Materials Map

Discover the materials research landscape. Find experts, partners, networks.

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The Materials Map is an open tool for improving networking and interdisciplinary exchange within materials research. It enables cross-database search for cooperation and network partners and discovering of the research landscape.

The dashboard provides detailed information about the selected scientist, e.g. publications. The dashboard can be filtered and shows the relationship to co-authors in different diagrams. In addition, a link is provided to find contact information.

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Materials Map under construction

The Materials Map is still under development. In its current state, it is only based on one single data source and, thus, incomplete and contains duplicates. We are working on incorporating new open data sources like ORCID to improve the quality and the timeliness of our data. We will update Materials Map as soon as possible and kindly ask for your patience.

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in Cooperation with on an Cooperation-Score of 37%

Topics

Publications (2/2 displayed)

  • 2012Atomic pairwise distribution function analysis of the amorphous phase prepared by different manufacturing routes19citations
  • 2007Screening for differences in the amorphous state of indomethacin using multivariate visualization104citations

Places of action

Chart of shared publication
Rantanen, Jukka
1 / 43 shared
Rades, Thomas
2 / 107 shared
Bøtker, Johan Peter
1 / 9 shared
Koradia, Vishal
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Gordon, Keith C.
1 / 14 shared
Sandler, Niklas
1 / 5 shared
Strachan, Clare
1 / 5 shared
Yliruusi, Jouko
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Heinz, Andrea
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2012
2007

Co-Authors (by relevance)

  • Rantanen, Jukka
  • Rades, Thomas
  • Bøtker, Johan Peter
  • Koradia, Vishal
  • Gordon, Keith C.
  • Sandler, Niklas
  • Strachan, Clare
  • Yliruusi, Jouko
  • Heinz, Andrea
OrganizationsLocationPeople

article

Screening for differences in the amorphous state of indomethacin using multivariate visualization

  • Gordon, Keith C.
  • Sandler, Niklas
  • Rades, Thomas
  • Strachan, Clare
  • Yliruusi, Jouko
  • Savolainen, Marja
  • Heinz, Andrea
Abstract

The aim of this study was to examine molecular-level differences in the amorphous state of indomethacin prepared from both alpha- and gamma-polymorphs using various preparative techniques: milling, quench cooling of a melt, slow cooling of a melt and spray drying. X-ray powder diffraction (XRPD), polarizing light microscopy (PLM), differential scanning calorimetry, as well as mid-infrared (MIR), near infrared (NIR) and Raman spectroscopy were used to analyze the samples after preparation. Principal component analysis (PCA) was used to visualize the differences in the spectroscopic data. According to the XRPD and PLM measurements, all samples except the spray dried indomethacin were amorphous after preparation. Spray dried indomethacin had some remaining residual crystallinity. Differences in the amorphous samples could be found on molecular level: the milled samples clustered separately from the other amorphous samples in the PCA of MIR, NIR and Raman spectra. This could be due to either small degrees of undetected crystallinity remaining in the samples after milling or differences in the hydrogen bonding in the different amorphous samples of indomethacin. The spectroscopic techniques revealed different information about the samples. Raman spectroscopy was most sensitive to differences caused by the preparation techniques and degradation products. Multivariate methods, such as PCA, offer an efficient tool to screen for these differences in the amorphous state.

Topics
  • amorphous
  • melt
  • grinding
  • milling
  • Hydrogen
  • differential scanning calorimetry
  • Raman spectroscopy
  • crystallinity
  • drying
  • microscopy