A versatile machine learning workflow for high-throughput analysis of supported metal catalyst particles.

Accurate and efficient characterization of nanoparticles (NPs), particularly regarding particle size distribution, is essential for advancing our understanding of their structure-property relationship and facilitating their design for various applications. In this study, we introduce a novel two-stage artificial intelligence (AI)-driven workflow for NP analysis that leverages prompt engineering techniques from state-of-the-art single-stage object detection and large-scale vision transformer (ViT) architectures. This methodology is applied to transmission electron microscopy (TEM) and scanning TEM (STEM) images of heterogeneous catalysts, enabling high-resolution, high-throughput analysis of particle size distributions for supported metal catalyst NPs.

Nickel promotes selective ethylene epoxidation on silver.

Over the last 80 years, chlorine (Cl) has been the primary promoter of the ethylene epoxidation reaction valued at ~40 billion USD per year, providing a ~25% selectivity increase over unpromoted silver (Ag) (~55%). Promoters such as cesium, rhenium, and molybdenum each add a few percent of selectivity enhancements to achieve 90% overall, but their codependence on Cl makes optimizing and understanding their function complex. We took a theory-guided, single-atom alloy approach to identify nickel (Ni) as a dopant in Ag that can facilitate selective oxidation by activating molecular oxygen (O) without binding oxygen (O) too strongly.

Visible Light Photolysis at Single Atom Sites in Semiconductor Perovskite Oxides.

Designing catalysts with well-defined active sites with chemical functionality responsive to visible light has significant potential for overcoming scaling relations limiting chemical reactions over heterogeneous catalyst surfaces. Visible light can be leveraged to facilitate the removal of strongly bound species from well-defined single cationic sites (Rh) under mild conditions (323 K) when they are incorporated within a photoactive perovskite oxide (Rh-doped SrTiO). CO, a key intermediate in many chemistries, forms stable geminal dicarbonyl Rh complexes (Rh(CO)), that could act as site blockers or poisons during a catalytic cycle.

A case report and review of literature on idiopathic ascites after laparoscopic appendectomy - A surgeon's dilemma.

Acute appendicitis is one of the most common emergency surgical conditions, typically treated by laparoscopic appendectomy in most centres. Post-operative ascites is a rare complication after laparoscopic surgery, especially in the absence of a bowel, urinary tract or lymphatic injury. This condition creates a diagnostic challenge for surgeons, even after thorough investigation.

Efficacy and safety of cysteamine 5% cream for the management of melasma: a systematic review and meta-analysis of randomized controlled trials.

Currently, hydroquinone serves as topical treatment of choice for melasma. However, its long-term use was associated with melanocyte toxicity. Cysteamine is an aminothiol that possesses antioxidant and depigmenting properties, therefore potentially suitable for treating melasma.