An “Interface Reactor” strategy boosts simulation stability by 2–3 orders of magnitude, enabling stable 100 ns molecular dynamics of electrode‐electrolyte interfaces. Distinct SEI formation mechanisms are revealed: mixed co‐formation in carbonates versus surface‐energy‐controlled NaF crystallization in ethers. Metadynamics simulations further elucidate
Zhoulin Liu +6 more
wiley +1 more source
Deep forecasting architectures mirror ecological time scales in water quality prediction. [PDF]
Yu Y +7 more
europepmc +1 more source
Maximizing the Energy Output of Soft Electrohydraulic Generators
Many energy resources cannot be viably harvested with electromagnetic generators. This article evaluates the potential of soft electrohydraulic generators as an alternative approach for energy capture. An analytical model charts their operational limits and a rigorous experimental study results in new performance benchmarks with maximum specific energy
Sophie Kirkman +7 more
wiley +1 more source
Laboratory Experiment and Multivariate Regression Analysis of N<sub>2</sub> Huff-n-Puff in Developing Carbonate Reservoirs. [PDF]
Luo K +7 more
europepmc +1 more source
Unveiling the Taxonomic Diversity and Unprecedented Biosynthetic Treasure of the Phylum Myxococcota
Natural products remain vital sources of therapeutics, and the phylum Myxococcota constitutes an especially rich reservoir for them. Based on decades of microbiological efforts, we present 154 new Myxococcota genomes and revise taxonomy quadrupling the number of families and genera.
Amay Ajaykumar Agrawal +25 more
wiley +1 more source
A robust physics-constrained neural operator framework for efficient geothermal resource development. [PDF]
Xue Z, Bi J, Ma H, Sun Z, Chen Z.
europepmc +1 more source
Quantum Reservoir Computing for Time Series Prediction with Entangled Reservoirs
This paper explores the application of quantum reservoir computing (QRC) utilizing entangled quantum reservoirs for enhanced time series prediction. Traditional reservoir computing relies on randomly connected recurrent neural networks, often struggling to effectively capture complex temporal dependencies inherent in time series data.
openaire +1 more source
Groundwater Rise Sustains the World's Largest Alpine Water System Under Global Warming
Shallow groundwater depth (SGWD) across the non‐permafrost plains of the Qinghai–Xizang Plateau decreased at averagely 0.02 m year−1, adding 31.44 Gt of freshwater storage from 2000 to 2020 and sustaining ∼53 500 km2 of alpine ecosystems. A vadose‐zone capacity of 426.6 Gt reveals these aquifers as promising reservoirs, highlighting groundwater's ...
Jianqing Du +15 more
wiley +1 more source
Lithology Identification of Metamorphic Basement Reservoirs in the J Oilfield Using a Linear Discriminant Analysis-Assisted Supervised Self-Organizing Map. [PDF]
Wang Y, Liu K, Liu T.
europepmc +1 more source
VEGFR‐2 signaling in OSCC activates Src–STAT6‐dependent CSF2 transcription, driving tumor‐derived GM‐CSF secretion. GM‐CSF programs neutrophils to express PD‐L1 through STAT5–mTOR/S6K signaling, suppressing cytotoxic CD8+ T cells. This pathway reveals a tumor–neutrophil immune checkpoint circuit that limits anti‐PD‐1 responsiveness in OSCC.
Fangxing Zhu +13 more
wiley +1 more source

