Causal‐Guided Ultra‐Long‐Term Time Series Forecasting Via Anticipated Covariates
Often treated as unknown, information from the future remains underutilized.We demonstrate that in a coupled dynamical system, providing the future state of the effect enables accurate forecasting of the cause for a long timesteps. A time series forecasting paradigm that introduces anticipated covariates to represent such known future states is ...
Jintong Zhao +4 more
wiley +1 more source
Assessing Quality and Safety: Mineral and Metal Content in Local and Imported Honey From Dhaka City. [PDF]
Akter M +6 more
europepmc +1 more source
Stromal Regulation of Tumor Perineural Invasion: A Multicellular and Neuro‐Ecological Perspective
This review reframes perineural invasion (PNI) as a dynamic, multicellular process within the tumor–nerve–stromal ecosystem. The authors delineate how cancer‐associated fibroblasts, Schwann cells, and immune cells remodel the neural niche to facilitate tumor spread.
Xiaoyang Lin +4 more
wiley +1 more source
Assessment of boron accumulation and pollution levels and their relation to soil classification. [PDF]
Koca YK +6 more
europepmc +1 more source
Eligibility flow and real‐world AMD burden in the UKB retinal imaging cohort and TMUEH external‐validation cohort. Overview of the ORBIT‐AMD architecture, integrating retinal representation pretraining, bilateral eye‐graph modeling and concept bottleneck learning to support ordered risk, bilateral context, interpretable lesion concepts, longitudinal ...
Xuehao Cui +3 more
wiley +1 more source
Baseline Oral Behaviours in Relation to Follow-Up Temporomandibular Joint Disease Severity After Intra-Articular I-PRF: A Baseline-Adjusted Exploratory Cohort Study. [PDF]
Sielski M +5 more
europepmc +1 more source
This paper reviews the physics of liquid metals in RF devices, including the influence of mechanical strain on resonance as well as fabrication methods and strategies for designing tunable and strain‐tolerant inductors, capacitors, and antennas.
Md Saifur Rahman, William J. Scheideler
wiley +1 more source
Elucidating the burden of dual-sensory impairment in community-based older individuals in a multi-ethnic society. [PDF]
Nooteboom I +12 more
europepmc +1 more source
Ising machines are emerging as specialized hardware solvers for computationally hard optimization problems. This review examines five major platforms—digital CMOS, analog CMOS, emerging devices, coherent optics, and quantum systems—highlighting physics‐rooted advantages and shared bottlenecks in scalability and connectivity.
Hyunjun Lee, Joon Pyo Kim, Sanghyeon Kim
wiley +1 more source
Ambient AI Scribe Implementation in an Ambulatory Setting in a Single Medical Group: Prospective Study. [PDF]
Harvey CJ +4 more
europepmc +1 more source

