Les Houches 2011: physics at TeV colliders new physics working group report G Brooijmans, B Gripaios, F Moortgat, J Santiago, P Skands, DA Vásquez, ... arXiv preprint arXiv:1203.1488, 2012 | 328 | 2012 |
Event generation and statistical sampling for physics with deep generative models and a density information buffer S Otten, S Caron, W de Swart, M van Beekveld, L Hendriks, ... Nature communications 12 (1), 2985, 2021 | 118* | 2021 |
A description of the Galactic Center excess in the Minimal Supersymmetric Standard Model A Achterberg, S Amoroso, S Caron, L Hendriks, RR De Austri, C Weniger Journal of Cosmology and Astroparticle Physics 2015 (08), 006, 2015 | 87 | 2015 |
The dark machines anomaly score challenge: benchmark data and model independent event classification for the large hadron collider T Aarrestad, M van Beekveld, M Bona, A Boveia, S Caron, J Davies, ... SciPost Physics 12 (1), 043, 2022 | 80 | 2022 |
Rare and Different: Anomaly Scores from a combination of likelihood and out-of-distribution models to detect new physics at the LHC S Caron, L Hendriks, R Verheyen SciPost Physics 12 (2), 077, 2022 | 43* | 2022 |
Combining outlier analysis algorithms to identify new physics at the LHC M van Beekveld, S Caron, L Hendriks, P Jackson, A Leinweber, S Otten, ... Journal of High Energy Physics 2021 (9), 1-33, 2021 | 41 | 2021 |
Analyzing γ rays of the Galactic Center with deep learning S Caron, GA Gómez-Vargas, L Hendriks, RR De Austri Journal of cosmology and astroparticle physics 2018 (05), 058, 2018 | 34 | 2018 |
Deep Horizon: A machine learning network that recovers accreting black hole parameters J Van der Gucht, J Davelaar, L Hendriks, O Porth, H Olivares, Y Mizuno, ... Astronomy & Astrophysics 636, A94, 2020 | 33 | 2020 |
Deep learning applied to the asteroseismic modeling of stars with coherent oscillation modes L Hendriks, C Aerts Publications of the Astronomical Society of the Pacific 131 (1004), 108001, 2019 | 28 | 2019 |
Implications of the Fermi-LAT Pass 8 Galactic Center excess on supersymmetric dark matter A Achterberg, M van Beekveld, S Caron, GA Gómez-Vargas, L Hendriks, ... Journal of Cosmology and Astroparticle Physics 2017 (12), 040, 2017 | 23 | 2017 |
A comparison of optimisation algorithms for high-dimensional particle and astrophysics applications C Balázs, M van Beekveld, S Caron, BM Dillon, B Farmer, A Fowlie, ... Journal of High Energy Physics 2021 (5), 1-46, 2021 | 19 | 2021 |
Comparing Galactic Center MSSM dark matter solutions to the Reticulum II gamma-ray data A Achterberg, M van Beekveld, W Beenakker, S Caron, L Hendriks Journal of Cosmology and Astroparticle Physics 2015 (12), 013, 2015 | 18 | 2015 |
Combined asteroseismology, spectroscopy, and astrometry of the CoRoT B2V target HD 170580 C Aerts, MG Pedersen, E Vermeyen, L Hendriks, C Johnston, ... Astronomy & Astrophysics 624, A75, 2019 | 17 | 2019 |
Identification of point sources in gamma rays using U-shaped convolutional neural networks and a data challenge B Panes, C Eckner, L Hendriks, S Caron, K Dijkstra, G Jóhannesson, ... Astronomy & astrophysics 656, A62, 2021 | 15 | 2021 |
SPOT: Open Source framework for scientific data repository and interactive visualization F Diblen, J Attema, R Bakhshi, S Caron, L Hendriks, B Stienen SoftwareX 9, 328-331, 2019 | 9 | 2019 |
Mind the gap: the discrepancy between simulation and reality drives interpretations of the Galactic Center Excess S Caron, C Eckner, L Hendriks, G Jóhannesson, RR de Austri, ... Journal of Cosmology and Astroparticle Physics 2023 (06), 013, 2023 | 5 | 2023 |
Combining outlier analysis algorithms to identify new physics at the LHC,(2020) M van Beekveld, S Caron, L Hendriks, P Jackson, A Leinweber, S Otten, ... arXiv preprint arXiv:2010.07940, 0 | 5 | |
Inferring astrophysical X-ray polarization with deep learning N Moriakov, A Samudre, M Negro, F Gieseke, S Otten, L Hendriks arXiv preprint arXiv:2005.08126, 2020 | 4 | 2020 |
Interactive web-based visualization of multidimensional physical and astronomical data F Diblen, L Hendriks, B Stienen, S Caron, R Bakhshi, J Attema Frontiers in big Data 4, 626998, 2021 | 3 | 2021 |
Deep learning based image analysis and anomaly detection in high energy physics and astrophysics L Hendriks Sl: sn, 2023 | 1 | 2023 |