LM
Laurent Mombaerts
COVID-19cs.AImachine learningRaman spectroscopycs.IRcs.LGGlioblastomaq-bio.MNq-bio.QMvibrational spectroscopy
On Valency
published · living versionsW_bqpepyy5·v1 · currentpublished
Training-Free Continual Learning for Multimodal Forecasting via Prompt Evolution
with Jonathan Taws, Jacopo Gargano, Dinesh Gaddam, Kevin George +2
1 version
Preprints & journals
25 papers in the corpus · 2018–2026Training-Free Continual Learning for Multimodal Forecasting via Prompt Evolution2610.27468v1 · Laurent Mombaerts, Jonathan Taws, Jacopo Gargano et al.2026 · 0 citationsarXivon Valency
Tournament of Prompts: Evolving LLM Instructions Through Structured Debates and Elo Ratings2506.00178v2 · Anirudh Nair, Adi Banerjee, Laurent Mombaerts et al.2025 · 0 citationsarXiv
Topological analysis of brain dynamical signals indicates signatures of seizure susceptibility2412.01911v3 · Maxime Lucas, Damien Francois, Laurent Mombaerts et al.2024 · 2 citationsarXiv
Meta Knowledge for Retrieval Augmented Large Language Models2408.09017v1 · Laurent Mombaerts, Terry Ding, Adi Banerjee et al.2024 · 3 citationsarXiv
VERA: Validation and Evaluation of Retrieval-Augmented Systems2409.03759v1 · Tianyu Ding, Adi Banerjee, Laurent Mombaerts et al.2024 · 1 citationarXiv
Inferring upstream regulatory genes of FOXP3 in human regulatory T cells from time-series transcriptomic data.38811598 · Magni, Stefano, Sawlekar, Rucha, Capelle, Christophe M et al.2024 · 1 citationNPJ systems biology and applications. 2024;10(1):59
Sensor-Based Quantification of MDS-UPDRS III Subitems in Parkinson's Disease Using Machine Learning.38610406 · Bremm, Rene Peter, Pavelka, Lukas, Garcia, Maria Moscardo et al.2024 · 15 citationsSensors (Basel, Switzerland). 2024;24(7)
Machine Learning-Assisted Classification of Paraffin-Embedded Brain Tumors with Raman Spectroscopy.38671953 · Klamminger, Gilbert Georg, Mombaerts, Laurent, Kemp, Françoise et al.2024 · 4 citationsBrain sciences. 2024;14(4)
Impact of Formalin- and Cryofixation on Raman Spectra of Human Tissues and Strategies for Tumor Bank Inclusion.38474679 · Mirizzi, Giulia, Jelke, Finn, Pilot, Michel et al.2024 · 5 citationsMolecules (Basel, Switzerland). 2024;29(5)
Autoencoder-based General Purpose Representation Learning for Customer Embedding2402.18164v2 · Jan Henrik Bertrand, David B. Hoffmann, Jacopo Pio Gargano et al.2024 · 0 citationsarXiv
Computational Assessment of Spectral Heterogeneity within Fresh Glioblastoma Tissue Using Raman Spectroscopy and Machine Learning Algorithms.38474491 · Klein, Karoline, Klamminger, Gilbert Georg, Mombaerts, Laurent et al.2024 · 7 citationsMolecules (Basel, Switzerland). 2024;29(5)
Seizure-induced increase in microglial cell population in the developing zebrafish brain.37572541 · Martins, Teresa G, Soliman, Remon, Cordero-Maldonado, Maria Lorena et al.2023 · 8 citationsEpilepsy research. 2023;195:107203
Intraoperative discrimination of native meningioma and dura mater by Raman spectroscopy.34880346 · Jelke, Finn, Mirizzi, Giulia, Borgmann, Felix Kleine et al.2022 · 26 citationsScientific reports. 2021;11(1):23583
Differentiation of primary CNS lymphoma and glioblastoma using Raman spectroscopy and machine learning algorithms.37284619 · Klamminger, Gilbert Georg, Klein, Karoline, Mombaerts, Laurent et al.2025 · 7 citationsFree neuropathology. 2021;2:26
Modelling COVID-19 dynamics and potential for herd immunity by vaccination in Austria, Luxembourg and Sweden.34425136 · Kemp, Françoise, Proverbio, Daniele, Aalto, Atte et al.2021 · 39 citationsJournal of theoretical biology. 2021;530:110874
COVID-19 crisis management in Luxembourg: Insights from an epidemionomic approach.34411841 · Burzyński, Michał, Machado, Joël, Aalto, Atte et al.2021 · 15 citationsEconomics and human biology. 2021;43:101051
Dynamical SPQEIR model assesses the effectiveness of non-pharmaceutical interventions against COVID-19 epidemic outbreaks.34019589 · Proverbio, Daniele, Kemp, Françoise, Magni, Stefano et al.2021 · 18 citationsPloS one. 2021;16(5):e0252019
SARS-CoV-2 transmission in educational settings during an early summer epidemic wave in Luxembourg, 2020.33947340 · Mossong, Joël, Mombaerts, Laurent, Veiber, Lisa et al.2021 · 17 citationsBMC infectious diseases. 2021;21(1):417
SARS-CoV-2 transmission risk from asymptomatic carriers: Results from a mass screening programme in Luxembourg.33997830 · Wilmes, Paul, Zimmer, Jacques, Schulz, Jasmin et al.2022 · 87 citationsThe Lancet regional health. Europe. 2021;4:100056
Development and Validation of a Prognostic Risk Score System for COVID-19 Inpatients: A Multi-Center Retrospective Study in China.33282444 · Yuan, Ye, Sun, Chuan, Tang, Xiuchuan et al.2025 · 27 citationsEngineering (Beijing, China). 2022;8:116-121
Gene regulatory network inference from sparsely sampled noisy data.32661225 · Aalto, Atte, Viitasaari, Lauri, Ilmonen, Pauliina et al.2020 · 71 citationsNature communications. 2020;11(1):3493
Differential Effects of Day/Night Cues and the Circadian Clock on the Barley Transcriptome.32229608 · Müller, Lukas M, Mombaerts, Laurent, Pankin, Artem et al.2021 · 46 citationsPlant physiology. 2020;183(2):765-779
Causal dynamical modelling predicts novel regulatory genes of FOXP3 in human regulatory T cells10.1101/2020.02.13.943688v1 · Sawlekar, R., Magni, S., Capelle, C. et al.2020 · 0 citationsbioRxiv
A multifactorial evaluation framework for gene regulatory network reconstruction1906.12243v1 · Laurent Mombaerts, Atte Aalto, Johan Markdahl et al.2019 · 3 citationsarXiv
Dynamical differential expression (DyDE) reveals the period control mechanisms of the Arabidopsis circadian oscillator.30703082 · Mombaerts, Laurent, Carignano, Alberto, Robertson, Fiona C et al.2019 · 16 citationsPLoS computational biology. 2019;15(1):e1006674
Career total: 50 works. 25 are in this corpus.
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