EXPLORING SOLITON AND SIMILARITON FORMATION IN RESONANT OPTICAL MEDIA
Why this work is in the frame
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Bibliographic record
Abstract
Investigating the behavior of an atom in response to the applied electric field when the\nlatter frequency is in resonance with the natural frequency of the atom is an interesting subject. Near resonance, some of the most interesting optical phenomena such as dispersion, and absorption are more pronounced. Moreover, considering resonant and near\nresonant interaction of light with two-level atoms, uncovers fascinating physical phenomena\nsuch as area theorem and self-induced transparency describing stable pulse propagation\nregimes in which the pulses maintain their identity. Existence of these optical structures\nin on-resonance optical media has not been investigated in detail. In this thesis, the on-resonance interaction of optical field with atoms is considered and the formation of several\nnovel self-similar and kink waves in linear and nonlinear resonant media is discovered and\ntheoretically explored.\nFirst, self-similar pulse formation in homogeneous broadened linear amplifiers in a\nvicinity of an optical resonance is analyzed. It is demonstrated that the self-similar pulses\nserve as universal asymptotics of any near resonance short pulses propagating in coherent\nlinear amplifiers. Second, ultrashort self-similar pulse propagation in coherent linear absorbers near optical resonance is investigated. Third, existence of self-similar optical waves with kink structure in resonant optical systems is discovered. Fourth, it is found that self-induced transparency quadratic solitons are realizable in the media with quadratic optical nonlinearities, doped with resonant impurities. Finally, stable spatial similaritons supported by homogeneous conservative optical media with quintic nonlinearities are explored.\nTo experimentally realize the presented results, physical models are presented for all\nsystems under consideration. The stability of the proposed near resonance optical systems\nis demonstrated through a series of numerical case studies.
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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 | 0.001 |
| 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