Space–time control volumes for Caribbean atmospheric reconstruction
Theoretical formulation
Next gate
Review the stated evidence, overlap and outstanding validation before choosing a submission route.
Before a paper
leaves the lab.
Read the manuscript, inspect its evidence and choose the next review gate.
Current release status
The four new papers are theory and evaluation-protocol drafts. They are available here for review. External submission is on hold pending source checks, author review and the evidence each article type requires.
The eight existing manuscripts retain their own evidence notes. A reading PDF, LaTeX file or web animation is not a claim of peer review, arXiv submission or independent reproduction.
Conservation-constrained learning for local atmospheric prediction in Jamaica
Mathematical methods paper
Next gate
Review the stated evidence, overlap and outstanding validation before choosing a submission route.
Hybrid precipitation nowcasting and its transfer to Caribbean extreme rainfall
Critical synthesis and experiment protocol
Next gate
Review the stated evidence, overlap and outstanding validation before choosing a submission route.
Observation-aware downscaling of Caribbean rainfall: support, conservation and identifiability
Methods and identifiability paper
Next gate
Review the stated evidence, overlap and outstanding validation before choosing a submission route.
Conservative graph coupling for a cell-based atmospheric world model
Architecture and mathematical analysis paper
Next gate
Review the stated evidence, overlap and outstanding validation before choosing a submission route.
Foundation priors and physics constraints: the Jamaican temperature experiment
Empirical component study and integration methods
Next gate
Review the stated evidence, overlap and outstanding validation before choosing a submission route.
Verification, uncertainty and reproducibility for physics-informed Caribbean forecasts
Verification and reproducibility methods paper
Next gate
Review the stated evidence, overlap and outstanding validation before choosing a submission route.
Atmospheric world models for infrastructure scenarios in Jamaica
Theoretical scenario framework
Next gate
Review the stated evidence, overlap and outstanding validation before choosing a submission route.
Joint-embedding predictive representations for sparse-observation Caribbean atmospheric reconstruction
DRAFT — protocol; no new empirical results
Next gate
Freeze the observing-system experiment and compare JEPA, masked reconstruction and random initialisation with equal information and compute.
Agent-based local atmospheric models with a shared physical exchange ledger
DRAFT — protocol; no new empirical results
Next gate
Match the synchronous graph baseline, inject stale or duplicated messages and test cancellation, positivity, stability and withheld-state error separately.
From atmospheric evidence to accountable adaptation choices: a climate-policy framework for small-island institutions
DRAFT — protocol; no new empirical results
Next gate
Build blinded decision cases and compare a conventional template, retrieval assistance and bounded multi-agent assistance.
Teaching atmospheric reasoning with interactive model anatomy: a framework and evaluation protocol
DRAFT — protocol; no new empirical results
Next gate
Review the science, pilot item comprehension and accessibility, secure required approvals, then compare matched static and interactive lessons.
Download the four new drafts and their source-review records