Machine Learning‐Assisted Inverse Design of Soft and Multifunctional Hybrid Liquid Metal Composites
A machine learning framework is presented for inverse design of synthesizable multifunctional composites containing both liquid metal and solid inclusions. By integrating physics‐based modeling, data‐driven prediction, and Bayesian optimization, the approach enables intelligent design of experiments to identify optimal compositions and realize these ...
Lijun Zhou +5 more
wiley +1 more source
Interactive text-guided image segmentation via vision Mamba and large language models. [PDF]
Meng Y, Sun H, Jiang W.
europepmc +1 more source
This paper presents a digital microfluidics‐based technique for transferring and reconfiguring soft nanomembranes. Laser‐machined nanothin membranes are picked up, transported, and aligned via tailored surface tension and the actuation of water droplets, enabling the development of flexible electronics, the integration of functional materials on 3D ...
Quang Anh Nguyen +15 more
wiley +1 more source
EMP: Enhanced Multi-modal Prediction for fashion sales using Fourier Mapping and ERP-based contrastive learning. [PDF]
Park S, Park B, Lee S, Shin S, Kim W.
europepmc +1 more source
A hybrid transformer-BiLSTM model optimized with Firefly Algorithm for network traffic anomaly detection. [PDF]
Luo D +5 more
europepmc +1 more source
Sparse identification of nonlinear dynamics and Koopman operators with Shallow Recurrent Decoder Networks. [PDF]
Gao ML, Williams JP, Kutz JN.
europepmc +1 more source
Securing space domain awareness overview: decisions in the nick of time. [PDF]
Benchoubane N, Karabulut Kurt G.
europepmc +1 more source
PlantPathNet: a novel network based on cross-layer feature integration for plant disease classification. [PDF]
Sönmez DP, Kılıç Ş.
europepmc +1 more source
A philosophical treatise on information, consciousness, and the architecture of perceived reality. [PDF]
Martin PA.
europepmc +1 more source

