The Design of Relativistic Ultrafast Electron Diffraction and Imaging (RUEDI) Facility for Materials in Extremes
Bibliographic record
Abstract
Materials in extreme conditions in terms of temperature and pressure are of great interest where novel phenomena are expected for new science and materials design. A wide range of materials are of interest, including warm dense matter, particulate materials, liquid materials, fusion materials and geophysical materials. Their environments also range from liquid phase, gas phase and cryogenic temperatures. The conditions often correspond to the level of the interiors of planets or stars. Such conditions are, however, typically not available in the laboratory. In addition, novel phenomena exist as transition structures that occur at an extremely short time scale in the harsh environments, which are often difficult to be modelled. RUEDI [1, 2] is designed to capture these ultrafast and novel phenomena in materials in terms of crystal structures and microstructures using electron diffraction and imaging. Fig. 1 shows the working design of RUEDI. The RF electron source provides bright femtosecond pulses. The electron beam line is divided into diffraction and imaging due to the different requirements in electron optics and the specimen environment. The possibility of multiple electron sources is also investigated. The imaging line is unique compared to other MeV electron diffraction systems around the world. It uses 2MeV electrons and is expected to have a spatial resolution of a few nm and a temporal resolution of 1 ps. As with the diffraction line, both pump-probe and single-shot methods are available. Laser irradiation is available in a wide range of wavelengths, as well as TW high intensity irradiation. The specimen chamber can have rich sample environments, including state-of-art gases/liquids/cryo stages. MeV electrons can be used to observe specimens thicker than 10s microns, which reveals fast defect dynamics in the bulk. In addition to the dynamics of nanostructures and lattice defects, the electromagnetic field can be also visualised due to the interaction between electrons and the field. Irradiation effects and experimental efficiency are optimised by introducing IT technologies. The diffraction line can achieve a pulse duration of 20fs due to the pulse compression, which allows to cover most of phonon frequencies in materials to be covered. Warm dense matter (WDM) is vital in many of research areas, ranging from laboratory fusion to the interiors of giant planets, galaxies and in laser processing of solids. Intense pulsed lasers are used to create the conditions for WDM. Short-range correlations of atoms can be clarified by diffraction, while long-range complex motions can be visualised by imaging. The insight provided by RUEDI connects the microscopic and macroscopic aspects of WDM, where fundamental parameters such as viscosity and melting temperature are often not well characterised. Fusion materials need to be stable under extreme conditions. RUEDI provides insight into their bulk properties, as MeV electrons have a long penetration depth. When a high power laser is used to achieve locally very high temperatures, ultrafast electron diffraction and imaging can reveal the dynamics of defect formation, recovery processes and their migration in the material. In geophysical materials, irradiation with one or two intense pulsed lasers can introduce local strain that relates to microscopic insights of an earthquake. Electron diffraction and imaging can reveal microscopic knowledge of crystal structure and mass transport. This presentation will cover the RUEDI design, the use of technologies, electron diffraction, imaging and analysis at the RUEDI facility, with a particular emphasis on the observation of specimens under extreme conditions [3]. Working concept for the configuration of RUEDI system with diffraction and Imaging lines.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.003 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 0.006 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".