Published review / prototype

Composite dynamics evidence browser.

Inspect a structured composite-dynamics literature corpus.

Supplied application interface; collaborative research context. An image is not proof of current deployment. Publication · 10.1016/j.mechrescom.2025.104607

Role: Research author · credited developer
Period: 2026
Methods: Bibliometrics · Streamlit
Status: Published review / prototype

Engineering software / Streamlit

A defined input.
An inspectable decision.

For engineering researchers and technical-review teams

Inspect a structured composite-dynamics literature corpus.

01 / INPUT

Set the engineering case

Year, author and keyword filters

02 / OUTPUT

Inspect the result

Filtered records and publication-distribution charts

03 / DECISION

Compare the next options

Identify relevant modelling and characterisation approaches.

Technical basis

Bibliometrics · Streamlit

Validation evidence

Credited browser source, interface screenshots and a published review.

Current scope

Research discovery support; licensed abstracts and the underlying corpus are not redistributed.

Public deployment has not been verified. The supplied interface and source establish the implementation shown.

Engineering record

Scope, method and evidence.

The review corpus is an evidence collection, not a count of personally conducted engineering projects. Raw licensed abstracts and the corpus are withheld.

01Engineering question

Inspect a structured composite-dynamics literature corpus.

Context: Composite structural systems.

02Role and documented scope

Research author · credited developer

03Methods and evidence

Literature screening and bibliometric analysis organise method families for dynamic characterisation of composite panels. A personally credited Streamlit browser explores a structured corpus. Screenshots illustrate the research tool; licensed abstracts and raw corpus files are not redistributed.

Supplied research files support the scope shown. Authorship is distinguished from personal ownership of every dataset, test or model; an interface is not proof of current deployment.

Publication record · 10.1016/j.mechrescom.2025.104607

04Interpretation and limitations

No universal accuracy, engineering approval or field benefit is inferred from a selected output. Model domains and independent checks must be established for a new assignment.

Research supporting this project