Tunneling and other modes of atomic ionization in the presence of strong few-cycle laser pulses and generation of attosecond pulses
Why this work is in the frame
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Bibliographic record
Abstract
Numerical integration of the nonstationary Schrödinger equation describing the dynamics of a quantum system in the presence of the electromagnetic wave field is employed to study atomic hydrogen ionization in the presence of an ultrashort laser pulse. It is demonstrated that, in the nonadiabatic mode, in the presence of a pulse with a duration of one or two optical cycles, the ionization probability is anomalously high in comparison with predictions based on the Keldysh ionization theory and various modifications of this theory. It is shown that the nonadiabatic and multiphoton modes of the atomic ionization in the presence of ultrashort laser pulses are superior to the low-frequency adiabatic mode in the effective generation of attosecond XUV pulses.
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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 | 0.000 |
| 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 it