Fire–Moisture Interactions Shape Recovery Trajectories Across Temperate Vegetation Communities
Future recovery from fire will be governed not only by characteristics of the fire itself and those of the affected vegetation community, but also by the extent to which these characteristics interact with prevailing hydro‐climatic conditions. Favourable soil moisture conditions post‐fire increase the likelihood that ecosystems will recover to a stable
Emily K. Simpson +3 more
wiley +1 more source
Facial emotion-based movie recommendation system using optimized compound scaling neural network with polynomial and RBF kernels. [PDF]
Esther Jeba D +2 more
europepmc +1 more source
Miners' Reward Elasticity and Stability of Competing Proof‐of‐Work Cryptocurrencies
ABSTRACT Proof‐of‐Work cryptocurrencies employ miners to sustain the system through algorithmic reward adjustments. We develop a stochastic model of the multicurrency mining and identify conditions for stable transaction speeds. Bitcoin's algorithm requires hash supply elasticity <$<$1 for stability, while ASERT remains stable for any elasticity and ...
Kohei Kawaguchi +2 more
wiley +1 more source
A Lightweight Frozen Multi-Convolution Dual-Branch Network for Efficient sEMG-Based Gesture Recognition. [PDF]
Wu S, Lv Z, Li Y, Fang C, You T, Gui J.
europepmc +1 more source
A Comparative Review of Specification Tests for Diffusion Models
Summary Diffusion models play an essential role in modelling continuous‐time stochastic processes in the financial field. Therefore, several proposals have been developed in the last decades to test the specification of stochastic differential equations.
A. López‐Pérez +3 more
wiley +1 more source
Non-Markovian Entropy Dynamics in Living Systems from the Keldysh Formalism. [PDF]
Liu F, Guo M, Tan H, Wang Y.
europepmc +1 more source
Medical Knowledge Integration Into Reinforcement Learning Algorithms for Dynamic Treatment Regimes
Summary The goal of precision medicine is to provide individualised treatment at each stage of chronic diseases, a concept formalised by dynamic treatment regimes (DTR). These regimes adapt treatment strategies based on decision rules learned from clinical data to enhance therapeutic effectiveness.
Sophia Yazzourh +3 more
wiley +1 more source
A Review of Deep Learning Methods for Irregularly Sampled Medical Time Series Data. [PDF]
Sun C +5 more
europepmc +1 more source
Sleep‐Related Attentional Bias in Insomnia: A Drift Diffusion Model Approach
ABSTRACT Cognitive models propose that insomnia is maintained in part by selective attention to sleep‐related information, yet reaction‐time indices alone offer limited mechanistic specificity. We investigated sleep‐related attentional bias in adolescents and young adults with insomnia disorder (n = 201; aged 15–24 years; DSM‐5) using a sleep‐related ...
Isla Tsz Kwan Hui +12 more
wiley +1 more source
A Hierarchical Multi-Resolution Self-Supervised Framework for High-Fidelity 3D Face Reconstruction Using Learnable Gabor-Aware Texture Modeling. [PDF]
Mareo P, Fooprateepsiri R.
europepmc +1 more source

