3 papers
astro-ph.IM2026
Hybrid neural denoising for resource-efficient near- and sub-threshold radio triggering of extensive air showers
Alperen Aksoy, Ilja Bekman, Markus Cristinziani +7
Autonomous radio self-triggering for extensive air showers must reject variable radio-frequency interference while preserving sensitivity to weak pulses and remaining compatible wi…
cs.NE2026
Quantization Effects of Artificial Neural Networks for Embedded Edge-Computing Applications
Alperen Aksoy, Ilja Bekman, Vesselin Dimitrov +7
This paper examines the use of Quantized Neural Networks (QNNs) for two resource-constrained scientific applications: automated calibration of semi- conductor quantum bits (qubits)…
math.NT2025
Arithmetic holonomy bounds and effective Diophantine approximation
Frank Calegari, Vesselin Dimitrov, Yunqing Tang
In this paper, we explore several threads arising from our recent joint work on arithmetic holonomy bounds, which were originally devised to prove new irrationality results based o…