Research output per year
Research output per year
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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Isotope Separator On-Line system tuning: Bayesian optimization applied to the transport beamline case
Garces, S. R., Le, L., Au, M., Schmidt, A., Ramos, J. P., Dierckx, M., Atanasov, D., De Boi, I., Rothe, S., Popescu, L. & Derammelaere, S., Nov 2025, In: Nuclear Instruments and Methods in Physics Research, Section B: Beam Interactions with Materials and Atoms. 568, 16 p., 165859.Research output › peer-review
Open Access -
Safe Bayesian optimization with simulation-informed Gaussian process for the constraints
Ramos Garces, S., De Boi, I., Ramos, J. P., Dierckx, M., Popescu, L. & Derammelaere, S., 3 Mar 2025, ICAAI 2024 - Conference Proceedings of the 2024 8th International Conference on Advances in Artificial Intelligence. London, United Kingdom: Association for Computing Machinery, p. 66-72 7 p. (ICAAI 2024 - Conference Proceedings of the 2024 8th International Conference on Advances in Artificial Intelligence).Research output › peer-review
Open Access -
Efficient tuning of an isotope separation online system through safe bayesian optimization with simulation-informed gaussian process for the constraints
Ramos Garces, S., De Boi, I., Ramos, J. P., Dierckx, M., Popescu, L. & Derammelaere, S., Dec 2024, In: Mathematics. 12, 23, 28 p., 3696.Research output › peer-review
Open Access -
Simulation-informed gaussian processes for accelerated Bayesian optimisation
Ramos Garces, S., Dierckx, M., Ramos, J. P., De Boi, I., Derammelaere, S., Penne, R. & Popescu, L., 2024, Intelligent Management of Data and Information in Decision Making. World Scientific Publishing, Vol. 14. p. 219-226 8 p. (World Scientific Proceedings Series on Computer Engineering and Information Science; vol. 14).Research output › peer-review
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Design and tests for the new CERN-ISOLDE spallation source: an integrated tungsten converter surrounded by an annular UCx target operated at 2000 °C
Fernandes Pinto Ramos, J. P., Ballan, M., Egoriti, L., Houngbo, D., Rothe, S., Dierckx, M., Augusto, R. D. S. R. S., Gottberg, A., Popescu, L.-A., Marzari, S. & Stora, T., 15 Jan 2020, In: Nuclear Instruments and Methods in Physics Research Section B: Beam Interactions with Materials and Atoms. 463, p. 357-363 7 p.Research output › peer-review
Open Access