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Sascha Caron
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 13
Top Topics
Interactive Visualization
Energy Consumption
Scientific Data
Particle Physics
Top Venues
CoRR
SoftwareX
eScience
Minds Mach.
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Publications
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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
Novel Approaches for ML-Assisted Particle Track Reconstruction and Hit Clustering.
CoRR
(2024)
Sascha Caron
,
Nadezhda Dobreva
,
Antonio Ferrer Sánchez
,
José D. Martín-Guerrero
,
Uraz Odyurt
,
Roberto Ruiz de Austri Bazan
,
Zef Wolffs
,
Yue Zhao
TrackFormers: In Search of Transformer-Based Particle Tracking for the High-Luminosity LHC Era.
CoRR
(2024)
Kristian Gonzalez Barman
,
Sascha Caron
,
Tom Claassen
,
Henk W. de Regt
Towards a Benchmark for Scientific Understanding in Humans and Machines.
Minds Mach.
34 (1) (2024)
Uraz Odyurt
,
Stephen Nicholas Swatman
,
Ana Lucia Varbanescu
,
Sascha Caron
Reduced Simulations for High-Energy Physics, a Middle Ground for Data-Driven Physics Research.
ICCS (2)
(2024)
Uraz Odyurt
,
Stephen Nicholas Swatman
,
Ana Lucia Varbanescu
,
Sascha Caron
Reduced Simulations for High-Energy Physics, a Middle Ground for Data-Driven Physics Research.
CoRR
(2023)
Kristian Gonzalez Barman
,
Sascha Caron
,
Tom Claassen
,
Henk W. de Regt
Towards a Benchmark for Scientific Understanding in Humans and Machines.
CoRR
(2023)
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
,
Johan H. Mentink
Benchmarking energy consumption and latency for neuromorphic computing in condensed matter and particle physics.
CoRR
(2022)
Faruk Diblen
,
Luc Hendriks
,
Bob Stienen
,
Sascha Caron
,
Rena Bakhshi
,
Jisk Attema
Interactive Web-Based Visualization of Multidimensional Physical and Astronomical Data.
Frontiers Big Data
4 (2021)
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
,
Francesco Ambrosetti
,
Alexandre M. J. J. Bonvin
Deep-learning enhancement of large scale numerical simulations.
CoRR
(2020)
Sascha Caron
,
Tom Heskes
,
Sydney Otten
,
Bob Stienen
Constraining the Parameters of High-Dimensional Models with Active Learning.
CoRR
(2019)
Faruk Diblen
,
Jisk Attema
,
Rena Bakhshi
,
Sascha Caron
,
Luc Hendriks
,
Bob Stienen
spot: Open Source framework for scientific data repository and interactive visualization.
SoftwareX
9 (2019)
Faruk Diblen
,
Jisk Attema
,
Rena Bakhshi
,
Sascha Caron
,
Luc Hendriks
,
Bob Stienen
SPOT: Open Source framework for scientific data repository and interactive visualization.
CoRR
(2018)
Faruk Diblen
,
Jisk Attema
,
Rena Bakhshi
,
Bob Stienen
,
Luc Hendriks
,
Sascha Caron
SPOT: Open Source Visual Data Analytics Platform for High-Dimensional Scientific Data.
eScience
(2018)