🔬 physics

Surrogate model driven RL optimization of the TWOCRYST crystal angular alignment

This paper introduces MDHaloEnv, a Gymnasium-based reinforcement learning environment utilizing Proximal Policy Optimization and theoretically grounded Markov Decision Process improvements to automate and enhance the microradian-level alignment of crystals in the TWOCRYST experiment, thereby improving commissioning efficiency for future LHC-based double-channeling studies.

Leander Grech, Gianluca Valentino, Oliver Aberle, Federico Alessio, Chiara Antuono, Gianluigi Arduini, Laura Bandiera, M (…)2026-09-01
🔬 physics

Life as Form: Biomimetic Transport Networks in Complementary Active Matter

This paper demonstrates that active oscillator ensembles governed by chiral symmetry breaking and complementary interactions self-organize into autonomous, biomimetic transport networks by exploiting internal dynamical frustration to achieve optimal routing and self-repair, thereby establishing a decentralized, autopoietic computational substrate rooted in weak ergodicity breaking.

Alessandro Scirè2026-09-01✓ Author reviewed
🔬 physics

Impact of Dielectric Packing on Electron Energy Distribution and Oxidative Species in DBD-Based Toluene Removal

Contrary to the prevailing belief that dielectric packing enhances non-thermal plasma performance, this study demonstrates that a bare dielectric barrier discharge reactor outperforms a TiO₂-packed bed in toluene removal by maintaining higher electron energy and oxidative species concentrations while avoiding the surface quenching and catalyst deactivation caused by carbon deposition in the packed configuration.

Ramavtar Jangra, Gokul Selvaraj, Rashid Aripram, Karol Hensel2026-08-31
🔬 physics

Refined Optimal and Modified-Homotopy Perturbation Method for Direct Solution of Incompressible Navier-Stokes Equations with Pressure Correction

This paper introduces a Refined Optimal and Modified Homotopy Perturbation Method (ROM-HPM) that provides a direct semi-analytical framework for solving the full two-dimensional incompressible Navier-Stokes equations with pressure correction, successfully capturing complex flow physics in Newtonian and non-Newtonian microchannels while demonstrating superior computational efficiency and accuracy compared to conventional CFD approaches.

Tapas Roy, Dilip Kumar Maiti, Palash Mondal2026-08-31
🔬 physics

Quantum Otto and Carnot Cycles via Skew Ising Model

This paper investigates the thermodynamic performance of quantum heat engines and refrigerators based on a two-spin Skew Ising model, revealing that while the Carnot cycle exhibits universal entropy-driven behavior, the Otto cycle displays a richer structure governed by the interplay of energy spectra and nonequilibrium populations, ultimately demonstrating how tuned interactions and anisotropy can enhance thermodynamic efficiency.

Neda Valizadeh, Nayyere Einali Saghavaz, Zahra Ebadi, Hosein Mohammadzadeh2026-08-31