Author
Kristijan Kozic
Recent research
- AI & ComputingOpen access
This work develops a deterministic framework for recovering the integer linking number of two closed curves from a finite number of imperfect magnetic-field measurements. Building on the relationship between the Biot–Savart law, Ampère’s law, and the topological linking number, t...
- Open access
We study global-state identification by an observer embedded within a system and restricted to finite-budget, geometrically connected observations. The central question is whether information that is collectively sufficient to identify a global state can necessarily be integrated...
- AI & ComputingOpen access
This work studies finite-budget observation problems in which only geometrically admissible coordinates of a linear constraint field may be inspected. For a uniform finite-field null hypothesis versus a uniform linear-subspace alternative, the information available from a fixed s...
- Physics & SpaceOpen access
Rigorous Rearrangement Tensor Renormalization in Four Dimensions
We present an exact, truncation-free real-space tensor renormalization construction in four dimensions for normalized eight-leg Hilbert–Schmidt tensors in a neighborhood of the trivial fixed-point tensor. The construction combines a Type-0 gauge step, a 2^4 preliminary blocking t...
- Physics & SpaceOpen access
Strong-lensing inference with ultralight dark matter (ULDM) can depend on stochastic wave-field realizations and numerical controls used to make those realizations computationally tractable. This work performs an exact-commit audit of the public pyHalo/samana/lenstronomy software...
- Physics & SpaceOpen access
Rigorous Rearrangement Tensor Renormalization in Four Dimensions
We construct a truncation-free real-space tensor renormalization-group transformation in four dimensions for countable-leg tensors of finite Hilbert-Schmidt norm in a neighborhood of the trivial high-temperature tensor. The construction follows the rigorous two-dimensional progra...
- Physics & SpaceOpen access
Explicit Hilbert-Schmidt Control of the Four-Dimensional Wilson SU(2) Armillary Tensor
We study the exact reduced armillary tensor representation of four-dimensionalWilson SU(2) lattice gauge theory in the strong-coupling regime and derive anexplicit Hilbert-Schmidt majorant for the normalized site tensor. Two logicallyindependent sufficient-condition results are p...
- AI & ComputingOpen access
When Strong Hα Profile Preferences Fail: A Cohort-Level Robustness Audit in Little Red Dots
We present a cohort-level robustness audit of broad Hα profile inference in a predefined sample of 31 spectroscopically confirmed RUBIES Little Red Dots. The analysis tests optimizer and parameter-bound dependence, symmetric nuisance-absorber specification, candidate-set dependen...