2025-12-19 16:04 |
[FZJ-2025-05765]
Preprint
Aksoy, A. ; Bekman, I. ; Eguzo, C. ; et al
FPGA-Based Real-Time Waveform Classification
[arXiv:2511.05479]
For self-triggered readout of SiPM sum signals, a waveform classification can aid a simple threshold trigger to reliably extract calorimetric particle hit information online at an early stage and thus reduce the volume of transmitted data. Typically, the ADC data acquisition is based on FPGAs for edge data processing. [...]
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2025-12-19 16:02 |
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2025-12-19 15:50 |
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2025-12-16 13:31 |
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2025-12-16 10:40 |
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2025-12-16 10:21 |
[FZJ-2025-05402]
Preprint
Quercia, A. ; Yildiz, E. ; Cao, Z. ; et al
Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks
Monocular depth estimation (MDE) is a challenging task in computer vision, often hindered by the cost and scarcity of high-quality labeled datasets. We tackle this challenge using auxiliary datasets from related vision tasks for an alternating training scheme with a shared decoder built on top of a pre-trained vision foundation model, while giving a higher weight to MDE. [...]
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2025-12-12 09:59 |
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2025-12-11 11:38 |
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2025-12-10 13:35 |
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2025-12-09 10:31 |
[FZJ-2025-05113]
Preprint
Fernández, R. A. ; Au, M. ; Arduini, G. ; et al
Summary Report of the Physics Beyond Colliders Study at CERN
[CERN-PBC-REPORT-2025-003; arXiv:2505.00947]
The Physics Beyond Collider (PBC) Study Group was initially mandated by the CERN Management to prepare the previous European Particle Physics Strategy Update for CERN projects other than the high-energy frontier colliders. The main findings were summarized in an PBC Summary Report submitted to the Strategy Update. [...]
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