Istituto Nazionale di Fisica Nucleare, Sezione di Bari

Agentic AI—Physicist Collaboration in Experimental Particle Physics: A Proof-of-Concept Measurement with LEP Open Data

We present an agentic measurement of the thrust distribution in \(e^+e^-\) collisions at \(\sqrt{s}=91.2\) GeV using ALEPH archived data. This work was carried out through an AI agent–physicist collaboration, using interactive natural-language prompting of Anthropic Claude and Op...

Language of Toxicity: An eXplainable Artificial Intelligence Approach

Abstract Toxicity prediction in small molecules represents a fundamental challenge in drug development and chemical safety assessment. Traditional approaches heavily rely on predefined molecular descriptors or fingerprints, potentially limiting the ability to capture complex and...

Measurements of the production of W$$^{\pm }$$ and Z$$^0$$ bosons in pp collisions at $$\sqrt{s} = 13$$ TeV

Abstract Measurements of the production of the W $$^{\pm }$$ ± and Z $$^0$$ 0 bosons at midrapidity in pp collisions at $$\sqrt{s} = 13$$ s = 13 TeV with ALICE at the Large Hadron Collider (LHC) are presented. The W $$^{\pm }$$ ± and Z $$^0$$ 0 bosons are detected via their (di)e...

Lattice-data-driven specific heat and isentropic bulk modulus of SU(3) gluon matter at finite temperature

Abstract We investigate the specific heat and isentropic bulk modulus of finite-temperature pure SU(3) gauge matter within a lattice-data-driven phenomenological framework. The equation of state is formulated in terms of a temperature-dependent effective gluon mass constrained by...

A physics-informed neural network approach to diffusion and auto-oxidation in Fricke gel dosimeters

Precise dose quantification is critical for advanced radiation-based medical applications, particularly in emerging high dose-rate and mini-beam therapies. Fricke gels (FGs) are promising tissue-equivalent dosimeters based on the radiation-induced oxidation of \(Fe^{2+}\) to \(Fe...

Maximal Minimal Spacing for Random Points

Abstract From $$N+1$$ N + 1 random points on a line we wish to select $$M+1$$ M + 1 points so as to maximize the minimal spacing between them. We consider an initial configuration with independent and identically distributed spacings. Equivalently, the points are arrival times of...

Operation Melilli, forensic humanitarian medico legal activities on the largest known Mediterranean disaster: the shipwreck of April 18th, 2015

On April 18th, 2015, a boat carrying about 1,000 migrants sank in the Strait of Sicily, prompting one of the most complex recovery missions ever conducted in the Mediterranean. Operation Melilli was the first time a European Government authorized the recovery of a sunken migrant...