Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy -
SDG 13 Climate Action
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Dive into the research topics where Sebastian Basterrech is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Physics-Informed Mixture Models and Surrogate Models for Precision Additive Manufacturing
Basterrech, S., Shan, S., Adhikari, D. & Mohanty, S., 2026, (Submitted) Proceedings of AI in Science Summit (AIS 2025). 5 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
File44 Downloads (Orbit) -
An AutoML Framework using AutoGluonTS for Forecasting Seasonal Extreme Temperatures
Rodríguez-Bocca, P., Pereira, G., Kiedanski, D., Collazo, S., Basterrech, S. & Rubino, G., 2025, Proceedings of the 2025 International Joint Conference on Neural Networks (IJCNN). IEEE, 13 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile42 Downloads (Orbit) -
Unsupervised Assessment of Landscape Shifts Based on Persistent Entropy and Topological Preservation
Basterrech, S., 2025, Proceedings of the First International Workshop on Discovering Drift Phenomena in Evolving Landscapes, DELTA 2024. Springer, Vol. 15013. p. 128-145Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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A natural gas consumption forecasting system for continual learning scenarios based on Hoeffding trees with change point detection mechanism
Svoboda, R., Basterrech, S., Kozal, J., Platoš, J. & Woźniak, M., 2024, In: Knowledge-Based Systems. 304, 21 p., 112482.Research output: Contribution to journal › Journal article › Research › peer-review
Open Access -
Application of Instrumented Indentation Test and Neural Networks to determine the constitutive model of in-situ austenitic stainless steel components
Ma, Q.-P., Basterrech, S., Halama, R., Omacht, D., Měsíček, J., Hajnyš, J., Platoš, J. & Petrů, J., 2024, In: Archives of Civil and Mechanical Engineering. 24, 19 p., 129.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile205 Downloads (Orbit)