Physical Intelligence in Small‐Scale Robots and Machines
“Physical intelligence” (PI) empowers biological organisms and artificial machines, especially at the small scales, to perceive, adapt, and even reshape their complex, dynamic, and unstructured operation environments. This review summarizes recent milestones and future directions of PI in small‐scale robots and machines.
Huyue Chen, Metin Sitti
wiley +1 more source
Screen gate‐based transistors are presented, enabling tunable analog sigmoid and Gaussian activations. The SA‐transistor improves MRI classification accuracy, while the GA‐transistor supports precise Gaussian kernel tuning for forecasting. Both functions are implemented in a single device, offering compact, energy‐efficient analog AI processing ...
Junhyung Cho +9 more
wiley +1 more source
Estimating soil erosion utilizing geospatial method and revised universal soil loss equation (RUSLE) of Abu Ghraibat Watershed, Eastern Misan Governorate, Iraq. [PDF]
Maaroof BF +11 more
europepmc +1 more source
This study demonstrates a self‐assembly process to generate free‐standing piezoelectric nanomembranes, forming ultracompact microtubular acoustic wave sensors and actuators. The miniaturized 3D piezoelectric platform reported in this work can be applied in telecommunication, energy harvesting, and acoustofluidics. Moreover, the 3D self‐assembly can add
Raphaël C. L‐M. Doineau +9 more
wiley +1 more source
An investigation into enhancing sand stability and minimizing dust emissions through bacterial treatment in arid regions. [PDF]
Tao H, Jiang P, Qu J, Huang Y.
europepmc +1 more source
In this work, low bandgap (≈1.55 eV) semitransparent perovskite solar cells (ST‐PSCs) having thin (thickness < ≈100 nm) perovskite layers and transparent conductive oxide‐based rear electrodes are fabricated using vacuum‐deposition methods. Two different ST‐PSCs demonstrated a high light utilization efficiency value of 4.2 (PCE: 9.26% and AVT: 45.3 ...
Abhyuday Paliwal +9 more
wiley +1 more source
Annual and sub-seasonal dynamics of a rapidly eroding permafrost coastline along the Beaufort Sea in northern Alaska. [PDF]
Ward Jones MK +6 more
europepmc +1 more source
Natural polymer composites for sustainable dust suppression: a soil mineralogy-guided chemical design. [PDF]
Yang D, Wang W, Zhu C.
europepmc +1 more source
Impact of Climate Variation on Land Use Land Cover Change in Kassala State, Sudan. [PDF]
Khalifa AESO, Adam HE, Musa FI.
europepmc +1 more source
Spatio-temporal land-use dynamics and landscape ecological risk assessment in an artificial oasis, Northwestern China. [PDF]
Song Q, Li L.
europepmc +1 more source

