Abstract Large deformability is a specific property of many semicrystalline polymers that is enabled by plastic flow going along with a restructuring of the semicrystalline morphology in combination with strain hardening caused by network forces. This ability has been linked with the intracrystalline chain diffusion (I...
Rose Mary Michell, Albrecht Petzold, Thomas Thurn‐Albrecht· Nature Communications· 0 citations
PXRD-Diff: a deliberately small (3.7 M-parameter) conditional diffusion model for powder X-ray diffraction structure inversion, used as a diagnostic instrument, with a classical Q-space autoindexer control and a shared StructureMatcher evaluation harness for DiffractGPT, PXRDnet and deCIFer. Version 2 is the archive fo...
Frank Cai· Zenodo (CERN European Organi...· 0 citations
This dataset contains the figure-source data, numerical validation records, provenance information, and reproducibility manifests supporting the manuscript “Finite-Time Accessibility of Stochastic Futures.” The deposited materials include Monte Carlo source data for activated Langevin first-passage dynamics, analytical...
Chien-Nan Hsiao· Zenodo (CERN European Organi...· 0 citations
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This dataset contains the figure-source data, numerical validation records, provenance information, and reproducibility manifests supporting the manuscript “Finite-Time Accessibility of Stochastic Futures.” The deposited materials include Monte Carlo source data for activated Langevin first-passage dynamics, analytical...
Chien-Nan Hsiao· Zenodo (CERN European Organi...· 0 citations
AI weather prediction models now rival physics-based systems on standard forecast scores, but whether their forecasts are physically consistent across scales remains unclear. We assess Argonne's Earth system foundation model (AERIS), a generative diffusion transformer, using Hurricane Laura (2020). Decomposing the stor...
Chunyong Jung, Jiali Wang, William Pringle et al.· 0 citations
2026-09-25 — Second-transport-code extension of the deposit: the alpha point exists in FUSE. Chapters 35–37 held a thermally unstable burn point that the canonical 0D model places at T* = 3.59 keV; this chapter locates it in a second, independent 1D transport code — FUSE.jl v1.2.1 (General Atomics / ProjectTorreyPines:...
Bernd Westrick· Zenodo (CERN European Organi...· 0 citations
Background Tissue aging involves complex changes in vascular, immune, and stromal compartments that collectively reshape the local tissue ecosystem and may contribute to age-related diseases, including cancer, fibrotic diseases, and cardiovascular disease. However, it remains unclear whether reproducible, cell-specific...
Mingzhu Jin, Yue Zhang, Haien Wu et al.· Frontiers in Cell and Develo...· 0 citations
Ensuring the integrity of hydrogen-blended natural gas (HBNG) infrastructure is pivotal for the sustainable hydrogen energy landscape, yet the surface interactions governing hydrogen embrittlement remain a critical challenge. This study presents a multiscale quantitative characterization of the film structure and hydro...
Background: Secondary progressive multiple sclerosis (SPMS) is traditionally viewed as predominantly neurodegenerative, with limited inflammatory activity. However, chronic active lesions characterised by persistent rim inflammation and gradual expansion may continue to contribute to tissue injury. Objectives: To chara...
S. Klistorner, M. Barnett, A. Klistorner· medRxiv· 0 citations
Accurate crack segmentation on road and bridge surfaces underpins automated structural-health assessment, yet field images are routinely degraded by occluding stains, repaired patches, cast shadows, blur and noise. Under such degradation, discriminative networks tend to fracture a slender, low-contrast crack into disco...
Liyong Chen, Lipeng Zhang· International Conference on...· 0 citations
