Research output per year
Research output per year
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Dive into the research topics where I.I. de Pater 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
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If it ain't broke, don't fix it: Optimizing the predictive aircraft maintenance schedule with Remaining Useful Life prognostics
de Pater, I. I., 2024, 286 p.Research output: Thesis › Dissertation (TU Delft)
Open AccessFile114 Downloads (Pure) -
A mathematical framework for improved weight initialization of neural networks using Lagrange multipliers
de Pater, I. & Mitici, M., 2023, In: Neural networks : the official journal of the International Neural Network Society. 166, p. 579-594 16 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Citations (Scopus)61 Downloads (Pure) -
Constructing Health Indicators for Systems with Few Failure Instances Using Unsupervised Learning
de Pater, I. I. & Mitici, M. A., 2023, Proceedings of the 33rd European Safety and Reliability Conference (ESREL 2023). Brito, M. P., Aven, T., Baraldi, P., Cepin, M. & Zio, E. (eds.). Research Publishing, p. 3066-3073 8 p.Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile7 Downloads (Pure) -
Developing health indicators and RUL prognostics for systems with few failure instances and varying operating conditions using a LSTM autoencoder
de Pater, I. & Mitici, M., 2023, In: Engineering Applications of Artificial Intelligence. 117, 105582.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile30 Citations (Scopus)221 Downloads (Pure) -
Dynamic predictive maintenance for multiple components using data-driven probabilistic RUL prognostics: The case of turbofan engines
Mitici, M., de Pater, I., Barros, A. & Zeng, Z., 2023, In: Reliability Engineering and System Safety. 234, 14 p., 109199.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile29 Citations (Scopus)94 Downloads (Pure)
Prizes
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Anna Valicek Award 2021
de Pater, I.I. (Recipient), 29 Sept 2021
Prize: Prize (including medals and awards)
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Best Innovation award
de Pater, I.I. (Recipient), 16 Jul 2021
Prize: Prize (including medals and awards)
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Best Paper Award 2nd Prize, European Conference of the Prognostics and Health Management Society
Lee, J. (Recipient), de Pater, I.I. (Recipient) & Mitici, M.A. (Recipient), 2022
Prize: Prize (including medals and awards)
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Professor Stein Haugen paper award
de Pater, I.I. (Recipient) & Mitici, Mihaela (Recipient), 2023
Prize: Prize (including medals and awards)