Ekaterina Krymova

ETH Zurich — Switzerland

Social Sciences · Social Sciences

11h-index665citations130works1.22yr avg
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Research Topics

Regional Socio-Economic Development Trends(82), Impact of AI and Big Data on Business and Society(82), COVID-19, Geopolitics, Technology, Migration(82), COVID-19 epidemiological studies(11), Particle Accelerators and Free-Electron Lasers(5)

Publications128 total

Machine-Learning-Driven Reconstruction of Organic Aerosol Sources across Dense Monitoring Networks in Europe
Environmental Science & Technology Letters·2025· 2 citedOpen Access
The lipidomic architecture of the mouse brain
2025· 1 citedOpen Access
Fatigue damage reduction in hydropower startups with machine learning
Nature Communications·2025· 8 citedOpen Access
Early feature extraction drives model performance in high-resolution chromatin accessibility prediction: A systematic evaluation of deep learning architectures
2025Open Access
UniversalEPI: robust prediction of cell type-specific and differential chromatin interactions from DNA sequence and chromatin accessibility
2024Open Access
On the modelling of the fatigue-induced damage in Francis turbines start-up sequences
IOP Conference Series Earth and Environmental Science·2024· 1 citedOpen Access
European Covid-19 Forecast Hub
London School of Hygiene & Tropical Medicine·2024Open Access
Optimizing dynamic aperture studies with active learning
Journal of Instrumentation·2024· 3 citedOpen Access
Optimizing Dynamic Aperture Studies with Active Learning
arXiv (Cornell University)·2024Open Access
European Covid-19 Forecast Hub
Zenodo (CERN European Organization for Nuclear Research)·2024Open Access
European Covid-19 Forecast Hub
Zenodo (CERN European Organization for Nuclear Research)·2024Open Access
European Covid-19 Forecast Hub
Zenodo (CERN European Organization for Nuclear Research)·2024Open Access
European Covid-19 Forecast Hub
Zenodo (CERN European Organization for Nuclear Research)·2024Open Access
European Covid-19 Forecast Hub
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
European Covid-19 Forecast Hub
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
European Covid-19 Forecast Hub
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
European Covid-19 Forecast Hub
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
European Covid-19 Forecast Hub
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Why are different estimates of the effective reproductive number so different? A case study on COVID-19 in Germany
PLoS Computational Biology·2023· 13 citedOpen Access
European Covid-19 Forecast Hub
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
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Frequent Co-authors

Daniel Wolffram(26), Sam Abbott(26), Stefan Heyder(26), Guillaume Obozinski(25), Jannik Deuschel(24), Alexander Ullrich(24), Maria Vittoria Barbarossa(24), Jan Fuhrmann(24), Nikos I Bosse(24), Soni Saksham(24), Thomas Hotz(24), Ajitesh Srivastava(23), Michael Lingzhi Li(22), Jan Pablo Burgard(22), Neele Leithäuser(21), Jan Möhring(21), Krzysztof Gogolewski(21), Dorina Thanou(20), Benjamı́n Béjar(20), Anna Gambin(20)