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
Evidence asymmetry in Australian public spending: why health alone cannot bear a higher burden of proof. [PDF]
Lee L +4 more
europepmc +1 more source
Exceptional Antimodes in Multi‐Drive Cavity Magnonics
Driven‐dissipative cavity‐magnonics provides a flexible platform for engineering non‐Hermitian physics such as exceptional points. Here, using a four‐port, three‐mode system with controllable microwave interference, antimodes and coherent perfect extinction (CPE) are realized, enabling active tuning to antimode exceptional points.
Mawgan A. Smith +4 more
wiley +1 more source
Linguistic-cultural particularity of precedent texts
Šio straipsnio tikslas - aptarti kai kuriuos precedentinių tekstų bruožus ir nusakyti jų lingvokultūrinę specifiką. Precedentiniais straipsnyje vadinami tokie tekstai, kurie yra žinomi ir svarbūs kurios nors kultūrinės bendrijos atstovams, atspindi jų ...
Papaurėlytė-Klovienė, Silvija
core
Focusing on legal cases: Automatic classification of legal documents with sentence embeddings and deep learning models. [PDF]
Alarfaj FK.
europepmc +1 more source
Implications of Transient Negative Capacitance Effect in Ferroelectric Polarization Dynamics
Transient voltage artifacts observed during ferroelectric switching are shown to originate from measurement circuitry rather than intrinsic negative capacitance. By correlating switching current, time scale, and series resistance, this work establishes practical design rules for reliable pulse‐switching experiments and circuit integration of ...
Marin Alexe
wiley +1 more source
Commentary: RNA transcripts in salivary extracellular vesicle cargo isolated from aged populations. [PDF]
Yin L.
europepmc +1 more source
A CMOS‐compatible ferroelectric transistor harnesses the interplay between stable gate polarization memory and volatile non‐quasi‐static channel charge dynamics to emulate how biological synapses regulate their own plasticity. This brain‐inspired dual‐memory mechanism, realized in a single device, enables a physical reservoir computer that solves ...
Yifan Wang +8 more
wiley +1 more source
Theorizing Precedent in International Law
Precedent presents a puzzle for international law. As a matter of doctrine, judicial decisions construing international law are not-in-and-of themselves law. They are not binding on future parties in future cases, even before the same tribunal.
Cohen, Harlan G
core
Multimodal deep learning for international investment arbitration outcome prediction and bilateral investment agreement negotiation strategy optimization. [PDF]
Wu H, Xu J.
europepmc +1 more source

