Origami‐Inspired Structural Design for Aquatic‐Terrestrial Amphibious Robots
This work presents a lightweight amphibious origami robot actuated by a single shape memory alloy wire. A rigid foldable origami structure with displacement amplification enables efficient terrestrial crawling and aquatic swimming. The addition of fan‐shaped units allows controllable turning in both environments.
Weiqi Liu +5 more
wiley +1 more source
CNNAttLSTM: an attention-enhanced CNN-LSTM architecture for high-precision jackfruit leaf disease classification. [PDF]
Tuteja G +7 more
europepmc +1 more source
Data‐Driven Bulldozer Blade Control for Autonomous Terrain Leveling
A simulation‐driven framework for autonomous bulldozer leveling is presented, combining high‐fidelity terramechanics simulation with a neural‐network‐based reduced‐order model. Gradient‐based optimization enables efficient, low‐level blade control that balances leveling quality and operation time.
Harry Zhang +5 more
wiley +1 more source
A lightweight and generalizable deep learning framework for early detection of rice leaf diseases in complex field environments. [PDF]
Zhang C, Hao X, Liang J, Li L, Li W.
europepmc +1 more source
A carbon nanotube‐based biopesticide system (BioCNTs) enables efficient delivery and systemic movement of RNAi molecules to control major tomato viruses. By integrating shRNA and tRNA‐like structures (TLS) with BioCNTs, this green and scalable approach achieves long‐term silencing and high antiviral efficacy through simple foliar spraying.
Xuedong Liu +7 more
wiley +1 more source
Deep learning framework for timely detection and classification of chili leaf diseases and pests. [PDF]
Kanaparthi KR, Ilango SS.
europepmc +1 more source
Hyperelastic Starch Hydrogel Configures Edible and Biodegradable All‐Components for Soft Robots
Hyperelastic starch hydrogel is tailored via a phase separation strategy of solvent‐antisolvent co‐modulation. The mechanical performance of starch hydrogel is widely tuned with maximum strains: 194.4–361.4%; maximum tensile stresses: 34–192 kPa; and Young's moduli: 36.0–205.8 kPa. Notably, the hydrogel achieves complete soil degradation within 24 days
Siyu Yao +7 more
wiley +1 more source
Genome-wide association studies on leaf midrib architecture in maize. [PDF]
Dang D +7 more
europepmc +1 more source
Top‐Down Fabricated Wood‐Derived Pressure and Strain Sensors: A Review
This review focuses on wood‐derived pressure/strain sensors fabricated via top‐down strategies. It analyzes wood's structural composition, examines processing techniques, discusses sensor types and sensing mechanisms, and reviews existing research. The article concludes with future directions for enhancing performance and scalability.
Yi Ren +8 more
wiley +1 more source
Unraveling the multifaceted roles of SPL transcription factors in leaf development. [PDF]
Ritonga FN +5 more
europepmc +1 more source

