
- journal article 2026-03-23: Pruning vineyards: updating barcodes and representative cycles by removing simplices, with Barbara Giunti. Published in Foundations of Data Science (journal, arxiv, video, software)
- seminar talk 2026-02-26: Deconstructing Reeb graphs, SUNY Albany Algebra/Topology seminar (notes, site)
- flash talk 2026-01-26: Stability of 0-dimensional persistent homology in enriched and sparsified point clouds, ATMCS 12 (flash talk slide, site)
- preprint 2025-12-03: Stability of 0-dimensional persistent homology in enriched and sparsified point clouds, with Ran Levi, Juliano Morimoto. Preprint (arxiv, software "TopoAware")
- conference talk 2025-10-27: Persistent homology updates on dynamic data, TopTime: Topological methods for time-varying data (slides, site)
- conference talk 2025-10-14: Pruning vineyards, ComPer 2025: Workshop on Computational Topology (slides, site)
- conference poster 2026-10-08: Topological methods for computational ecology, Aberdeen Interdisciplinary Research and Education Symposium (poster, site)
- conference poster 2025-08-18: Pruning vineyards: Updating barcodes and representative cycles, AATRN conference (poster, site)
- conference talk 2025-08-12: Dynamic cycle representatives, BIRS workshop "Cycle Representatives in Applied homological Algebra" (slides and files, site)
- conference talk 2025-07-15: Minimal updates for dynamic barcodes and representative cycles, Applied Topology in Poznań (slides, video, site)
- journal article 2023-11: DONUT - Creation, development, and opportunities of a database, with Barbara Giunti, Bastian Rieck. Published in Notices of the American Mathematical Society (journal, arxiv, database)
- conference publication 2023-10: Combinatorial Exploration of Morse–Smale Functions on the Sphere via Interactive Visualization, with Youjia Zhou, Michael J. Catanzaro, Matthew Zabka, Bei Wang. Published in Topological Data Analysis and Visualization 2023 (proceedings, arxiv, software "MSF Designer")
- seminar talk 2021-02-09: Classifying Morse functions for persistent homology, seminar (slides)
- journal article 2020-06-27: Moduli spaces of morse functions for persistence, with Michael J. Catanzaro, Justin Curry, Brittany Terese Fasy, Greg Malen, Hans Riess, Bei Wang, Matthew Zabka. Published in Journal of Applied and Computational Topology (journal, arxiv)
- phd thesis 2019-06-28: Stability of universal constructions for persistent homology, advised by Ben Antieau and Shmuel Weinberger, defended at the University of Illinois at Chicago (PhD thesis)
Topological data analysis in functional ecology
This area of research started a few years ago after meeting Juliano Morimoto (link), a biologist and mathematician. The context is a fairly classical use case of interpeting biological data as topological spaces, though the implications seem quite significant, as the shape of ecological data has already been a central topic of dicussion before the application of topology.
- journal article 2026-05-28: The Evolution of Hutchinsonian Climatic Niche Hypervolumes in Gymnosperms, with Fernanda S. Caron, David F. R. P. Burslem, Juliano Morimoto. Published in Global Ecology and Biogeography. (journal)
- seminar talk 2026-06-03: Topological methods for computational ecology, Inria DATASHAPE seminar (slides, site)
- seminar talk 2026-02-27: Topological methods for computational ecology, SUNY Albany Applied Topology in Albany seminar (slides, site)
- flash talk 2026-01-26: Stability of 0-dimensional persistent homology in enriched and sparsified point clouds, ATMCS 12 (flash talk slide, site)
- preprint 2025-12-03: Stability of 0-dimensional persistent homology in enriched and sparsified point clouds, with Ran Levi, Juliano Morimoto. Preprint (arxiv, software "TopoAware")
- conference poster 2026-10-08: Topological methods for computational ecology, Aberdeen Interdisciplinary Research and Education Symposium (poster, site)
- conference talk 2025-02-27: Topological methods in computational ecology, European Conference of Tropical Ecology (slides, site)
Topological data analysis in diagnostic imaging
The most recently added area of my research, directly linked to my current postdoctoral grant (link).
- seminar talk 2025-04-22: Lietišķā topoloģija, Latvijas Universitātes KPMI seminārs (slaidi)
Topological data analysis in computational neuroscience
My first postdoc was with the neuro-topology group at the University of Aberdeen, as part of a joint UKRI / EPSRC grant with EPFL, the aim of which was to analyze neuronal activity using topology. This period of my career was extremely fruitful in creating new collaborations and developing new ideas, whose impact continues to feature heavily in my research.
- journal article 2025-01-17: Heterogeneous and non-random cortical connectivity undergirds efficient, robust and reliable neural codes, with Daniela Egas Santander, Christoph Pokorny, András Ecker, Matteo Santoro, Jason P. Smith, Kathryn Hess, Ran Levi, Michael W. Reimann. Published in iScience (journal, biorxiv, software "Connectome analysis")
- journal article 2024-11-26: Modeling and Simulation of Rat Non-Barrel Somatosensory Cortex. Part I: Modeling Anatomy, with Michael W. Reimann, Sirio Bolaños-Puchet, Daniela Egas Santander, András Ecker, Cristoph Pokorny, Jason P. Smith, Vishal Sood, Ran Levi, Kathryn Hess, Henry Markram, and others. Published in eLife Neuroscience (journal, biorxiv)
- seminar talk 2023-02-22: Continuous and discrete dynamic topology, TU Graz Institute of Geometry seminar (slides)
- seminar talk 2022-11-04: Dynamics of neural circuits at different scales, Oxford Applied Topology seminar (slides, site)
- journal article 2022-06-01: An application of neighbourhoods in digraphs to the classification of binary dynamics, with Pedro Conceição, Dejan Govc, Ran Levi, Henri Riihimäki, Jason P. Smith. Published in Network Neuroscience (journal, arxiv, software "TriDy")
- journal article 2022-01-12: Topology of synaptic connectivity constrains neuronal stimulus representation, predicting two complementary coding strategies, with Michael W. Reimann, Henri Riihimäki, Jason P. Smith, Christoph Pokorny, Ran Levi. Published in PLOS ONE (journal, biorxiv)
Configuration spaces and stratifications
Individual configuration spaces and their gluings into a topological space of finite subsets were of interest to me during my PhD studies, and were central to my thesis. I enjoy them and find myself returning to them from time to time, because of the way they blend combinatorics, topology, and higher algebra.
- conference talk 2026-08-31: Stratifying and contracting finite subset spaces, Stratifying Kiel workshop (site)
- preprint 2026-05-31: A constructive proof for the simple connectedness of finite subset spaces, preprint (arxiv)
- journal article 2021-06-11: Stratifications on the Ran space. Published in Order (journal, arxiv)
- phd thesis 2019-06-28: Stability of universal constructions for persistent homology, advised by Ben Antieau and Shmuel Weinberger, defended at the University of Illinois at Chicago (PhD thesis)
Mathematics education
Guest lectures to undergrads or masters students, introductory talks and events for students and specialists, special public education events. Some of these are in English, some are in Latvian.
- seminar talk 2026-03-19: Algebriskā un skaitliskā topoloģija no galīgām metriskām telpām, LU Matemātikas nodaļas seminārs
- lecture 2025-12-18: Algebriskā topoloģija, LU Matemātikas nodaļas kursa "Topolģija" lekcija (piezīmes)
- seminar talk 2025-11-25: Computational topology over finite metric spaces, LU Datorikas nodaļas seminārs (notes)
- seminar talk 2025-04-22: Lietišķā topoloģija, Latvijas Universitātes KPMI seminārs (slaidi)
- seminar talk 2025-03-11: Topological structures and biological settings, Université Côte d'Azur, Laboratoire J.A.Dieudonné seminar (slides)
- seminar talk 2024-10-16: Matemātika un datu zinātne, LU studentu zinātniskais seminārs (slaidi)
- class demo 2023-04-18: Introduction to Visualization, RBS Taster day (slides)
- lecture 2023-01-19: Datu analīze ar Python, LU SZF doktorantu seminārs (slaidi)
- class demo 2023-01-16: Mathematics and IT in BITL, RBS Greenhouse talk (part 1, part 2)
- class demo 2022-02-15: The mathematics and computer science in BITL, RBS Greenhouse talk (slides)
- class demo 2022-02-07: Key skills of RBS Graduates, RBS Greenhouse talk (slides)
- conference talk 2021-12-22: Describing Data: A Visual Survival Kit, conference talk (slides)
- online activity 2021-04-10: Apļi un mezgli: Telpas un topoloģija, nodarbība (slaidi, uzdevumi)
- workshop talk 2021-03-15: Data-based decision making, lecture (slides)
- seminar talk 2021-02-05: Neighborhoods for classifying binary dynamics in directed networks with machine learning, seminar (slides)
- online lecture2021-01-06: Zinātnieka izdzīvošanas komplekts: no datiem līdz sakarīgam grafikam, tiešsaistes lekcija (video ieraksts, slaidi)
Non-formal education
These activities are mostly about enriching the communities in which I live and to which I belong, in non-traditional and non-formal ways. This involves summer camps and youth seminars, in Latvia and abroad.
- workshop 2026-06-28: Normāla ģimene, ar Madaru Mazjāni. Ievirze 3x3 saietā Bebrenē (saite)
- workshop 2023-12-26: Vēstures kartēšana digitālā laikmetā, ar Loru Egli. Ievirze 2x2 seminārā "Strāvojums" (saite)
- youth fair 2023-08-26: Dati un stereotipi, Liepājas Jauniešu Festivāls (piezīmes)
- youth camp / seminar 2019-06-26: 2x2 Kanādā. 2x2 seminārs Saulainē (saite)
Public outreach
These events are mostly in Latvian, about mathematics or science in general. Mostly discussions on radio programs, or other events with an expected non-scientific audience.
- discussion 2026-04-08: Pētījums: Veiksmīgi apgūt matemātiku traucē nespēja mācīties no savām kļūdām, Latvijas Radio 1 diskusija (ieraksts)
- discussion 2026-03-24: No laboratorijas līdz risinājumam: jauno zinātnieku pieredze, TVNET raidieraksts "Redzi tālāk!" (ieraksts)
- discussion 2026-01-29: Cik brīvs savās izvēlēs, ko pētīt, ir mūsdienu zinātnieks? Latvijas Radio 1 diskusija (ieraksts)
- interview 2025-11-10: Vientuļākais zinātnieks Latvijā, LU Alma Mater intervija (raksts, pārpublicēts, pastāvīga saite)
- school fair 2025-10-17: Eiropas Savienība manā skolā, Latvijas Zinātnes Padomes pasākums (saite, uzdevumi, video)
- discussion 2025-09-25: Matemātikas elegance, Radio NABA raidījums "Zinātnes vārdā" (ieraksts)
- interview 2025-06-21: Domā lēni par cipariem, Sarunu festivāls LAMPA (intervija, panelis)
- discussion 2025-05-28: ASV aptur finansējumu pētniecībai: kuras zinātņu nozares varētu ciest visvairāk, Latvijas Radio 1 diskusija (ieraksts)
- discussion 2025-01-06: Sācies Starptautiskais Kvantu zinātnes un tehnoloģiju gads, Latvijas Radio 1 komentārs (ieraksts, plašāki komentāri)
- interview 2024-05-21: Prāts izglābs pasauli, Radio SWH radījums (ieraksts)
- journal article 2023-11-01: DONUT - Creation, development, and opportunities of a database, with Barbara Giunti, Bastian Rieck. Published in Notices of the American Mathematical Society (journal, arxiv, database)
- dicussion 2022-08-23: STEM (DzMIT) skolotāju konference, LJZA diskusija (saite)
Other events and activities
Things that I have participated in or have been invited to, and which do not fit into any of the other categories on this page.
- corporate talk 2024-09-25: Turning Waste into Treasure, Printful Knowledge Week
- dicussion 2022-10-31: Sustainable development goals of business schools, Eduniversal World Convention panel session (site)
- interview 2021-04-12: Mājas Viesis, intervija (raksts)
- interview 2021-08-11: Latvijas Radio 1: Monopols, intervija (ieraksts)
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