Pengxu Pan

A color filter is the penetrable device adhering red, green, and blue organic color resists onto the surface of glass substrate for application of liquid crystal displays. It is fabricated by several technologies, including lithographic processes of coating, baking, exposing, etching, and rinsing. Inkjet printing technology has potentially implemented on the fabrication of the large-size panel with organic molecular film since this technology offers an efficient and steady production procedure. To achieve the basic specifications and requirements of high color performance, high color purity, high flatten, low reflective, and low production cost, inkjet printing technology will be seriously considered in the color filter manufacturing. Here we present the experimental results on physical and chromatic characteristics of color filters by implementing inkjet printing technology. To verify the chromatic characteristics of the resultant color filters, CIE 1931 chromaticity diagram is adopted to present the coordination of color distribution. For the green color ink, the results are x = 0.3095 ± 0.04, y = 0.5912 ± 0.04, brightness of Y = 58.887 for 50 droplets and x = 0.3103±0.04, y = 0.5784±0.04, brightness of Y = 60.328 for 41 droplets. For the blue color ink, the result is x = 0.1490 ± 0.04, y =0.1015±0.04, brightness of Y = 8.808. For the red color ink, the result is x = 0.572 ± 0.04, y = 0.320 ± 0.04, brightness of Y = 27.1.

Accurately identifying the synthesis conditions of metal-organic frameworks (MOFs) is essential for guiding experimental design, yet remains challenging because relevant information in the literature is often scattered, inconsistent, and difficult to interpret. We present MOFh6, a large-language-model-driven system that reads raw articles or crystal codes and converts them into standardized synthesis tables. It links related descriptions across paragraphs, unifies ligand abbreviations with full names, and outputs structured parameters ready for use. MOFh6 achieved 99% extraction accuracy, resolved 90.8% of abbreviation cases across five major publishers, and maintained a precision of 0.93 ± 0.01. Processing a full text takes 9.6s, locating synthesis descriptions 36 s, with 100 papers processed for 4.24$. By replacing static database lookups with real-time extraction, MOFh6 reshapes MOFs synthesis research, accelerating the conversion of literature knowledge into practical synthesis protocols, enabling scalable, data-driven materials discovery. • LLM-powered MOFh6 unifies fragmented synthesis knowledge into structured data. • Transforms MOF synthesis informatics with scalable and cost-efficient workflow. • End-to-end system supports literature mining, structure query, and MOFs visualization. • 7 × faster processing, 76% lower cost, advancing MOF synthesis information discover.