FAK signaling drives chemoresistance and tumor evolution in pancreatic ductal adenocarcinoma. The FAK inhibitor IN10018 restores gemcitabine sensitivity by inducing SLC7A11‐mediated ferroptosis through the PI3K‐Akt pathway and remodeling the tumor microenvironment, reducing mesenchymal components while enhancing CD8+ T‐cell infiltration in preclinical ...
Yingjin Wang +11 more
wiley +1 more source
Multi-objective economic energy management strategy in thermal and electrical grids with energy hubs including renewable units and storage systems. [PDF]
Mesloub A +7 more
europepmc +1 more source
A physics‐based framework resolving graphite phase‐separation dynamics establishes a predictive, degradation‐aware fast‐charging methodology for commercial Li‐ion batteries. The resulting model‐informed protocol achieves 20%–80% state‐of‐charge in 14 min while matching the long‐term degradation of a commercial 25‐minute EV strategy.
Marco Lagnoni +10 more
wiley +1 more source
TimesNet-BFT: Mitigating Network State Uncertainty in Byzantine Consensus via Deep Temporal Modeling. [PDF]
Wang H, Liu H, Liu Y, Ma H, Gao P.
europepmc +1 more source
WS2‐based in‐memory sensing reservoir computing integrates sensing, memory, and computation in one compact device. It achieves ∼94% N‐MNIST, ∼93% eye motion perception, and ∼89% speech recognition with ultra‐low energy (∼25.5 fJ/spike). The system shows stability at 95% humidity, endurance over 1.5M cycles, and supports synaptic plasticity, enabling ...
Dayanand Kumar +9 more
wiley +1 more source
Enhancing autonomous agriculture control systems in greenhouses for sustainable resource usage using deep learning techniques. [PDF]
Hindi I +3 more
europepmc +1 more source
A novel distributed gradient algorithm for composite constrained optimization over directed network. [PDF]
Ou M, Zhang H, Yan Z, Yang Z, Ran H.
europepmc +1 more source
Reinforcement learning-based control co-design of digital twin-enabled full-vehicle active suspension systems. [PDF]
Tsai YK, Chen YP, Karkaria V, Chen W.
europepmc +1 more source
Accelerated Stochastic Conjugate Gradient for a class of convex optimization. [PDF]
He L, Du Y.
europepmc +1 more source
Multi-agent coordination and uncertainty adaptation in deep learning-assisted hierarchical optimization for renewable-dominated distribution networks. [PDF]
Zheng Y +7 more
europepmc +1 more source

