Quantum Confinement in Electrospun Nanofiber Biosorbent Scaffolds for Energy Storage Electrodes

PROBLEM: Nanofiber electrodes can offer fast ion transport through an open mat, but embedding quantum dots and biosorbent in the fibers can change conductivity, fiber continuity, and how the mat handles repeated cycling. A design that improves one property while weakening another is hard to spot without a shared record that compares fiber recipes side by side. Energy-storage developers need that comparison before committing to a fabrication route.

SOLUTION: IBM Cloud Ideas would host a governed registry for quantum-confinement-tuned electrospun electrode scaffolds, linking each fiber recipe to its DFT binding model, its isotherm validation, and its deposition, curing, and regeneration energy budget. The workspace would require reuse and regeneration accounting for every recipe and keep low-temperature, water-based steps visible in the design.

EVIDENCE BASIS: DOCUMENTED — nanoscale semiconductors show size-tunable band gaps through quantum confinement; electrospun nanofiber scaffolds provide high-surface-area mats with biosorbent embedded in fibers; DFT is grounded in Hohenberg–Kohn 1964 and Kohn–Sham 1965, Nobel Prize 1998; biosorption uses qe = (C0 − Ce)V/m. Source: Hohenberg–Kohn 1964; Kohn–Sham 1965; standard biosorption textbooks.