default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDKateryna Morozovska
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Books and Theses
- 2020
[b1]Kateryna Morozovska:
Dynamic Rating with Applications to Renewable Energy. Royal Institute of Technology, Stockholm, Sweden, 2020
Journal Articles
- 2025
- [j3]Ibai Ramirez
, Joel Pino, David Pardo, Mikel Sanz, Luis Del Rio, Alvaro Ortiz, Kateryna Morozovska, Jose Ignacio Aizpurua:
Residual-based attention Physics-informed Neural Networks for spatio-temporal ageing assessment of transformers operated in renewable power plants. Eng. Appl. Artif. Intell. 139: 109556 (2025) - [j2]Federica Bragone, Kateryna Morozovska, Tomas Rosén, Tor Laneryd, Daniel Söderberg, Stefano Markidis:
Automatic learning analysis of flow-induced birefringence in cellulose nanofibrils. J. Comput. Sci. 85: 102536 (2025) - 2021
- [j1]Kateryna Morozovska, Miguel Heleno, Alan Valenzuela, Patrik Hilber:
Including Dynamic Line Rating Into the Optimal Planning of Distributed Energy Resources. IEEE Trans. Smart Grid 12(6): 5052-5059 (2021)
Conference and Workshop Papers
- 2024
- [c6]Federica Bragone, Kateryna Morozovska, Tomas Rosén, Daniel Söderberg, Stefano Markidis:
Time Series Predictions Based on PCA and LSTM Networks: A Framework for Predicting Brownian Rotary Diffusion of Cellulose Nanofibrils. ICCS (1) 2024: 209-223 - 2022
- [c5]Federica Bragone, Khaoula Oueslati, Tor Laneryd, Michele Luvisotto, Kateryna Morozovska:
Physics-Informed Neural Networks for Modeling Cellulose Degradation in Power Transformers. ICMLA 2022: 1365-1372 - [c4]Dennis Bogatov Wilkman, Lifei Tang, Kateryna Morozovska, Federica Bragone:
Self-Supervised Transformer Networks for Error Classification of Tightening Traces. ICMLA 2022: 1373-1380 - [c3]Oliver Welin Odeback, Federica Bragone, Tor Laneryd, Michele Luvisotto, Kateryna Morozovska:
Physics-Informed Neural Networks for prediction of transformer's temperature distribution. ICMLA 2022: 1579-1586 - 2021
- [c2]Zhongtian Li, Kateryna Morozovska, Patrik Hilber, Tor Laneryd, Stefan Ivanell:
Sizing Transformer Considering Transformer Thermal Limits and Wind Farm Wake Effect. ISGT Asia 2021: 1-5 - 2020
- [c1]Vageesh Chakrapani Manakari, Sandra Thengius, Akshaya Tammanur Ravi, Kateryna Morozovska, Patrik Hilber:
Minimization of Wind Power Curtailment using Dynamic Line Rating. ISGT-Europe 2020: 615-619
Informal and Other Publications
- 2025
- [i8]Sirui Li, Federica Bragone, Matthieu Barreau, Kateryna Morozovska:
MILP initialization for solving parabolic PDEs with PINNs. CoRR abs/2501.16153 (2025) - [i7]Francis Tembo, Federica Bragone, Tor Laneryd, Matthieu Barreau, Kateryna Morozovska:
Data-Driven vs Traditional Approaches to Power Transformer's Top-Oil Temperature Estimation. CoRR abs/2501.16831 (2025) - [i6]Sirui Li, Federica Bragone, Matthieu Barreau, Tor Laneryd, Kateryna Morozovska:
Optimal Sensor Placement in Power Transformers Using Physics-Informed Neural Networks. CoRR abs/2502.00552 (2025) - [i5]Dennis Bogatov Wilkman, Kateryna Morozovska, Karl Henrik Johansson, Matthieu Barreau:
Online Traffic Density Estimation using Physics-Informed Neural Networks. CoRR abs/2504.03483 (2025) - [i4]Federica Bragone, Kateryna Morozovska, Tor Laneryd, Khemraj Shukla, Stefano Markidis:
Discovering Partially Known Ordinary Differential Equations: a Case Study on the Chemical Kinetics of Cellulose Degradation. CoRR abs/2504.03484 (2025) - [i3]Júlia Vicens Figueres, Juliette Vanderhaeghen, Federica Bragone, Kateryna Morozovska, Khemraj Shukla:
$PINN - a Domain Decomposition Method for Bayesian Physics-Informed Neural Networks. CoRR abs/2504.19013 (2025) - [i2]Aurora Poggi, Giuseppe Alessio D'Inverno, Hjalmar Brismar, Ozan Öktem, Matthieu Barreau, Kateryna Morozovska:
Data-driven multi-agent modelling of calcium interactions in cell culture: PINN vs Regularized Least-squares. CoRR abs/2505.20327 (2025) - 2024
- [i1]Ibai Ramirez, Joel Pino, David Pardo, Mikel Sanz, Luis Del Rio, Alvaro Ortiz, Kateryna Morozovska, Jose Ignacio Aizpurua:
Residual-based Attention Physics-informed Neural Networks for Efficient Spatio-Temporal Lifetime Assessment of Transformers Operated in Renewable Power Plants. CoRR abs/2405.06443 (2024)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2025-09-25 00:26 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
