Computational physics bridges the gap between abstract theory and real-world observation by using powerful computers to solve complex physical problems. This field allows scientists to simulate everything from the collision of subatomic particles to the swirling dynamics of galaxies, offering insights that traditional experiments alone cannot provide.

On Gist.Science, we continuously process every new preprint in this category from arXiv to make these breakthroughs accessible to everyone. Each entry is accompanied by both a clear, plain-language explanation and a detailed technical summary, ensuring that researchers and curious readers alike can grasp the significance of the latest findings without getting lost in dense equations.

Below are the latest papers in computational physics, curated to keep you at the forefront of this rapidly evolving discipline.

Stochastic single-stage stellarator optimization using fixed-boundary equilibria

This paper introduces a stochastic single-stage stellarator optimization method that combines fixed-boundary MHD equilibria with randomly perturbed coils to avoid sharp local minima and produce more robust quasi-symmetric configurations with improved flux, symmetry, and particle confinement compared to existing deterministic and two-stage approaches.

Pedro F. Gil, Jason Smoniewski, Rogerio Jorge, Paul Huslage, Eve V. Stenson2026-03-13🔬 physics

Proof-Carrying Materials: Falsifiable Safety Certificates for Machine-Learned Interatomic Potentials

This paper introduces Proof-Carrying Materials (PCM), a rigorous framework combining adversarial falsification, statistical refinement, and formal Lean 4 certification to overcome the high failure rates of single machine-learned interatomic potentials, thereby significantly improving the reliability and discovery yield of high-throughput materials screening.

Abhinaba Basu, Pavan Chakraborty2026-03-13🔬 cond-mat.mtrl-sci

The Cosmological Simulation Code OpenGadget3 -- Implementation of Self-Interacting Dark Matter

This paper presents the public release of OpenGadget3, a cosmological hydrodynamical N-body code featuring a robust implementation of self-interacting dark matter that supports various elastic scattering cross-sections and two-species models, validated through accuracy tests and performance scaling.

Moritz S. Fischer, Marc Wiertel, Cenanda Arido, Yashraj Patil, Antonio Ragagnin, Klaus Dolag, Marcus Brüggen, Mathias Garny, Andrew Robertson, Kai Schmidt-Hoberg2026-03-12🔭 astro-ph

Information-Theoretic Spectroscopy: Universal Sparsity of Extinction Manifold and Optimal Sensing across Scattering Regimes

This paper demonstrates that the optical extinction manifold of dielectric materials exhibits intrinsic sparsity best captured by the Discrete Cosine Transform rather than the FFT, enabling a compressed sensing architecture that achieves high-fidelity material reconstruction with a 51–94% reduction in hardware sensors by overcoming traditional Nyquist limits.

Proity Nayeeb Akbar2026-03-12🔬 physics.app-ph

Open quantum systems beyond equilibrium: Lindblad equation and path integral molecular dynamics

This paper establishes a formal equivalence between the Lindblad equation and Path Integral Molecular Dynamics (PIMD), demonstrating how PIMD can be utilized to simulate the non-equilibrium time evolution and convergence of ensemble-averaged observables in large atomic systems without explicitly solving the Lindblad equation, while ensuring the physical consistency of the density operator's positivity.

Benedikt M. Reible, Somayeh Ahmadkhani, Luigi Delle Site2026-03-12⚛️ quant-ph

Sliding Ferroelectricity Driven Spin-Layertronics in Altermagnetic Multilayers

This paper proposes a mechanism for nonvolatile electrical manipulation of spin and layer degrees of freedom in altermagnetic bilayers, such as CuF2, by utilizing sliding ferroelectricity to reversibly switch d-wave altermagnetic spin splitting, thereby enabling multifunctional spin-layertronic devices with potential multi-state logic applications.

Rui Peng, Guangxu Su, Yangyang Fan, Jiaan Li, Fanxin Liu, Yee Sin Ang2026-03-12🔬 cond-mat.mtrl-sci