5 results found

YuXuan Wu, Haowen Dai, Hengyi Zhang, Lin Kai

Supply chain carbon emissions account for over 80% of greenhouse gas output in most consumer industries, yet the operational link between demand forecasting accuracy and downstream environmental impac...

Scientific Reports 2026-04-23 rs-9286812

Satish Prajapati

Quantifying disorder in composite microstructures is essential for predicting me chanical, thermal, and electrical properties, yet traditional order parameters require prior knowledge of reference str...

Research Square 2026-04-22 rs-9481069
Composite materials disorder quantification dynamic mode decomposition Shannon entropy microstructure characterization polymer nanocomposites glass-ceramics SAXS analysis

Francis Mackin, Raymond Flynn, Shane O’Neill, Hugh Cushnan, Patrick Rath

Groundwater regimes are key determinants influencing the outcome of peatland ecosystem restoration programmes. Despite widespread application, impacts of ditch blocking on water table levels (WTLs) re...

Wetlands 2026-04-21 rs-8893213
Atlantic Blanket Bog Restoration Water Table Machine Learning Quantification

Yutong Zhang, Yaoran Yang, Yifan Zhu, Wentao Zhang

Simulation-based inference (SBI) provides a principled route to parameter inference when a simulator is available but pointwise likelihood evaluation is infeasible. Two technical bottlenecks neverthel...

Statistics and Computing 2026-04-20 rs-9360238
simulation-based inference approximate Bayesian computation conformal calibration summary statistics uncertainty quantification misspecification

Egil Gulbrandsen

This article describes an improved method for quantifying the hydrogen evolution rate in corrosion testing by using buoyancy measurements. H2 gas bubbles are collected in an inverted beaker hanging in...

Research Square 2025-03-07 rs-5726344
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