<i>(Invited)</i> Two-Dimensional Molecular Auxetic Materials and Their Characterization <i>via</i> Nanophotonics Imaging Tools
Bibliographic record
Abstract
Metamaterials exhibiting auxeticity, defined as positive strain normal to an applied strain, have been receiving tremendous interest in recent years as they have found unique applications as shock absorbers, for thermal expansion compensation, and in smart interfaces.[1] This highly unusual behavior can quantified in terms of Poisson's ratio (ν) defined as the amount of the response strain over applied strain, where ν > 0 in most typical materials, while ν < 0 in auxetics. Molecular auxetic materials are crystalline solids which unit cell is auxetic.[2] A number of two-dimensional (2D) materials, including but not limited to single-layer and few-layer graphene,[3] are weakly auxetic due to their expansion along both in-plane longitudinal and transversal directions, caused by their thinning along the z-axis. Nonetheless, the achievement of a significant degree of auxeticity beyond the mesoscopic level has been theoretically predicted to require the modification of 2D materials through the engineering of periodic arrays of defects,[3] which is hardly feasible with commonly available nanofabrication techniques, and has never been demonstrated in practice. An alternative approach towards achieving a significant degree of auxeticity rests on the design of novel 2D crystals with specific electronic structure and unit cells, with 2D carbides and semicarbides (a sub-class of 2D M-Xenes) at the forefront of such efforts. The term giant auxeticity refers to molecular auxetic metals in which the density-of-electronic states at the Fermi level increases upon stretching thus leading to an increase in electrical and thermal conductivity in both longitudinal and transversal directions. Theoretical studies [4] seem to indicate that the root cause for giant auxeticity in 2D (semi)carbides resides on the increasing delocalization of the coupling between p-electrons (from C atoms) and d-electrons (from metal atoms) which causes a strong planarization and elongation of the metal-carbon bonds. For example, tungsten semicarbide (2D-W 2 C) was theoretically predicted to combine very high negative Poisson's ratio (ν < -0.4) with giant auxeticity.[4] In the initial part of our presentation, we will report on a specially designed dual-zone remote plasma system conceived to grow giant-auxetic 2D semicarbides out of thermodynamic equilibrium with a well-tuned ratio of precursors.[1] Although 2D-W 2 C was theoretically predicted to exhibit giant auxeticity, it had yet to be synthesized before the use of our and other out-of-equilibrium techniques, as the full carbide is energetically favored under thermodynamic equilibrium synthesis processes, such as dual-zone furnace-based chemical vapor deposition (CVD), and this is a common issue of multiple semicarbides. We will report on the specific conditions under which dual-zone, remote-plasma enhanced CVD allowed for the synthesis of flakes of few-layer W 2 C which are 2D in nature due to retained periodicity at the mesoscopic level in a Stranski–Krastanov growth process.[5] In the next part of our presentation, we will show how nanooptical dilatometry techniques based on pump-probe scanning near-field optical microscopy (SNOM) [6] are essential nanophotonics imaging tools towards the identification of 2D molecular auxetic materials, and the quantification of their negative Poisson ratio. To date, there are very few experimental techniques, if any, that are suitable for the purpose of acquiring quantitative maps of the expansivity of flakes of 2D materials with nanoscale lateral resolution in spite of huge demand, for example in the characterization of auxetics. Our group for has pioneered near-field thermoreflectance techniques as nanophotonic tools for precisely mapping the thermal and mechanical properties at the nanoscale. In these pump-probe experiments, samples are periodically heated by a pump laser beam from an inverted optical microscope, while periodic changes in the sample's local reflectivity are measured, in phase and amplitude, through an upright aperture-type SNOM operating in reflection mode. Here we will show that ω-2ω near-field thermoreflectance experiments, in which the probe is locked in for detection at double frequency (2ω) as the pump, are spectacularly sensitive to the local expansivity of surfaces, and can thus be successfully used as nanophotonics dilatometers to characterize a wide class of auxetic materials. Collectively, our presentation focuses on potental applications of 2D giant auxetics in photonics and energy, which include robust signalk detection and the photomodulation of charge collection, for example in electrodes for stretchable solar cells and phototransducers. [1] Ren et al Smart Mater Struct 27 (2018) 023001 [2] Grima et al, Advanced Mater 27 (2014) 1455 [3] Grima et al, Ann Phys 530 (2018) 1700330 [4] Wu et al, Phys Chem Chem Phys 20 (2018) 18893 [5] Stocek, Ullah and Fanchini, Mater Horizons 11 (2024) 3066 [6] Wong, Ezugwu and Fanchini, Adv Mater Interfaces 11 (2024) 2300806 Figure 1
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 teacher head, 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".