Reconstruction of gene regulatory networks using an error filtering learning scheme. - Ioannis Tzortzis; Christoforos N. Hadjicostis; Laurent Mombaerts (Allerton, 2017)

Dynamical differential expression (DyDE) reveals the period control mechanisms of the Arabidopsis circadian oscillator. - Laurent Mombaerts; Alberto Carignano; Fiona C. Robertson; Timothy J. Hearn; Jin Junyang; David P. Hayden; Zoe Rutterford; Carlos T. Hotta; Katherine E. Hubbard; Marti Ruiz C. Maria; Ye Yuan 002; Matthew A. Hannah; et al. (PLoS Comput. Biol., 2019)

An interpretable mortality prediction model for COVID-19 patients. - Li Yan 007; Hai-Tao Zhang; Jorge M. Gonçalves; Yang Xiao 007; Maolin Wang; Yuqi Guo; Chuan Sun; Xiuchuan Tang; Liang Jing; Mingyang Zhang; Xiang Huang; Ying Xiao; et al. (Nat. Mach. Intell., 2020)

Autoencoder-based General Purpose Representation Learning for Customer Embedding. - Jan Henrik Bertrand; Jacopo Pio Gargano; Laurent Mombaerts; Jonathan Taws (CoRR, 2024)

Meta Knowledge for Retrieval Augmented Large Language Models. - Laurent Mombaerts; Terry Ding; Adi Banerjee; Florian Felice; Jonathan Taws; Tarik Borogovac (CoRR, 2024)

VERA: Validation and Evaluation of Retrieval-Augmented Systems. - Tianyu Ding; Adi Banerjee; Laurent Mombaerts; Yunhong Li; Tarik Borogovac; Juan Pablo De la Cruz Weinstein (CoRR, 2024)

Sensor-Based Quantification of MDS-UPDRS III Subitems in Parkinson's Disease Using Machine Learning. - Rene Peter Bremm; Lukas Pavelka; Maria Moscardo Garcia; Laurent Mombaerts; Rejko Krüger; Frank Hertel (Sensors, 2024)

Tournament of Prompts: Evolving LLM Instructions Through Structured Debates and Elo Ratings. - Anirudh Nair; Adi Banerjee; Laurent Mombaerts; Matthew Hagen; Tarik Borogovac (CoRR, 2025)