Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.
DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.
Designing humidity-driven actuators with rapid, programmable motion remains challenging due to limited responsiveness and poor mechanical integrity in conventional materials. Here, we demonstrate a strategy that transforms one-dimensional (1D) cellulose nanofibers (CNFs) into mechanically robust two-dimensional films through premodification, which simultaneously directs the controlled growth of covalent organic frameworks (COFs) to produce tunable, moisture-responsive surfaces. Fourier transform infrared spectroscopy , ζ-potential, scanning electron microscopy, X-ray diffraction, and X-ray photoemission spectroscopy analyses confirm uniform modification and distinct COF nanostructures: covalent anchoring on reactive CNFs generates vertically aligned nanoflakes, whereas electrostatic catalysis on charged CNFs yields densely packed nanorods. The resulting COF@CNF films exhibit enhanced tensile strength (∼230 MPa vs 150 MPa for pristine CNFs), folding endurance (up to 1.6 × 104 cycles vs under 4 × 103 cycles on COF@polypropylene), and hydrophobicity (∼110°) while maintaining flexibility. Asymmetric COF deposition enables programmable humidity-driven bending and complex motions, including self-oscillation and S-shaped deformation. This work illustrates how the precise nanoscale design of 1D building blocks drives emergent bulk properties, offering a versatile platform for high-performance, programmable actuators.