Jorge Gonçalves

University of Luxembourg — LU

Biochemistry, Genetics and Molecular Biology · Life Sciences

34h-index6.2kcitations242works4.52yr avg
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Research Topics

Gene Regulatory Network Analysis(71), Control Systems and Identification(27), Nonlinear Dynamics and Pattern Formation(26), Distributed Control Multi-Agent Systems(23), Bioinformatics and Genomic Networks(15)

Publications242 total

A transformer-based model for carbon price forecasting with self-decomposition
International Review of Financial Analysis·2025
Performance evaluation of RespiCast ensemble forecasts for primary care syndromic indicators of viral respiratory disease in Europe
2025· 1 citedOpen Access
Prediction of STN-DBS outcome in Parkinson’s disease using machine learning
Deep Brain Stimulation·2025Open Access
G3D-Vit, A Small Step Towards 3D Interpretability Of Vision Transformers
Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science·2025Open Access
Dynamic gene regulatory network inference from single-cell data using optimal transport
Bioinformatics·2025· 2 citedOpen Access
Unlocking gene regulatory networks for crop resilience and sustainable agriculture
Nature Biotechnology·2025· 8 cited
Dynamical model-based experiment design for drug repositioning
arXiv (Cornell University)·2025Open Access
Networked SIRS model with Kalman filter state estimation for epidemic monitoring in Europe
2025· 1 citedOpen Access
Machine learning differentiation of Parkinson’s disease and normal pressure hydrocephalus using wearable sensors capturing gait impairments
2025· 1 citedOpen Access
Multiomics approaches disclose very-early molecular and cellular switches during insect-venom allergen-specific immunotherapy: an observational study
Nature Communications·2024· 8 citedOpen Access
A Sampling Theorem for Exact Identification of Continuous-Time Nonlinear Dynamical Systems
IEEE Transactions on Automatic Control·2024· 7 citedOpen Access
Towards automatic home-based sleep apnea estimation using deep learning
npj Digital Medicine·2024· 14 citedOpen Access
Gene regulatory network inference from single-cell data using optimal transport
2024· 2 citedOpen Access
Inferring upstream regulatory genes of FOXP3 in human regulatory T cells from time-series transcriptomic data
npj Systems Biology and Applications·2024· 1 citedOpen Access
Identifiability of Differential-Algebraic Systems
arXiv (Cornell University)·2024· 3 citedOpen Access
SARS-CoV-2 infection as a cause of neurodegeneration
The Lancet Neurology·2024· 17 citedOpen Access
Early warning of atrial fibrillation using deep learning
Patterns·2024· 22 citedOpen Access
Multiomics approaches disclose very-early molecular and cellular switches during insect-venom allergen-specific immunotherapy
2024Open Access
Early warning of SARS-CoV-2 infection
Elsevier eBooks·2024· 3 cited
Contributors
Elsevier eBooks·2024Open Access
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Frequent Co-authors

Ye Yuan(16), Guy‐Bart Stan(11), Laurent Mombaerts(7), Johan Thunberg(6), Alex Webb(5), Andreas Husch(5), Daniele Proverbio(5), Xiuchuan Tang(4), Cheng Cheng(4), Hai‐Tao Zhang(4), Frank Hertel(4), Alexander Skupin(4), Atte Aalto(4), Maolin Wang(3), Chuan Sun(3), Tongxin Ren(3), Yaru Xiao(3), Junyang Jin(3), Zhiguo Cao(3), Hui Xu(3)