| 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 | 327 | 2012 |
| Machine learning in high energy physics community white paper S Gleyzer, P Seyfert, S Schramm, K Albertsson, P Altoe, D Anderson, ... Journal of Physics: Conference Series, 2018 | 275* | 2018 |
| Direct or indirect electrification? A review of heat generation and road transport decarbonisation scenarios for Germany 2050 O Ruhnau, S Bannik, S Otten, A Praktiknjo, M Robinius Energy 166, 989-999, 2019 | 147 | 2019 |
| 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 | 119* | 2021 |
| Identifying WIMP dark matter from particle and astroparticle data G Bertone, N Bozorgnia, JS Kim, S Liem, C McCabe, S Otten, ... Journal of Cosmology and Astroparticle Physics 2018 (03), 026, 2018 | 67 | 2018 |
| 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 | 42* | 2021 |
| Differentiable strong lensing: uniting gravity and neural nets through differentiable probabilistic programming M Chianese, A Coogan, P Hofma, S Otten, C Weniger Monthly Notices of the Royal Astronomical Society 496 (1), 381-393, 2020 | 42 | 2020 |
| Constraining the Parameters of High-Dimensional Models with Active Learning BS Sascha Caron, Tom Heskes, Sydney Otten arXiv preprint arXiv:1905.08628, 2019 | 28* | 2019 |
| 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 |
| DeepXS: Fast approximation of MSSM electroweak cross sections at NLO S Otten, K Rolbiecki, S Caron, JS Kim, R Ruiz de Austri, J Tattersall The European Physical Journal C 80 (1), 12, 2020 | 19 | 2020 |
| 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 |
| Learning Physics as a Machine SMM Otten Sl: sn, 2023 | | 2023 |
| Deep-learning enhancement of large scale numerical simulations C van Leeuwen, D Podareanu, V Codreanu, MX Cai, A Berg, SP Zwart, ... arXiv preprint arXiv:2004.03454, 2020 | | 2020 |
| Event Generation in Particle Physics with the B-VAE S Otten, S Banerjee, M van Beekveld, S Caron, L Hendriks, ... | | |
