A fine-tuned 1B language model, trained on center-of-mass-gated packing sequences, reports 0.67% and 3.3% simulated tipping rates for furniture in SUVs and sedans, far below heuristics that ignore balance.
Constraints in Container Loading – a State-of-the-Art Review
1 Pith paper cite this work, alongside 372 external citations. Polarity classification is still indexing.
1
Pith paper citing it
372
external citations · OpenAlex
citation-role summary
background 1
citation-polarity summary
fields
cs.CV 1years
2026 1verdicts
REJECT 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
PackingGPT: 3D Packing Agent for Real Furniture in Last-Mile Delivery
A fine-tuned 1B language model, trained on center-of-mass-gated packing sequences, reports 0.67% and 3.3% simulated tipping rates for furniture in SUVs and sedans, far below heuristics that ignore balance.