Data-driven materials research enabled by natural language processing and information extraction

EA Olivetti, JM Cole, E Kim, O Kononova… - Applied Physics …, 2020 - pubs.aip.org
Given the emergence of data science and machine learning throughout all aspects of
society, but particularly in the scientific domain, there is increased importance placed on …

From NWChem to NWChemEx: Evolving with the computational chemistry landscape

K Kowalski, R Bair, NP Bauman, JS Boschen… - Chemical …, 2021 - ACS Publications
Since the advent of the first computers, chemists have been at the forefront of using
computers to understand and solve complex chemical problems. As the hardware and …

Managing the computational chemistry big data problem: the ioChem-BD platform

M Álvarez-Moreno, C de Graaf, N Lopez… - Journal of chemical …, 2015 - ACS Publications
We present the ioChem-BD platform (www. iochem-bd. org) as a multiheaded tool aimed to
manage large volumes of quantum chemistry results from a diverse group of already …

Avogadro: an advanced semantic chemical editor, visualization, and analysis platform

MD Hanwell, DE Curtis, DC Lonie… - Journal of …, 2012 - Springer
Abstract Background The Avogadro project has developed an advanced molecule editor
and visualizer designed for cross-platform use in computational chemistry, molecular …

Workflow engineering in materials design within the battery 2030+ project

J Schaarschmidt, J Yuan, T Strunk… - Advanced Energy …, 2022 - Wiley Online Library
In recent years, modeling and simulation of materials have become indispensable to
complement experiments in materials design. High‐throughput simulations increasingly aid …

Shared metadata for data-centric materials science

LM Ghiringhelli, C Baldauf, T Bereau, S Brockhauser… - Scientific Data, 2023 - nature.com
The expansive production of data in materials science, their widespread sharing and
repurposing requires educated support and stewardship. In order to ensure that this need …

Meta-analysis of viscosity of aqueous deep eutectic solvents and their components

G Gygli, X Xu, J Pleiss - Scientific reports, 2020 - nature.com
Deep eutectic solvents (DES) formed by quaternary ammonium salts and hydrogen bond
donors are a promising green alternative to organic solvents. Their high viscosity at ambient …

Drug discovery applications for KNIME: an open source data mining platform

MP Mazanetz, RJ Marmon… - Current topics in …, 2012 - ingentaconnect.com
Technological advances in high-throughput screening methods, combinatorial chemistry
and the design of virtual libraries have evolved in the pursuit of challenging drug targets …

Chemical markup, XML, and the World Wide Web. 4. CML schema

P Murray-Rust, HS Rzepa - Journal of chemical information and …, 2003 - ACS Publications
A revision to Chemical Markup Language (CML) is presented as a XML Schema compliant
form, modularized into nonchemical and chemical components. STMML contains generic …

Chemical information matters: an e-Research perspective on information and data sharing in the chemical sciences

CL Bird, JG Frey - Chemical Society Reviews, 2013 - pubs.rsc.org
Recently, a number of organisations have called for open access to scientific information
and especially to the data obtained from publicly funded research, among which the Royal …