Mining Insights on Metal–Organic Framework Synthesis from Scientific Literature Texts

Similarity of Precursors in Solid-State Synthesis as Text-Mined from Scientific Literature

(2020) Tanjin He et al.   CHEMISTRY OF MATERIALS

Text mining for processing conditions of solid-state battery electrolytes

(2020) Rubayyat Mahbub et al.   ELECTROCHEMISTRY COMMUNICATIONS

Capturing chemical intuition in synthesis of metal-organic frameworks

(2019) Seyed Mohamad Moosavi et al.   Nature Communications

Prediction of Synthesis of 2D Metal Carbides and Nitrides (MXenes) and Their Precursors with Positive and Unlabeled Machine Learning

(2019) Nathan C. Frey et al.   ACS Nano

A Machine Learning Approach to Zeolite Synthesis Enabled by Automatic Literature Data Extraction

(2019) Zach Jensen et al.   ACS Central Science

Named Entity Recognition and Normalization Applied to Large-Scale Information Extraction from the Materials Science Literature

(2019) Leigh Weston et al.   Journal of Chemical Information and Modeling

Unsupervised word embeddings capture latent knowledge from materials science literature

(2019) Vahe Tshitoyan et al.   NATURE

Shape‐Defined Hollow Structural Co‐MOF‐74 and Metal Nanoparticles@Co‐MOF‐74 Composite through a Transformation Strategy for Enhanced Photocatalysis Performance

(2019) Xin Deng et al.   Small

Learning To Predict Reaction Conditions: Relationships between Solvent, Molecular Structure, and Catalyst

(2019) Eric Walker et al.   Journal of Chemical Information and Modeling

A robotic platform for flow synthesis of organic compounds informed by AI planning

(2019) Connor W. Coley et al.   SCIENCE

Packaging and delivering enzymes by amorphous metal-organic frameworks

(2019) Xiaoling Wu et al.   Nature Communications

Text-mined dataset of inorganic materials synthesis recipes

(2019) Olga Kononova et al.   Scientific Data

Machine Learning Assisted Synthesis of Metal–Organic Nanocapsules

(2019) Yunchao Xie et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Porous Co–C Core–Shell Nanocomposites Derived from Co-MOF-74 with Enhanced Electromagnetic Wave Absorption Performance

(2018) Kaifeng Wang et al.   ACS Applied Materials & Interfaces

Text Mining Metal–Organic Framework Papers

(2018) Sanghoon Park et al.   Journal of Chemical Information and Modeling

Effect of surface charge status of amorphous porous coordination polymer particles on the adsorption of organic dyes from an aqueous solution

(2018) Run-Zhi Zhang et al.   JOURNAL OF COLLOID AND INTERFACE SCIENCE

Predicting reaction performance in C–N cross-coupling using machine learning

(2018) Derek T. Ahneman et al.   SCIENCE

Controlling an organic synthesis robot with machine learning to search for new reactivity

(2018) Jarosław M. Granda et al.   NATURE

Superlong Single-Crystal Metal–Organic Framework Nanotubes

(2018) Lianli Zou et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Organic synthesis in a modular robotic system driven by a chemical programming language

(2018) Sebastian Steiner et al.   SCIENCE

Using Machine Learning To Predict Suitable Conditions for Organic Reactions

(2018) Hanyu Gao et al.   ACS Central Science

Amorphous Cobalt Coordination Nanolayers Incorporated with Silver Nanowires: A New Electrode Material for Supercapacitors

(2017) Mingming Zhao et al.   PARTICLE & PARTICLE SYSTEMS CHARACTERIZATION

Machine-learned and codified synthesis parameters of oxide materials

(2017) Edward Kim et al.   Scientific Data

Temperature effect on the morphology and catalytic performance of Co-MOF-74 in low-temperature NH 3 -SCR process

(2016) Haoxi Jiang et al.   CATALYSIS COMMUNICATIONS

Supersonic cold spraying for zeolitic metal–organic framework films

(2016) Do-Yeon Kim et al.   CHEMICAL ENGINEERING JOURNAL

Machine-learning-assisted materials discovery using failed experiments

(2016) Paul Raccuglia et al.   NATURE

The Cambridge Structural Database

(2016) Colin R. Groom et al.   Acta Crystallographica Section B-Structural Science Crystal Engineering and Materials

ZIF-8: A comparison of synthesis methods

(2015) Yu-Ri Lee et al.   CHEMICAL ENGINEERING JOURNAL

Ensemble Positive Unlabeled Learning for Disease Gene Identification

(2014) Peng Yang et al.   PLoS One

A bagging SVM to learn from positive and unlabeled examples

(2013) F. Mordelet et al.   PATTERN RECOGNITION LETTERS

Positive-unlabeled learning for disease gene identification

(2012) Peng Yang et al.   BIOINFORMATICS

Hydrothermal synthesis of zeolitic imidazolate framework-67 (ZIF-67) nanocrystals

(2012) Junfeng Qian et al.   MATERIALS LETTERS

Rapid synthesis of zeolitic imidazolate framework-8 (ZIF-8) nanocrystals in an aqueous system

(2011) Yichang Pan et al.   CHEMICAL COMMUNICATIONS

Metal–organic framework (MOF) aerogels with high micro- and macroporosity

(2009) Martin R. Lohe et al.   CHEMICAL COMMUNICATIONS