IntegriLAB: a blockchain-enabled electronic lab notebook for reproducible neuroimaging research. [PDF]
Easmin R +4 more
europepmc +1 more source
Operation Limits of Integrated Photo‐Rechargeable Batteries
This study elucidates the operational limitations of integrated photo‐rechargeable batteries. We demonstrate that the photo‐charging process is fundamentally restricted not only by material‐to‐material energy level alignment but also by transient capacitive charge accumulation within the cathode framework.
Byung‐Man Kim +6 more
wiley +1 more source
The value of adding 'grey literature' in evidence synthesis for equity-driven global health: a case study from Small Island Developing States. [PDF]
Brugulat-Panés A +6 more
europepmc +1 more source
Mechanistically Interpretable Artificial Intelligence for Designing Oxygen Electrocatalysts
Mechanistically interpretable artificial intelligence screens nearly seven million perovskite compositions and identifies key descriptors—d‐p hybridization and densification resistance—that govern oxygen electrocatalysis. The discovered BaCo0.8Nb0.1Zr0.1O3‐δ achieves a record 2.68 W cm−2 peak power density at 600°C with over 500 h of durable operation ...
Xueyu Hu +15 more
wiley +1 more source
General ab initio framework for electronic-order-induced lattice-dynamics symmetry breaking. [PDF]
Zhang S, Wang M, Zhang P, Zhang T.
europepmc +1 more source
Data‐Driven Materials Science for Energy‐Sustainable Applications
Data‐driven approaches powered by artificial intelligence are transforming materials discovery for energy sustainability. This review examines how auto‐generated high‐quality materials databases and domain‐specific language models accelerate research in photovoltaics, thermoelectrics, batteries and magnetic materials. Applications involve extraction of
Jacqueline M. Cole
wiley +1 more source
ExplainTS: a benchmark dataset of pretrained models and <i>post-hoc</i> explanations for time-series classification. [PDF]
Mozolewski M, Bobek S, Nalepa GJ.
europepmc +1 more source
Tailoring Symmetry Breaking in Engineered van der Waals Superlattices
We pioneer a scheme to tailor superpotentials in graphene based on intrinsic substrate electronic orders rather than twist angle. The resulting superpotential folds graphene's Dirac cones to either Γ$\Gamma$ or K‐points, leading to distinct symmetry behaviors.
Keda Jin +7 more
wiley +1 more source
Interpretable side-aware kinematic-sEMG gait-state representations relevant to adaptive neurorobotic assistance after stroke: a public-dataset study. [PDF]
Calabrò RS +6 more
europepmc +1 more source

