Projects per year
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Dive into the research topics where Pieter Libin 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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FWOSBO64: ANTICIPATE : Artificial Intelligence and Epidemic Modeling to Prepare Hospitals for the next Respiratory Pathogen with Pandemic Potential 138
Libin, P. (Administrative Promotor), De Geyter, D. (CoI (Co-Promotor)), De Vriendt, P. (CoI (Co-Promotor)), Nowe, A. (CoI (Co-Promotor)), Allard, S. (CoI (Co-Promotor)), De Cock, D. (CoI (Co-Promotor)) & Van Dooren, S. (CoI (Co-Promotor))
1/10/25 → 30/09/29
Project: Applied
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FWOSB164: Learning , reasoning and data acquisition in high-dimensional, multimodal, yet sparse data contexts.
Jaxy, S. (Mandate) & Libin, P. (Administrative Promotor)
1/11/23 → 31/10/27
Project: Fundamental
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OZR4320: Bilateral cooperation within the framework of a joint doctoral project: benchfee for joint PhD VUB - UHasselt, SIERENS Astrid
Libin, P. (Administrative Promotor)
17/04/23 → 30/09/27
Project: Fundamental
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FWOAL1084: Public health decision making with stochastic individual-based models: a translational framework driven by advances in health economics, model inference and reinforcement learning
Libin, P. (Administrative Promotor)
1/01/23 → 31/12/26
Project: Fundamental
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FWOSB142: Fairness in Reinforcement Learning for Allocation Problems.
Nowe, A. (Administrative Promotor), Libin, P. (Co-Promotor) & Cimpean, I. A. (Mandate)
1/11/22 → 31/10/26
Project: Fundamental
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End-To-End Deep Learning to Assess Archaeological Potential from Multimodal Data
Jaxy, S., Theys, A., Willett, P., Vandam, R. & Libin, P., 6 May 2025, CAA 2025 Digital Horizons Book of Abstracts. CAA, p. 157-159 3 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
File22 Downloads (Pure) -
Improved Pillar Array Design Using Bayesian Optimization
Elkhettabi, M., Moussa, A., Deridder, S., Adrover, A., Libin, P., Gardeniers, H. & Desmet, G., 17 Jun 2025. 1 p.Research output: Unpublished contribution to conference › Poster
Open AccessFile6 Downloads (Pure) -
Investigating Fairness in Epidemic Control
Vanspringel, S., Cimpean, I. A., Nowe, A. & Libin, P., 19 Nov 2025. 2 p.Research output: Unpublished contribution to conference › Poster
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Needles in the Landscape: Semi-Supervised Pseudolabeling for Archaeological Site Discovery under Label Scarcity
Jaxy, S., Theys, A., Willett, P., Carleton, W. C., Vandam, R. & Libin, P., 2025Research output: Other contribution
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Reinforcement learning for automated method development in liquid chromatography: insights in the reward scheme and experimental budget selection
Niezen, L. E., Libin, P. J. K., Cabooter, D. & Desmet, G., 10 May 2025, In: Journal of Chromatography A. 1748, 12 p., 465845.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus)
Datasets
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reinforceable
Kensert, A. (Creator), Libin, P. (Creator), Desmet, G. (Creator) & Cabooter, D. (Creator), GitHub, 2024
DOI: https://github.com/akensert/reinforceable
Dataset
Prizes
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ALA best paper award
Roijers, D. (Recipient), Zintgraf, L. (Recipient), Libin, P. (Recipient) & Nowe, A. (Recipient), May 2018
Prize: National/international honour
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FWO travel grant "krediet voor deelname aan congres in het buitenland"
Libin, P. (Recipient), 2019
Prize: Fellowship awarded competitively
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ICTAI Best student paper award
Gomez Marulanda, F. (Recipient), Libin, P. (Recipient) & Verstraeten, T. (Recipient), 7 Nov 2018
Prize: Prize (including medals and awards)
Activities
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Publieksevenement Jonge Academie: voorjaar 2025
Algaba, A. (Organiser) & Libin, P. (Organiser)
5 Mar 2025Activity: Participating in or organising an event › Participating in or organizing a public lecture/debate
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Evaluating HIV-1 Protease Drug Binding Affinity: Structural Prediction with AlphaFold2 and AutoDock Vina
Merca, F. (Speaker), Abecasis, A. (Contributor) & Libin, P. (Contributor)
11 Apr 2025 → 15 Apr 2025Activity: Talk or presentation › Talk or presentation at a conference
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Reinforcement learning for automated method development in liquid chromatography
Niezen, L. E. (Speaker), Libin, P. (Contributor), Cabooter, D. (Contributor) & Desmet, G. (Contributor)
16 Jun 2025Activity: Talk or presentation › Talk or presentation at a conference
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Evaluating deep learning protein structure prediction methods for HIV-1 enzymes
Merca, F. (Speaker), Abecasis, A. B. (Contributor) & Libin, P. (Contributor)
16 Sept 2024 → 20 Sept 2024Activity: Talk or presentation › Talk or presentation at a conference
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Socio-Demographic, Clinical and Exposure Factors in a Large-Scale SARS-CoV-2 Serological Survey at the Municipality of Cascais, Portugal
Merca, F. (Speaker), Seabra, S. G. (Contributor), Pimentel, V. (Contributor), Pingarilho, M. (Contributor), Libin, P. (Contributor) & Abecasis, A. B. (Contributor)
21 Apr 2023Activity: Talk or presentation › Talk or presentation at a conference