Advanced Intelligent Discovery, EarlyView.We report a novel interpretation method for deep learning models based on feature extraction and clustering. Applying this method to an atomistic line graph neural network (ALIGNN) model trained on optical absorption spectra of 2,681 inorganic compounds obtained from first‐principles calculations, we successfully identify key factors underlying ...
Akira Takahashi +3 more
wiley +1 more source
Electrode-Engineered Vertical MoS<sub>2</sub>/MoTe<sub>2</sub> Heterostructure for Self-Powered, Rapid, High-Sensitivity Broadband Photodetection. [PDF]
ACS OmegaWang H +8 more
europepmc +1 more source
Modular Electronic Microrobots With Onboard Sensor‐Program‐Steered Locomotion
Advanced Intelligent Systems, EarlyView.Modular electronic smartlet microrobots integrate ambient‐light energy harvesting, photodetection, programmable CMOS control, and bubble‐based actuation within a sub‐millimeter fold‐up architecture. A 58‐bit on‐board CMOS chiplet enables sensor–program steered switching between independently addressable actuators, achieving closed‐loop 2D navigation in
Vineeth K. Bandari +6 more
wiley +1 more source
Ultraviolet Photodetectors Based on 4H-SiC With Honeycomb-Like Light-Trapping Structures. [PDF]
Adv Sci (Weinh)Xiong H +7 more
europepmc +1 more source
Advanced Intelligent Systems, EarlyView.A physics‐guided deep learning framework, ParamNet, is introduced for the intelligent self‐inversion of vacuum optical tweezers. By fuzing dual‐branch time–frequency features with physical dynamical constraints, it achieves high‐accuracy calibration of trap parameters from short‐window, low‐frequency trajectories, outperforming traditional methods ...
Qi Zheng +4 more
wiley +1 more source
Scalable and Sustainable Dry Microfabrication Enabled by High-Precision and Wafer-Scale Transfer Lithography of Commercial Photoresists. [PDF]
Nanomicro LettGuo Q +7 more
europepmc +1 more source
Stacking ensemble machine learning for predicting photodetector performance under varying illumination intensities. [PDF]
Sci RepÖter A +4 more
europepmc +1 more source
Design and fabrication of a zero-bias visible light photodetector based on a coumarin-derived Schiff base thin film. [PDF]
RSC AdvSharma I +4 more
europepmc +1 more source
Advanced Physics Research, EarlyView.A correlation between thermal treatment and enhanced crystalline quality, surface morphology, and optical response. As annealing temperature increases, structural refinement (evidenced by phrase transition from hexagonal to cubic), and more defined morphology (seen via SEM), and improved optical absorption and bandgap tuning (UV–vis and PL spectra) are
Vanthini Nelson Adoons +2 more
wiley +1 more source
Spectral Response Modelling of Multilayer Graphene/Quantum Dot Heterostructures
Advanced Physics Research, EarlyView.The spectral response of a multilayer heterostructure device with multiple layers of graphene and photosensitizers of different bandgaps (ZnO and quantum dots) is simulated and validated with experimental data. Our simulation incorporates photon absorption by the photosensitizers and charge collection by graphene, capturing the photoresponse dependence
Ju Ying Shang +2 more
wiley +1 more source