SPOT: Open Source Visual Data Analytics Platform for High-Dimensional Scientific Data. - Faruk Diblen; Jisk Attema; Rena Bakhshi; Bob Stienen; Luc Hendriks; Sascha Caron (eScience, 2018)

Constraining the Parameters of High-Dimensional Models with Active Learning. - Sascha Caron; Tom Heskes; Sydney Otten; Bob Stienen (CoRR, 2019)

spot: Open Source framework for scientific data repository and interactive visualization. - Faruk Diblen; Jisk Attema; Rena Bakhshi; Sascha Caron; Luc Hendriks; Bob Stienen (SoftwareX, 2019)

Deep-learning enhancement of large scale numerical simulations. - Caspar van Leeuwen; Damian Podareanu; Valeriu Codreanu; Maxwell X. Cai; Axel Berg; Simon Portegies Zwart; Robin Stoffer; Menno Veerman; Chiel van Heerwaarden; Sydney Otten; Sascha Caron; Cunliang Geng; et al. (CoRR, 2020)

Interactive Web-Based Visualization of Multidimensional Physical and Astronomical Data. - Faruk Diblen; Luc Hendriks; Bob Stienen; Sascha Caron; Rena Bakhshi; Jisk Attema (Frontiers Big Data, 2021)

Benchmarking energy consumption and latency for neuromorphic computing in condensed matter and particle physics. - Dominique J. Kösters; Bryan A. Kortman; Irem Boybat; Elena Ferro; Sagar Dolas; Roberto de Austri; Johan Kwisthout; Hans Hilgenkamp; Theo Rasing; Heike Riel; Abu Sebastian; Sascha Caron; et al. (CoRR, 2022)

Reduced Simulations for High-Energy Physics, a Middle Ground for Data-Driven Physics Research. - Uraz Odyurt; Stephen Nicholas Swatman; Ana Lucia Varbanescu; Sascha Caron (ICCS (2), 2024)

Novel Approaches for ML-Assisted Particle Track Reconstruction and Hit Clustering. - Uraz Odyurt; Nadezhda Dobreva; Zef Wolffs; Yue Zhao; Antonio Ferrer-Sánchez; Roberto Ruiz de Austri Bazan; José D. Martín-Guerrero; Ana Lucia Varbanescu; Sascha Caron (CoRR, 2024)

TrackFormers: In Search of Transformer-Based Particle Tracking for the High-Luminosity LHC Era. - Sascha Caron; Nadezhda Dobreva; Antonio Ferrer-Sánchez; José D. Martín-Guerrero; Uraz Odyurt; Roberto Ruiz de Austri Bazan; Zef Wolffs; Yue Zhao (CoRR, 2024)

Towards a Benchmark for Scientific Understanding in Humans and Machines. - Kristian Gonzalez Barman; Sascha Caron; Tom Claassen; Henk W. de Regt (Minds Mach., 2024)

Large Physics Models: Towards a collaborative approach with Large Language Models and Foundation Models. - Kristian Gonzalez Barman; Sascha Caron; Emily Sullivan; Henk W. de Regt; Roberto Ruiz de Austri; Mieke Boon; Michael Färber 001; Stefan Fröse; Faegheh Hasibi; Andreas Ipp; Rukshak Kapoor; Gregor Kasieczka; et al. (CoRR, 2025)

Strategic White Paper on AI Infrastructure for Particle, Nuclear, and Astroparticle Physics: Insights from JENA and EuCAIF. - Sascha Caron; Andreas Ipp; Gert Aarts; Gábor Bíró; Daniele Bonacorsi; Elena Cuoco; Caterina Doglioni; Tommaso Dorigo; Julián García Pardiñas; Stefano Giagu; Tobias Golling; Lukas Heinrich; et al. (CoRR, 2025)

Towards a Large Physics Benchmark. - Kristian Gonzalez Barman; Sascha Caron; Faegheh Hasibi; Eugene Shalugin; Yoris Marcet; Johannes Otte; Henk W. de Regt; Merijn Moody (CoRR, 2025)