Transforming UML2.0 class diagrams and statecharts to atomic DEVS
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
We propose a translation process by which a UML2.0 Class Diagram model, along with Statechart models used to describe the behaviour of each of the instances of the classes in the Class Diagram, is transformed into a single, behaviourally equivalent Atomic DEVS model. Statecharts language features such as hierarchical and orthogonal states allow for intuitive modelling of reactive, timed behaviour. Variable structure and modularity are the prominent features of UML2.0 Class Diagrams. DEVS is a highly modular, hierarchical formalism that can be used as a semantic domain for a variety of modelling languages.We validate our approach using a concrete example. We transform the UML2.0 Class Diagram + Statechart model of a digital watch to its Atomic DEVS equivalent and subsequently couple it with a model of a user (the environment) modelled as an Atomic DEVS.
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.
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