A Multi‐Scale Machine Learning Framework for the Inverse Design of High Entropy Alloys
High‐entropy alloys offer vast potential for various applications, including electrocatalysis; however, their compositional complexity challenges conventional screening. We introduce an inverse‐design framework combining two neural networks to determine optimal compositions and reconstruct nanoparticle geometry from targeted properties and conventional
Mikael Takoutsin +14 more
wiley +1 more source
Quantum-Inspired Fast Algorithm and Circuit Realization for Constrained Combinatorial Optimization Problem. [PDF]
Chen H, Deng S, Chen T, Zhang X.
europepmc +1 more source
Detecting Anomalous Cell Behavior in Electrochemical Battery Testing Using Machine Learning
Machine‐learning‐based screening enables automated identification of anomalous battery cells from complementary electrochemical tests. A curated battery database supports configuration‐aware comparison of rate‐capability and impedance data. Supervised classification of rate‐test data achieves 90% accuracy, while CNN‐VAE‐based impedance analysis reaches
Minu Rose +7 more
wiley +1 more source
fastkqr: A Fast Algorithm for Kernel Quantile Regression. [PDF]
Tang Q, Gu Y, Wang B.
europepmc +1 more source
An all‐in‐one analog AI accelerator is presented, enabling on‐chip training, weight retention, and long‐term inference acceleration. It leverages a BEOL‐integrated CMO/HfOx ReRAM array with low‐voltage operation (<1.5 V), multi‐bit capability over 32 states, low programming noise (10 nS), and near‐ideal weight transfer.
Donato Francesco Falcone +11 more
wiley +1 more source
Optimal electric vehicle charging stations and distributed generation placement by partitioning the distribution network using the modified newman fast algorithm. [PDF]
Mohamed MAE, Gawish ANA, Metwally ME.
europepmc +1 more source
NOVIFAST: A Fast Algorithm for Accurate and Precise VFA MRI Mapping. [PDF]
Ramos-Llorden G +7 more
europepmc +1 more source
Laser‐Induced Graphene from Waste Almond Shells
Almond shells, an abundant agricultural by‐product, are repurposed to create a fully bioderived almond shell/chitosan composite (ASC) degradable in soil. ASC is converted into laser‐induced graphene (LIG) by laser scribing and proposed as a substrate for transient electronics.
Yulia Steksova +9 more
wiley +1 more source
FLASHQuant: A Fast Algorithm for Proteoform Quantification in Top-Down Proteomics. [PDF]
Kim J +5 more
europepmc +1 more source
Factors Affecting Speech Reception in Background Noise with a Vocoder Implementation of the FAST Algorithm. [PDF]
Hossain S, Goldsworthy RL.
europepmc +1 more source

