Quantum simulation of the Schwinger model in deformed space: quantum gravitational effects
Bibliographic record
Abstract
In this article, we study the real-time chiral phase transitions in the (1 + 1)-dimensional massive Schwinger model with a θ-term in the presence of a minimal length. The minimal length, which induces quantum gravitational effects, is implemented through deformed operators. First, we study the real-time chiral condensate for a time-independent and time-dependent Hamiltonian with a vanishing θ-term in the presence of minimal length. Finally, we study chiral phase transitions in the presence of minimal length by gradually changing the θ-term angle from 0 to 2π. We find that quantum gravitational effects cause long-range interactions, and these effects induce remarkable changes in the time-dependent chiral condensate. However, the perturbative GUP corrections to the time-dependent chiral condensate, which corresponds to energy beyond the LHC energy scale, are small.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".