AI Medical Compendium

Machine Learning-Guided Surface Strain Engineering in Connected Platinum-Nickel Nanoparticle Catalysts for Advanced Oxygen Reduction Performance.

Advanced science (Weinheim, Baden-Wurttemberg, Germany) Jul 20, 2026

Engineering the surface structure of catalysts is critical for achieving high intrinsic activity in the oxygen reduction reaction (ORR). We report a machine-learning (ML)-guided materials design strategy for the synthesis of support-free, connected n... read more

Hexagonal Boron Nitride on Liquid and Single-Crystal Copper: Operando X-Ray and Atomistic Insights into Growth and Interfacial Structure.

Advanced science (Weinheim, Baden-Wurttemberg, Germany) Jul 20, 2026

Two-dimensional (2D) hexagonal boron nitride (hBN) is a key dielectric for van der Waals nanoelectronics, however, its controlled synthesis by chemical vapor deposition remains challenging and poorly understood. In this context, the growth of hBN on ... read more

Pharmacological advances in Candida auris: emerging antifungal mechanisms and next-generation therapeutic strategies.

Journal of enzyme inhibition and medicinal chemistry Jul 20, 2026

Candida auris is a major public health concern worldwide due to its efficient transmission, environmental persistence, and broad resistance to approved antifungal classes. This review consolidates recent pharmacological developments in this regard, f... read more

Multimodal approach to situation awareness classification using physiological sensors.

Ergonomics Jul 20, 2026

Accurately predicting operators' situation awareness (SA) is important in many work contexts. However, current well-validated SA measurement methods require task interruption, motivating alternative measurement approaches. We developed a multimodal e... read more

Interface Defects and Recombination in HTL-Free and Bilayer Cs2SnI6 Perovskite Solar Cells: Numerical Modeling and Machine Learning Analysis.

Langmuir : the ACS journal of surfaces and colloids Jul 20, 2026

Perovskite solar cells (PSCs) are a promising technology for sustainable energy generation. Among lead-free perovskites, Cs2SnI6 offers high structural stability and environmental compatibility, making it ideal for next-generation PSCs. This work sys... read more

Mechanistic insights and rational design of emerging iron-based environmental catalysts for water remediation via multiscale simulations.

Nanoscale Jul 20, 2026

Emerging iron-based catalysts have attracted increasing attention in water remediation, yet fully elucidating their underlying catalytic mechanisms remains challenging. Multiscale simulations have consequently become essential theoretical tools. Here... read more

DDCCNet: Physics-Enhanced Multitask Neural Networks for Data-Driven Coupled-Cluster.

Journal of chemical theory and computation Jul 20, 2026

We present the data-driven coupled-cluster deep network (DDCCNet), a family of multitask, physics-enhanced deep learning architectures designed to predict coupled-cluster singles and doubles (CCSD) amplitudes and correlation energies from lower-level... read more

A Lightweight Universal Machine-Learning Interatomic Potential via Knowledge Distillation for Scalable Atomistic Simulations.

Journal of chemical information and modeling Jul 20, 2026

We introduce a lightweight universal machine-learning interatomic potential (uMLIP), SevenNet-Nano, based on the graph neural network architecture SevenNet and enabled by a knowledge-distillation framework. The model inherits the broad generalization... read more

Letter: Artificial Intelligence and the Jagged Frontier of Clinical Reasoning: Lessons from Neurosurgery.

Neurosurgery Jul 20, 2026

Occupational Physicians' Knowledge and Attitudes Regarding the Use of Artificial Intelligence in Occupational Health: A Cross-Sectional Study in Egypt.

Journal of occupational and environmental medicine Jul 20, 2026

OBJECTIVE: To assess Egyptian occupational physicians' knowledge and attitudes regarding Artificial Intelligence (AI) in occupational health and factors associated with them. METHODS: A cross- sectional study was conducted among 127 occupational phys... read more

Artificial Intelligence Medical Compendium