Tiny Machine Learning Implementation for Guided Wave-Based Damage Localization.

This work leverages ultrasonic guided waves (UGWs) to detect and localize damage in structures using lightweight Artificial Intelligence (AI) models. It investigates the use of machine learning (ML) to train the effects of the damage on UGWs to the model. To reduce the number of trainable parameters, a physical signal processing approach is applied to the raw data before passing the data to the model.

"Longing is good": proof-of-concept for a novel psychological intervention to tackle self-blaming emotions.

Background: Many people with depression, for which self-blame plays a key role, are not amenable to current standard psychological treatments. This calls for novel self-guided interventions, which require less attention and motivation. The present study sought to establish proof-of-concept for a novel self-guided intervention in a non-clinical sample, which prompts people to transform self-blaming feelings into "longing," as a related unpleasant, but presumably more adaptive and approach-related emotion, which plays a key role in many musical and literary genres but has been largely overlooked in clinical research.

Hearing aid verification: Practices and perceptions of South African audiologists.

Background:  Hearing aid verification is required to objectively measure hearing aid outputs by ensuring that the amplified speech spectrum closely approximates the prescription goals.

Objectives:  This study aimed to determine audiologists' perceptions and practices regarding hearing aid verification and identify facilitators and barriers to its use.

Method:  A cross-sectional national e-survey included questions related to demographics, perceptions of verification, verification practices and two open-ended questions regarding the facilitators and barriers to conducting hearing aid verification in South Africa.

Functional diversity of the above-ground fungal community under long-term integrated, organic and biodynamic Vineyard Management.

Background: Sustainable agriculture increasingly emphasizes the importance of microbial communities in influencing plant health and productivity. In viticulture, understanding the impact of management practices on fungal communities is critical, given their role in disease dynamics, grape and wine quality. This study investigates the effects of integrated, organic, and biodynamic management practices on the diversity and function of fungal communities in a vineyard located in Geisenheim, Germany, focusing on above-ground parts such as bark, leaves, and grapes.

Interleukin-11 receptor is an alternative α-receptor for interleukin-6 and the chimeric cytokine IC7.

The cytokine interleukin 6 (IL-6) signals via the IL-6 α-receptor (IL-6Rα or IL-6R) in complex with the gp130 β-receptor. Cell type restricted expression of the IL-6R limits the action of IL-6 mainly to hepatocytes and some immune cells. Here, we show that IL-6 also binds to the IL-11 α receptor (IL-11Rα or IL-11R) and induces signaling via IL-11R:gp130 complexes, albeit with a lower affinity compared to IL-11.