2nd International Conference: “Nonlinear Dynamics 2007” in Honor of the Alexander Mikhailovich Lyapunov 150th Anniversary at the National Technical University, Kharkov, Ukraine September 25–28, 2007
Bibliographic record
Abstract
Organizers of the conference: National Technical University, Kharkov, Ukraine; McGill University, Montreal, CanadaThe scope of the conference is to bring together scientists and engineers to present and discuss recent developments on the different problems of nonlinear dynamics.Main topics of the conference are:Analytical and numerical methods in nonlinear dynamicsResonances, stability analysis, and bifurcations in nonlinear systemsNonlinear normal modesTransient processes, localization of energyChaotic dynamicsNonlinear dynamics of continuous systems, in particular, plates and shellsVibro-impact systems and other nonsmooth systemsVibro-creep problemsand other problems of nonlinear dynamics.Participants wishing to present a lecture are invited to submit a Pre-Registration Form and one-page abstract before February 17, 2007. Only electronic submission is accepted. The Pre-Registration Form and Abstract must be sent to one of the following e-mail addresses:1muv@kpi.kharkov.ua2Yuri_Mikhlin@mail.ru3gayane@kpi.kharkov.uaAuthors of accepted presentations should send a four page extended abstract by May 31, 2007. Papers will be refereed and published in the Proceedings of the Conference.All information on the 2nd ND-KhPI 2007 is published at the Conference website:http:∕∕users.kpi.kharkov.ua∕infiz∕conf∕index.htmlThe working language of the conference is English.Co-chairmen of the Scientific Committee:Yuri MikhlinChristophe PierreNational Technical University, Kharkov, UkraineMcGill University, Montreal, CanadaFig. 1Fig. 2
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 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 | 0.001 |
| 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".