Task-Incremental Learning for Drone Pilot Identification Scheme. [PDF]
Sensors (Basel), 2023 Han L, Zhong X, Zhang Y.
europepmc +1 more source
Heuristically Adaptive Diffusion‐Model Evolutionary Strategy
Advanced Science, EarlyView.Building on the mathematical equivalence between diffusion models and evolutionary algorithms, researchers demonstrate unprecedented control over evolutionary optimization through conditional diffusion. By training diffusion models to associate parameters with specific traits, they can guide evolution toward solutions exhibiting desired behaviors ...
Benedikt Hartl +3 more
wiley +1 more source
Incremental Learning for Online Data Using QR Factorization on Convolutional Neural Networks. [PDF]
Sensors (Basel), 2023 Kim J, Lee W, Baek S, Hong JH, Lee M.
europepmc +1 more source
AI‐Optimized Vanadium Oxide Multilayers for More Than 20‐fold Enhancement in Bolometric Performance
Advanced Science, EarlyView.Machine‐learning‐optimized WxV1‐xOy multilayer thin films with graded doping achieve a high TCR (7.3 % K−1), reduced hysteresis, and low noise under CMOS‐compatible growth conditions. This approach overcomes the long‐standing trade‐off in microbolometers between linear response and performance, offering a universal bolometric parameter greatly enhanced
Jin‐Hyun Choi +8 more
wiley +1 more source
Class incremental learning of remote sensing images based on class similarity distillation. [PDF]
PeerJ Comput Sci, 2023 Shen M, Chen D, Hu S, Xu G.
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In Situ Characterisation of Hydrogels via Dynamic Interface Printing
Advanced Science, EarlyView.ABSTRACT Hydrogels have become pivotal materials for tissue engineering, robotics, biomedical devices, and sensing applications due to their diverse material compositions and tunable mechanical properties. While significant effort has focused on developing novel manufacturing approaches such as extrusion bioprinting and light‐based fabrication methods,
Callum Vidler +2 more
wiley +1 more source
Incremental Learning of Goal-Directed Actions in a Dynamic Environment by a Robot Using Active Inference. [PDF]
Entropy (Basel), 2023 Matsumoto T, Ohata W, Tani J.
europepmc +1 more source
On the Origins of Toughness in Corymbia calophylla (Marri Tree) Nuts
Advanced Science, EarlyView.We uncover the natural toughening mechanisms of the marri nut, including fiber pullout, crack deflection, and a viscoelastic matrix, which enable exceptional energy absorption and ductility comparable to Teflon, with an elastic modulus similar to acrylic.
Wegood M. Awad +7 more
wiley +1 more source
ELM-KL-LSTM: a robust and general incremental learning method for efficient classification of time series data. [PDF]
PeerJ Comput Sci, 2023 Zhou Q, Wang ZY, Huang L.
europepmc +1 more source
Advanced Science, EarlyView.This study investigates how the internal structure of fiber‐reinforced ceramic composites affects their resistance to damage. By combining 3D X‐ray imaging with acoustic emission monitoring during mechanical testing, it reveals how silicon distribution influences crack formation.
Yang Chen +7 more
wiley +1 more source