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Silja Sormunen

4 papers hereh-index 457 citations10 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • nlin.AO2
  • cs.LG1
  • physics.data-an1

identity via Semantic Scholar / OpenAlex

activity
20222025
most citedTESSERA: Temporal Embeddings of Surface Spectra for Earth Representation and Analysis

40 citations · 47 across the 4 of their papers we have counts for

collaborators

4 papers

cs.LG2025★ 40 cited

TESSERA: Temporal Embeddings of Surface Spectra for Earth Representation and Analysis

Zhengpeng Feng, Clement Atzberger, Sadiq Jaffer +11

Satellite Earth-observation (EO) time series in the optical and microwave ranges of the electromagnetic spectrum are often irregular due to orbital patterns and cloud obstruction.…

nlin.AO2025

Self-organization to multicriticality

Silja Sormunen, Thilo Gross, Jari Saramäki

Self-organized criticality is a well-established phenomenon, where a system dynamically tunes its structure to operate on the verge of a phase transition. Here, we show that the dy…

physics.data-an2024

Distinguishing subsampled power laws from other heavy-tailed distributions

Silja Sormunen, Lasse Leskelä, Jari Saramäki

Distinguishing power-law distributions from other heavy-tailed distributions is challenging, and this task is often further complicated by subsampling effects. In this work, we eva…

nlin.AO2022★ 7 cited

Critical drift in a neuro-inspired adaptive network

Silja Sormunen, Thilo Gross, Jari Saramäki

It has been postulated that the brain operates in a self-organized critical state that brings multiple benefits, such as optimal sensitivity to input. Thus far, self-organized crit…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.