Physics‐Grounded Materials Artificial Intelligence for Reliable Materials Discovery
Physics‐Grounded Materials AI (PhysMat AI) integrates physical priors, descriptors, constraints, verification, and data infrastructure into a unified full‐stack framework, enabling reliable, interpretable, and autonomous AI‐driven materials discovery.
Yuhang Wang +3 more
wiley +1 more source
Multiple hetero-redox centers in a phenazine-ketone scaffold for high-energy-density aqueous flow batteries toward durable energy storage. [PDF]
Dong Z +10 more
europepmc +1 more source
Advanced ink systems for solution‐processed textile triboelectric nanogenerators are systematically summarized, spanning conductive, tribo‐negative, and tribo‐positive layers. By connecting ink chemistry, deposition methods, and device function, the present review reveals the key governing principles of solution development and highlights practical ...
Xinlong Sun, Stephen Beeby
wiley +1 more source
ZIF-Derived FeCo Nanoparticles and FeN<sub>4</sub> Single-Atom Sites for High-Performance Oxygen Evolution and Oxygen Reduction Bifunctional Electrocatalysis. [PDF]
Li L, He L, Han N, Li X, Hu Y, Han C.
europepmc +1 more source
A trimodal anode architecture spatially regulates silicon clusters within confined interstitial environments formed by graphite and contorted hexabenzocoronene. This confinement suppresses silicon aggregation and localized stress while enabling efficient Li‐ion transport, achieving high‐capacity, stable lithium‐ion batteries.
Jeongmi Joo +11 more
wiley +1 more source
Structural Evolution of Hydrated Alkaline-Earth Metal Ion Clusters via Molecular Face Theory with Kohn-Sham One-Electron Potential. [PDF]
Yu R +8 more
europepmc +1 more source
Myogenic Fusogen‐Engineered Lipid Nanoparticles Enhance mRNA Delivery in Skeletal Muscle
This study reports a biomimetic strategy of engineering full‐length Myomaker, a muscle‐specific fusogen, into lipid nanoparticles (LNPs) to harness the native myoblast fusion capability for skeletal muscle mRNA delivery. The resulting Mymk‐LNPs enhance transfection in differentiating myocytes and enable Cre‐mediated reporter activation in injured ...
Fangyu Zhang +18 more
wiley +1 more source
A Theoretical Prediction of the Antioxidant and Electronic Properties of Epicatechin, Procyanidin B2, Procyanidin, C1 and Cinnamtannin A2. [PDF]
Karwowski BT.
europepmc +1 more source
An integrated pulmonary mRNA delivery platform combining novel biodegradable syringic acid‐derived ionizable lipids, design‐of‐experiments formulation optimization, and vibrating‐mesh nebulizer engineering enabled stable aerosolization and efficient lung delivery.
Neha Kaushal +21 more
wiley +1 more source
Theoretical Insights into the Structures and Electronic Properties of Pure Germanium Anionic Ge<i><sub>n</sub></i><sup>-</sup> Clusters and Lanthanum-Doped Neutral and Anionic Germanium LaGe<i><sub>n</sub></i><sup>0/-</sup> Clusters (<i>n</i> = 10-20). [PDF]
Dong X, Zhang Z, Hao C, Yang J.
europepmc +1 more source

