2026 · Zenodo (CERN European Organization for Nuclear Re…
Furgurson Dawuda Abubakari Awuni, Linus Kweku Labik
This archive contains version 1.0.0 of PSCAE-SN, a physics-aware spiking convolutional autoencoder for detecting radio-frequency interference in simulated MeerKAT data. It includes the executed Jupyter notebook used for model training, evaluation, and figure generation, together with citation metadata, documentation, and the MIT License. The notebook reproduces five stochastic training runs and the reported pixel-level detection metrics using the publicly available TABASCAL SNN-NLN dataset. Trained model weights are not included; users must retrain the model by executing the notebook.
0 citations4 viewsFull text
DOI: 10.5281/zenodo.217948822026 · Zenodo (CERN European Organization for Nuclear Re…
Furgurson Dawuda Abubakari Awuni, Linus Kweku Labik
This archive contains version 1.0.0 of PSCAE-SN, a physics-aware spiking convolutional autoencoder for detecting radio-frequency interference in simulated MeerKAT data. It includes the executed Jupyter notebook used for model training, evaluation, and figure generation, together with citation metadata, documentation, and the MIT License. The notebook reproduces five stochastic training runs and the reported pixel-level detection metrics using the publicly available TABASCAL SNN-NLN dataset. Trained model weights are not included; users must retrain the model by executing the notebook.
0 citations3 viewsFull text
DOI: 10.5281/zenodo.217948832026 · Zenodo (CERN European Organization for Nuclear Re…
julinho jorge luis Luis
The Gamma function diverges at negative integer and half-integer arguments, posing a fundamental obstacle for both perturbative and non-perturbative theories. Analytic continuation, while guaranteeing uniqueness, does not preserve the Euler integral representation in the left half-plane, as noted by Hardy and Titchmarsh. We present a continuous regularization technique - the Dual Architecture - that addresses this limitation through a complementary function with directional vector opposite to that of the Gamma function. The phase function is uniquely determined by the boundary conditions and , and its periodicity is established by Lemma 2.1. The regularized function for is finite by construction at all points where the classical Gamma function diverges, unifying regulation and subtraction within a single definition. We demonstrate the physical applicability of the technique across six systems: the cosmological constant, the Higgs boson mass, the strong CP problem, the Casimir effect, dimensional regularization in , and a divergent Gaussian integral. In each case, the algebraic development is presented in full, yielding analytical results consistent with experimental values. The technique offers a unified framework for treating Gamma-function divergences across perturbative and non-perturbative regimes. Keywords: Continuous regularization, Gamma function, uniqueness theorem, Casimir effect, Standard Model.
0 citations2 viewsFull text
DOI: 10.5281/zenodo.217402502026 · Zenodo (CERN European Organization for Nuclear Re…
julinho jorge luis Luis
The Gamma function diverges at negative integer and half-integer arguments, posing a fundamental obstacle for both perturbative and non-perturbative theories. Analytic continuation, while guaranteeing uniqueness, does not preserve the Euler integral representation in the left half-plane, as noted by Hardy and Titchmarsh. We present a continuous regularization technique - the Dual Architecture - that addresses this limitation through a complementary function with directional vector opposite to that of the Gamma function. The phase function is uniquely determined by the boundary conditions and , and its periodicity is established by Lemma 2.1. The regularized function for is finite by construction at all points where the classical Gamma function diverges, unifying regulation and subtraction within a single definition. We demonstrate the physical applicability of the technique across six systems: the cosmological constant, the Higgs boson mass, the strong CP problem, the Casimir effect, dimensional regularization in , and a divergent Gaussian integral. In each case, the algebraic development is presented in full, yielding analytical results consistent with experimental values. The technique offers a unified framework for treating Gamma-function divergences across perturbative and non-perturbative regimes. Keywords: Continuous regularization, Gamma function, uniqueness theorem, Casimir effect, Standard Model.
0 citations3 viewsFull text
DOI: 10.5281/zenodo.217402492020 · Zenodo (CERN European Organization for Nuclear Re…
Arto Salomaa, Cristian S. Calude, Hermann Maurer
Almost all researchers in computer science have access to Internet by now: with some 2 million Internet nodes at the time of writing an estimated 30 million people can connect to Internet, many of them directly from their desk. Internet has become an increasingly powerful information, communication
3,394 citations0 viewsFull text
DOI: 10.3217/jucs-000-00-01092014 · Zenodo (CERN European Organization for Nuclear Re…
Kwasi Aidoo, Amoako Annan, Achamfu Agyeiwa, Amoah Ampaw
This study addresses a current research gap in Physics concerning Application of Medical Physics Techniques in Cancer Diagnosis and Treatment in Resource-Limited Settings in Ghana. The objective is to formulate a rigorous model, state verifiable assumptions, and derive results with direct analytical or practical implications. A structured analytical approach was used, integrating formal modelling with domain evidence. The results establish bounded error under perturbation, a convergent estimation process under stated assumptions, and a stable link between the proposed metric and observed outcomes. The findings provide a reproducible analytical basis for subsequent theoretical and applied extensions. Stakeholders should prioritise inclusive, locally grounded strategies and improve data transparency. Application of Medical Physics Techniques in Cancer Diagnosis and Treatment in Resource-Limited Settings, Ghana, Africa, Physics, conference paper This work contributes a formal specification, transparent assumptions, and mathematically interpretable claims. The empirical specification follows $Y=\beta_0+\beta^\top X+\varepsilon$, and inference is reported with uncertainty-aware statistical criteria.
0 citations2 viewsFull text
DOI: 10.5281/zenodo.190659932014 · Zenodo (CERN European Organization for Nuclear Re…
Kwasi Aidoo, Amoako Annan, Achamfu Agyeiwa, Amoah Ampaw
This study addresses a current research gap in Physics concerning Application of Medical Physics Techniques in Cancer Diagnosis and Treatment in Resource-Limited Settings in Ghana. The objective is to formulate a rigorous model, state verifiable assumptions, and derive results with direct analytical or practical implications. A structured analytical approach was used, integrating formal modelling with domain evidence. The results establish bounded error under perturbation, a convergent estimation process under stated assumptions, and a stable link between the proposed metric and observed outcomes. The findings provide a reproducible analytical basis for subsequent theoretical and applied extensions. Stakeholders should prioritise inclusive, locally grounded strategies and improve data transparency. Application of Medical Physics Techniques in Cancer Diagnosis and Treatment in Resource-Limited Settings, Ghana, Africa, Physics, conference paper This work contributes a formal specification, transparent assumptions, and mathematically interpretable claims. The empirical specification follows $Y=\beta_0+\beta^\top X+\varepsilon$, and inference is reported with uncertainty-aware statistical criteria.
0 citations1 viewsFull text
DOI: 10.5281/zenodo.19065994