ArticleScientific data2019
Comparative dataset of experimental and computational attributes of UV/vis absorption spectra.
Article in Scientific data, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
34 citing papers in PubMed.
- Data-Driven Materials Science for Energy-Sustainable Applications.Advanced materials (Deerfield Beach, Fla.) · 2026Review
- Combating multidrug-resistant pathogens, breast cancer (MCF-7) and hepatocellular carcinoma (HepG2) using biofabricated zinc oxide nanoparticles.Scientific reports · 2026Article
- A conformational benchmark for optical property prediction with solvent-aware graph neural networks.Communications chemistry · 2026Article
- Data-Driven Recommendation of Optimal Tuning Scheme for Range-Separated Hybrid Functionals in Solution-Phase UV/Vis Absorption Energy Prediction.Journal of chemical theory and computation · 2025Article
- Computational Evaluation of the Use of Fluorescein Isothiocyanate as a Preliminary Test for Amphetamines and Cathinones.ACS omega · 2025Article
- A modular artificial intelligence framework to facilitate fluorophore design.Nature communications · 2025Article
- MechBERT: Language Models for Extracting Chemical and Property Relationships about Mechanical Stress and Strain.Journal of chemical information and modeling · 2025Article
- N-Aromatic Complexation in Tetraphenyl Porphyrin Iron (III)-Pyridine: Evidence of Spin-Flip via Gas-Phase Electronic Spectroscopy.Chemphyschem : a European journal of chemical physics and physical chemistry · 2024Article
- A database overview of metal-coordination distances in metalloproteins.Acta crystallographica. Section D, Structural biology · 2024Article
- Automatic Prediction of Peak Optical Absorption Wavelengths in Molecules Using Convolutional Neural Networks.Journal of chemical information and modeling · 2024Article
- Extracting accurate materials data from research papers with conversational language models and prompt engineering.Nature communications · 2024Article
- Structured information extraction from scientific text with large language models.Nature communications · 2024Article
- Snowball 2.0: Generic Material Data Parser for ChemDataExtractor.Journal of chemical information and modeling · 2023Article
- Two excited-state datasets for quantum chemical UV-vis spectra of organic molecules.Scientific data · 2023Article
- DECIMER.ai: an open platform for automated optical chemical structure identification, segmentation and recognition in scientific publications.Nature communications · 2023Article
- The efficacy of different implant surface decontamination methods using spectrophotometric analysis: anJournal of periodontal & implant science · 2023Article
- DigiMOF: A Database of Metal-Organic Framework Synthesis Information Generated via Text Mining.Chemistry of materials : a publication of the American Chemical Society · 2023Article
- OpticalBERT and OpticalTable-SQA: Text- and Table-Based Language Models for the Optical-Materials Domain.Journal of chemical information and modeling · 2023Article
- Data-driven discovery of molecular photoswitches with multioutput Gaussian processes.Chemical science · 2022Article
- BatteryDataExtractor: battery-aware text-mining software embedded with BERT models.Chemical science · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
The ability to auto-generate databases of optical properties holds great prospects in data-driven materials discovery for optoelectronic applications. We present a cognate set of experimental and computational data that describes key features of optical absorption spectra. This includes an auto-generated database of 18,309 records of experimentally determined UV/vis absorption maxima, λ
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.