Advanced Intelligent Systems, EarlyView.A lightweight machine learning (ML)‐based thermal prediction framework is demonstrated and implemented on a field‐programmable gate array (FPGA). Using measured temperature data from a real chiplet, the approach enables real‐time, die‐level heat‐map inference with low power consumption, validating practical on‐chip thermal monitoring for advanced ...
Jun Ho Lee +4 more
wiley +1 more source
Multiscale study of memory type simple ratio estimators in two stage sampling under exponentially weighted moving averages. [PDF]
PLoS OneMinhas KS, Semary HE, Jabeen R, Zaka A.
europepmc +1 more source
GraphNeuralCloth: A Graph‐Neural‐Network‐Based Framework for Non‐Skinning Cloth Simulation
Advanced Intelligent Systems, EarlyView.This study presents a cloth motion capture system and a point‐cloud‐to‐mesh processing method to support the prediction of real‐world fabric deformation. GraphNeuralCloth, a graph neural‐network (GNN)‐based framework is also proposed to estimate the cloth morphology change in real time.
Yingqi Li +9 more
wiley +1 more source
Solar Flow Synthesis of Polymer Nanoparticles: Scaling Local Experiments to Global Potential
Angewandte Chemie, EarlyView.The large‐scale sunlight‐induced photochemical synthesis of polymer nanoparticles based on the Diels–Alder step‐growth polymerization of a bismaleimide and a difunctional o‐methylbenzaldehyde in a self‐built solar flow reactor is introduced. Furthermore, a framework is established to translate sunlight‐driven experimental results globally—validated in ...
Jochen A. Kammerer +7 more
wiley +2 more sources
Enhancing interpretability for Bayesian basket trial designs by effective sample size. [PDF]
BMC Med Res MethodolChen X +5 more
europepmc +1 more source
Slip‐Adaptive Neural Control of Gecko‐Inspired Adhesive Robots
Advanced Intelligent Systems, EarlyView.This study introduces a neural adhesion controller to improve the stability of gecko‐inspired climbing robots. By integrating an echo state network and a multilayer perceptron, the system utilizes joint torque feedback to accurately estimate adhesion in both normal and shear directions and predict slips. This enables effective recovery from slip events,
Donghao Shao +3 more
wiley +1 more source
Fine-grained causal effect estimation of learning resources via dynamic causal heterogeneous graph neural networks. [PDF]
Sci RepRen Y, Chen Z, Jiang X, Du Z.
europepmc +1 more source
American Journal of Medical Genetics Part B: Neuropsychiatric Genetics, EarlyView.ABSTRACT In epidemiological studies, obsessive‐compulsive disorder (OCD) is robustly associated with increased risk of cardiometabolic disorders, including cardiovascular diseases, type 2 diabetes, and obesity. However, the mechanisms behind these associations are unclear. We conducted genetic correlation analyses to explore shared genetic etiology and
Robyn E. Wootton +217 more
wiley +1 more source
Hybrid PCA-Based and Machine Learning Approaches for Signal-Based Interference Detection and Anomaly Classification Under Synthetic Data Conditions. [PDF]
Sensors (Basel)Čikovský S, Šváb P, Hanák P.
europepmc +1 more source
Atmospheric stability sets maximum moist heat and convection in the midlatitudes. [PDF]
Sci AdvLi F, Tamarin-Brodsky T.
europepmc +1 more source