SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-026-4304-5
Comprehensive assessment of rehabilitation efficiency is essential for designing appropriate training programs for better musculoskeletal functional recovery. Existing contact-receptor-dependent rehabilitation assessment systems mostly focus on assessing the restoration of muscle function by evaluating grip strength or joint flexion angle; however, parameters reflecting neuromuscular synergistic function are always overlooked. Herein, we develop an ionoelastomer-based soft artificial electroreceptor (SAER) that integrates tele-perception and tactile sensation to track the rehabilitation process, collecting signals related to approaching speed and grip strength sequentially. The SAER uses polyurethane ionoelastomer incorporated with quasi-solid conductive salt as the electric field receptor, and is integrated on a rehabilitation-training ball after assembly to establish an untethered detection device; this enables the remote capture of hand approaching parameter within a 9 cm range, followed by the quantification of grip strength when contacting and grasping. Furthermore, a data-driven assessment system is established by integrating machine learning, which accurately classifies rehabilitation efficiency into six levels; it supports for rehabilitation evaluation and training programs adjustment. Overall, the SAER-based rehabilitation management system establishes a paradigm that synergistically evaluating parameters corresponding to neuromuscular functional restoration and holds strong potential for home-based active rehabilitation for minimizing dependence on frequent clinical supervision.
SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-025-3605-0
Nickel oxide (NiOx) is widely used as a hole transport material in inverted perovskite solar cells (PSCs). However, its practical application is limited by low intrinsic conductivity and insufficient hole extraction ability, leading to significant interfacial defects that reduce device efficiency and stability. To overcome these issues, two isomeric small organic molecules, 2,6-NOT and 1,5-NOT, were developed and introduced to modify NiOx. These isomers share the same structure but differ in the substitution positions of functional groups, resulting in distinct molecular planarity. Experimental results demonstrate that 1,5-NOT, featuring extended conjugation and enhanced planarity, more effectively enhances the hole extraction/transport capabilities and conductivity of NiOx compared to 2,6-NOT. The NiOx/1,5-NOT-based device achieves a remarkable power conversion efficiency (PCE) of 24.20%, along with excellent long-term stability, surpassing the NiOx control device (18.12%) and the 2,6-NOT-based device (21.87%). These findings indicate that modifying NiOx with small organic molecules significantly improves charge transport performance, and increasing molecular planarity is particularly beneficial for enhancing hole transport and reducing defect density, thereby increasing both efficiency and stability. This work provides a new strategy for NiOx modification via small organic molecules, offering a promising route to high-performance inverted PSCs.
SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-025-3963-5
Metal additive manufacturing (MAM) enables integrated one-piece fabrication of parts, high material utilization efficiency, and unparalleled design freedom. However, problems such as low production efficiency, difficulties in ensuring quality stability and defect control limit the large-scale industrial application of AM. In-situ active modulation for AM enables dynamic regulation of parts during the fabrication process, thereby enhancing the quality of the final fabricated parts without introducing extra processing steps. In-situ active regulation enables direct intervention during defect nucleation, providing better effectiveness than post-printing repairs while avoiding performance degradation risks associated with post-processing. Based on the difference of core factors directly affected during regulation, in-situ active regulation is categorized into the following. (1) Process and path parameter optimization, where regulation directly impacts manufacturing-related procedural rules. It is the simplest method of control and the preferred approach, with widespread attention focused on its effects on microstructure and mechanical properties. (2) Laser beam shaping, where regulation directly influences the energy carrier morphology. To address issues such as edge over-melting and localized energy deficiency caused by non-uniform energy distribution, laser beam shaping should be employed. (3) Additional physical field modulation achieved by superimposing supplementary physical fields. When optimal process and path parameters still fail to obtain the desired microstructure and mechanical properties, additional physical field control may be considered. Meanwhile, this work summarized the effects of different additional physical fields on the mechanical properties of various metallic base materials. The future trends of in-situ modulation in additive manufacturing are also discussed.
Journal of Fuel Chemistry and Technology•2026•DOI: 10.1016/S1872-5813(26)60685-8
Steam reforming of biomass-derived alcohols (ethanol, ethylene glycol, glycerol, etc.) represents a critical pathway for sustainable hydrogen energy systems. This review systematically examines recent advances in heterogeneous catalysis, elucidating structure-performance correlations between alcohol molecular structures and catalyst requirements. Ethanol is prone to dehydration and methanation side reactions, while ethylene glycol leverages its dihydroxy structure to enhance dehydrogenation and C–C cleavage, improving H2 selectivity. In contrast, glycerol suffers from intensified reaction network complexity and carbon-induced deactivation due to its trihydroxy configuration. The unified catalyst design strategy involves precisely modulating metal electronic structures (e.g., alloying/atomic-level dispersion) and support oxygen mobility (e.g., rare-earth modification) to synergistically optimize dehydrogenation and carbon resistance. Ni-based catalysts dominate owing to low cost and high C–C bond activation capability, yet their stability requires synergistic enhancement via alloying (Fe, Co, Cu, etc.) or rare-earth modification (Ce, Pr, La, etc.). Noble metal systems (Pt, Rh, Ir, etc.) exhibit low-temperature activity advantages, but are transitioning strategically toward single-atom catalysis and high-entropy-oxide-based multicomponent architectures under cost constraints. Future efforts are suggested to integrate in situ/operando characterization with theoretical modeling to uncover dynamic structure-activity relationships, establish elementary reaction databases for data-driven rational catalyst design, and achieve cross-scale catalyst-reactor synergy, thereby providing a scientific foundation for efficient sustainable hydrogen production.