Machine learning interatomic potentials bridge quantum accuracy and computational efficiency for materials discovery. Architectures from Gaussian process regression to equivariant graph neural networks, training strategies including active learning and foundation models, and applications in solid‐state electrolytes, batteries, electrocatalysts ...
In Kee Park +19 more
wiley +1 more source
Can participatory budgeting mitigate government debt risk?-An empirical analysis using cross-national panel data. [PDF]
Li Y, Zhang Q.
europepmc +1 more source
A bottom‐up, component‐resolved framework combining DSC/TGA, evolved gas analysis, and in situ XRD reveals how decomposition pathways control energy release in partial and micro‐cell configurations. Separator‐free assemblies are dominated by cathode‐O2${\rm O}_2$/anode‐Li reactions, while the separator restricts oxygen transport, reshapes the reaction ...
Ayrton M. Yanyachi +8 more
wiley +1 more source
Economic performance of introduced cassava processing technologies in coastal regions, Tanzania. [PDF]
Theodory M.
europepmc +1 more source
Redesigning Interlayers for Anode‐Free Batteries: Harnessing Continuity and Metal Inventory
Interlayers for anode‐free batteries must provide continuous interfacial coverage while remaining thin enough to preserve the finite cathode‐derived active‐metal inventory. This Perspective couples thin‐film closure with stoichiometric active‐metal consumption to reveal practical design windows across chemistry, substrate roughness, cathode loading ...
Rosalía Cid, Lorenzo Fallarino
wiley +1 more source
The Contingent Payoff of Transparency: The Mediating Roles of Citizen Participation and Enforcement in Health Service Delivery Improvement. [PDF]
Atiku S, Okoh A, Olakotan O.
europepmc +1 more source
Electrochemical and Thermal Interplay in Blended Cathodes for All Solid‐State Batteries
This work analyzes blended LFP‐NMC cathodes for all solid state batteries, revealing their balanced rate performance and enhanced thermal properties. Operando X‐ray diffraction studies uncovered lithiation gradients and asymmetric charging effects due to kinetic limitations.
Simon Si Ming Ji +17 more
wiley +1 more source
Policy Implementation in the Digital Era: A Comprehensive Analysis of the Electronic-Based Government System (SPBE) in Indonesia. [PDF]
Yulianto T, Saleh C, Noor I, Suryadi S.
europepmc +1 more source
Processing‐Centric Innovative Strategies for Protonic Ceramic Electrochemical Cells
This review reveals how processing‐centric fabrication strategies govern architecture, microstructure, and interfaces in protonic ceramic electrochemical cells (PCECs), establishing a framework that translates materials innovation into scalable PCEC technologies.
Dongyeon Kim +5 more
wiley +1 more source
Uncertainty aware and explainable construction cost prediction using a hybrid probabilistic learning model. [PDF]
Chen L +7 more
europepmc +1 more source

