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Title: EXSCLAIM!: Harnessing materials science literature for self-labeled microscopy datasets

Journal Article · · Patterns

Not Available

Sponsoring Organization:
USDOE Office of Science (SC), Basic Energy Sciences (BES)
Grant/Contract Number:
AC02-06CH11357; AC02-05CH11231
OSTI ID:
2007987
Alternate ID(s):
OSTI ID: 2513844
Journal Information:
Patterns, Journal Name: Patterns Journal Issue: 11 Vol. 4; ISSN 2666-3899
Publisher:
ElsevierCopyright Statement
Country of Publication:
United States
Language:
English

References (42)

Big Data Analytics for Scanning Transmission Electron Microscopy Ptychography journal May 2016
ImageDataExtractor: A Tool To Extract and Quantify Data from Microscopy Images journal November 2019
Compound image segmentation of published biomedical figures journal October 2017
Beads-Milling of Waste Si Sawdust into High-Performance Nanoflakes for Lithium-Ion Batteries journal February 2017
Mastering the game of Go with deep neural networks and tree search journal January 2016
ChemDataExtractor: A Toolkit for Automated Extraction of Chemical Information from the Scientific Literature journal October 2016
Colloidal analogues of polymer chains, ribbons and 2D crystals employing orientations and interactions of nano-rods dispersed in a nematic liquid crystal journal March 2019
Near-infrared light and tumor microenvironment dual responsive size-switchable nanocapsules for multimodal tumor theranostics journal September 2019
Towards Automatic Construction of Diverse, High-Quality Image Datasets journal June 2020
Revealing the mechanism of extraordinary hardness without compensating the toughness in a low alloyed high carbon steel journal January 2020
Big–deep–smart data in imaging for guiding materials design journal September 2015
Electron beam irradiated silver nanowires for a highly transparent heater journal December 2015
Structured literature image finder: Parsing text and figures in biomedical literature journal July 2010
Unsupervised word embeddings capture latent knowledge from materials science literature journal July 2019
Looking through glass: Knowledge discovery from materials science literature using natural language processing journal July 2021
Decoding crystallography from high-resolution electron imaging and diffraction datasets with deep learning journal October 2019
MatSciBERT: A materials domain language model for text mining and information extraction journal May 2022
Comparison of the predicted and observed secondary structure of T4 phage lysozyme journal October 1975
Two-Dimensional Bipyramid Plasmonic Nanoparticle Liquid Crystalline Superstructure with Four Distinct Orientational Packing Orders journal January 2016
In-plane Aligned Colloidal 2D WS2 Nanoflakes for Solution-Processable Thin Films with High Planar Conductivity journal June 2019
Machine-learned and codified synthesis parameters of oxide materials journal September 2017
Plot2Spectra: an automatic spectra extraction tool journal January 2022
Virtual screening of inorganic materials synthesis parameters with deep learning journal December 2017
A picture is worth a thousand words: applying natural language processing tools for creating a quantum materials database map journal October 2019
Reclamation of hexavalent chromium using catalytic activity of highly recyclable biogenic Pd(0) nanoparticles journal January 2020
Uniform yolk-shell iron sulfide–carbon nanospheres for superior sodium–iron sulfide batteries journal October 2015
Materials Data Science: Current Status and Future Outlook journal July 2015
The first annotated set of scanning electron microscopy images for nanoscience journal August 2018
Well-Constructed Single-Layer Molybdenum Disulfide Nanorose Cross-Linked by Three Dimensional-Reduced Graphene Oxide Network for Superior Water Splitting and Lithium Storage Property journal March 2015
Text-mined dataset of gold nanoparticle synthesis procedures, morphologies, and size entities journal May 2022
A data ecosystem to support machine learning in materials science journal October 2019
OPTIMOL: Automatic Online Picture Collection via Incremental Model Learning journal July 2009
Sub-Ångstrom electric field measurements on a universal detector in a scanning transmission electron microscope journal August 2018
Automatic separation of compound figures in scientific articles journal December 2016
Structure and vacancy distribution in copper telluride nanoparticles influence plasmonic activity in the near-infrared journal March 2017
The Materials Data Facility: Data Services to Advance Materials Science Research journal July 2016
Auto-generated materials database of Curie and Néel temperatures via semi-supervised relationship extraction journal June 2018
Harvesting Image Databases from the Web journal April 2011
Direct imaging of light-element impurities in graphene reveals triple-coordinated oxygen journal October 2019
Colloidal lead halide perovskite nanocrystals: synthesis, optical properties and applications journal November 2016
UHCSDB: UltraHigh Carbon Steel Micrograph DataBase: Tools for Exploring Large Heterogeneous Microstructure Datasets journal May 2017
Three-dimensional open nano-netcage electrocatalysts for efficient pH-universal overall water splitting journal October 2019

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