C o M e C S - Project
Comet and Meteorite Materials - Studied by
Chemometrics of Spectroscopic
Data
|
Publications - Reports - Output of Project
Last change 200920 [ CoMeCS
Start ]
Misc
TU Wien Aktuelles 2015-02-09, Florian Aigner: Die
Suche nach dem Sternenstaub [TU
News German]
Overview poster: I. Hoffmann, P. Filzmoser, C. Croux, S.
Serneels, F.S. Kurnaz, K. Varmuza:
Sparse
and robust modeling for high-dimensional data.
50 Years
Statistics and Probability Theory at TU Wien, TU Wien, 2017-11-10 [ web ]
[ PDF ]
Overview
poster: K. Varmuza, I. Hoffmann,
P. Filzmoser:
CoMeCS
Project.
50 Years
Statistics and Probability Theory at TU Wien, TU Wien, 2017-11-10 [ web ]
[ PDF ]
Symposium Die Kometen-Mission Rosetta. NHM Wien,
2018-07-12. Report &
Pictures | Lecture
(in German)
Festival Be Open Science & Society Festival
(FWF Science Fund), Wien 8-12 Sep 2018 [ Contribution
]
Papers
Varmuza
K., Filzmoser P., Fray N., Cottin
H., Merouane S., Stenzel
O., Paquette J., Kissel J., Briois
C., Baklouti D., Bardyn A.,
Siljeström S., Silen J., Hilchenbach M.:
J. Chemometrics, 2020, e3218, 1-8 (2020).
Open
access: https://doi.org/10.1002/cem.3218
Composition of cometary particles collected during two
periods of the Rosetta mission - multivariate evaluation of mass spectral data.
Hornung
K., Mellado E.M., Paquette J., Fray N., Fischer H., Stenzel O., Baklouti D., Merouane S., Langevin Y., Bardyn A., Engrand C., Cottin H., Thirkell L., Briois C., Modica P., Rynö J., Silen J., Schulz R., Siljeström S., Lehto H., Varmuza K., Koch A., Kissel J., Hilchenbach M.:
Planetary and Space Science, 182, 104758, 1-12
(2020).
DOI: https://doi.org/10.1016/j.pss.2019.104758
Electrical properties of cometary dust
particles derived from line shapes of TOF-SIMS spectra measured by the
ROSETTA/COSIMA instrument.
Isnard R., Bardyn A., Fray
N., Briois C., Cottin H.,
Paquette J., Stenzel O., Alexander C., Baklouti D., Engrand C., Orthous-Daunay F.R., Siljeström
S., Varmuza K., Hilchenbach
M:
Astronomy
& Astrophysics
(A&A), 630, A27, 1-10 (2019)
Open access: https://doi.org/10.1051/0004-6361/201834797
H/C elemental ratio
of the refractory organic matter in cometary particles of 67P/Churyumov-Gerasimenko.
Varmuza K.:
In Engel T., Gasteiger J. (eds), Chemoinformatics - Basic
Concepts and Methods,
Wiley-VCH, Weinheim, Germany (2018) p. 399-437. ISBN: 978-3-527-33109-3.
Data Analysis and Data Handling (QSPR/QSAR) - Methods for Multivariate Data Analysis.
Edita
Rados, Ernst Pittenauer, Johannes Frank, Kurt Varmuza, Günter Allmaier:
Rapid Commun.
Mass Spectrom., 32, 649-656
(2018)
https://doi.org/10.1002/rcm.8075
A laser
desorption ionization/matrix‐assisted laser desorption ionization target
system applicable for three distinct types of instruments (LinTOF/curved field
RTOF, LinTOF/RTOF and QqRTOF) with different performance characteristics from
three vendors.
Kurt
Varmuza, Peter Filzmoser, Irene Hoffmann, Jan Walach, Hervé Cottin, Nicolas Fray, Christelle Briois, Paola Modica, Anaďs
Bardyn, Johan Silén, Sandra Siljeström, Oliver Stenzel, Jochen Kissel,
Martin Hilchenbach:
J.
Chemometrics, 32, e3001, 1-13 (2018).
Open access: https://onlinelibrary.wiley.com/doi/epdf/10.1002/cem.3001
Significance of
variables for discrimination: Applied to the search of organic ions in mass
spectra measured on cometary particles.
Oliver J. Stenzel, Martin
Hilchenbach, Sihane Merouane, John Paquette, Kurt Varmuza, Cécile Engrand,
Franz Brandstätter, Christian Koeberl, Ludovic Ferričre, Peter Filzmoser,
Sandra Siljeström:
MNRAS (Monthly Notices of the Royal
Astronomical Society), 469,
Suppl_2, S492-S505
(2017)
https://doi.org/10.1093/mnras/stx1908
Similarities in element content between
comet 67P/Churyumov-Gerasimenko coma dust and selected meteorite samples.
Nicolas Fray, Anais Bardyn, Hervé Cottin,
Donia Baklouti, Christelle Briois, Cécile Engrand,
Henning Fischer, Klaus Hornung,
Robin Isnard, Yves Langevin, Harry Lehto,
Lena Le Roy, Eva Maria Mellado, Sihane Merouane,
Paola Modica, Francois Régis Orthous-Daunay, John
Paquette, Jouni Rynö,
Rita Schulz, Johan Silén, Sandra Siljeström, Oliver Stenzel,
Laurent Thirkell, Kurt Varmuza,
Boris Zaprudin, Jochen Kissel, Martin Hilchenbach:
MNRAS (Monthly Notices of the Royal
Astronomical Society), 469,
S506-S516 (2017)
https://doi.org/10.1093/mnras/stx2002
Nitrogen-to-carbon
atomic ratio measured by COSIMA in the particles of comet
67P/Churyumov–Gerasimenko.
Anaďs
Bardyn, Donia Baklouti, Hervé Cottin, Nicolas Fray, Christelle Briois, John
Paquette, Oliver Stenzel, Cécile Engrand, Henning Fischer, Klaus Hornung, Robin
Isnard, Yves Langevin, Harry Lehto, Léna Le Roy, Nicolas Ligier, Sihane
Merouane, Paola Modica, François-Régis Orthous-Daunay, Jouni Rynö, Rita Schulz,
Johan Silén, Laurent Thirkell, Kurt Varmuza, Boris Zaprudin, Jochen Kissel,
Martin Hilchenbach:
MNRAS (Monthly Notices of the Royal
Astronomical Society), 469,
Suppl_2,
S712-S722 (2017)
https://doi.org/10.1093/mnras/stx2640
Carbon-rich dust in comet 67P/Churyumov-Gerasimenko
measured by COSIMA/Rosetta.
Kepplinger
D., Filzmoser P., Varmuza K.:
Preprint in arXiv repository: https://arxiv.org/abs/1711.06695 (2017)
Variable selection with genetic algorithms
using repeated cross-validation of PLS regression models as fitness measure.
Nicolas Fray, Anaďs Bardyn, Hervé Cottin, Kathrin Altwegg, Donia
Baklouti, Christelle Briois, Luigi Colangeli, Cécile Engrand, Henning Fischer,
Albrecht Glasmachers, Eberhard Grün, Gerhard Haerendel, Hartmut Henkel, Herwig
Höfner, Klaus Hornung, Elmar K. Jessberger, Andreas Koch, Harald Krüger, Yves
Langevin, Harry Lehto, Kirsi Lehto, Léna Le Roy, Sihane Merouane, Paola Modica,
François-Régis Orthous-Daunay, John Paquette, François Raulin, Jouni Rynö, Rita
Schulz, Johan Silén, Sandra Siljeström, Wolfgang Steiger, Oliver Stenzel,
Thomas Stephan, Laurent Thirkell, Roger Thomas, Klaus Torkar, Kurt Varmuza,
Karl-Peter Wanczek, Boris Zaprudin, Jochen Kissel, Martin Hilchenbach:
Nature 528, 72-74 (2016). doi:10.1038/nature19320
High-molecular-weight
organic matter in the particles of comet
67P/Churyumov-Gerasimenko.
Abstract.
[ Nature-HTML
] [ Nature-PDF
]
Hoffmann
I., Filzmoser P., Serneels S., Varmuza K.:
J. Chemometrics, 30, 153-162 (2016)
Sparse and robust
PLS for binary classification.
M. Hilchenbach, J. Kissel, Y. Langevin, C. Briois,
H. von Hoerner, A. Koch, R. Schulz, J. Silén, K. Altwegg, L. Colangeli, H.
Cottin, C. Engrand, H. Fischer, A. Glasmachers, E. Grün, G. Haerendel, H.
Henkel, H. Höfner, K. Hornung, E.K. Jessberger, H. Lehto, K. Lehto, F. Raulin,
L. Le Roy, J. Rynö, W. Steiger, T. Stephan, L. Thirkell, R. Thomas, K. Torkar,
K. Varmuza, K.P. Wanczek, N. Altobelli, D. Baklouti, A. Bardyn, N. Fray, H.
Krüger, N. Ligier, Z. Lin, P. Martin, S. Merouane, F.R. Orthous-Daunay, J. Paquette,
C. Revillet, S. Siljeström, O. Stenzel, B. Zaprudin:
The Astrophysical Journal Letters, 816:L32 (2016)
doi:10.3847/2041-8205/816/2/L32
Comet 67P/Churyumov–Gerasimenko:
Close-up on dust particle fragments.
Silén, J., Cottin, H., Hilchenbach, M., Kissel, J.,
Lehto, H., Siljeström, S.,
Varmuza, K.:
Geosci. Instrum. Method. Data Syst., 4,
45-56 (2015). DOI:10.5194/gi-4-45-2015.
COSIMA data analysis using multivariate
techniques.
Rita Schulz, Martin Hilchenbach, Yves Langevin,
Jochen Kissel, Johan Silen, Christelle Briois, Cecile Engrand, Klaus Hornung,
Donia Baklouti, Anaiıs Bardyn, Hervé Cottin, Henning Fischer, Nicolas
Fray, Marie Godard, Harry Lehto, Léna Le Roy, Sihane Merouane, François-Régis
Orthous-Daunay, John Paquette, Jouni Rynö, Sandra Siljeström, Oliver Stenzel,
Laurent Thirkell, Kurt Varmuza,
Boris Zaprudin:
Nature 518, 216-218 (2015)
Comet 67P/Churyumov-Gerasimenko sheds dust
coat accumulated over the past four years.
Abstract. [Nature-HTML] [Nature-PDF] [TU News
German]
Varmuza K., Filzmoser P., Hilchenbach M., Krüger H., Silén J.:
Chemom. Intell. Lab. Syst., 138,
64-71 (2014). DOI: http://dx.doi.org/10.1016/j.chemolab.2014.07.011
KNN classification - evaluated by repeated
double cross validation: Recognition of minerals relevant for comet dust.
Varmuza K., Engrand C., Filzmoser P.,
Hilchenbach M., Kissel J., Krüger H., Silén J., Trieloff
M.:
Anal. Chim. Acta., 705, 48-55 (2011)
Random projection
for dimensionality reduction - Applied to time-of-flight secondary ion mass spectrometry data.
Kissel J., Altwegg K., Briois C., Clark B.C., Colangeli L., Cottin
H., Czempiel S., Eibl J., Engrand C., Fehringer H.M., Feuerbacher B., Fischer
H., Fomenkova M., Glasmachers A., Greenberg J.M., Grün E., Haerendel G., Henkel
H., Hilchenbach M., von Hoerner H., Höfner H., Hornung K., Jessberger E.K.,
Koch A., Krüger H., Langevin Y., Martin P., Parigger P., Raulin F., Rüdenauer
F., Rynö J., Schmid E.R., Schulz R., Silén J., Steiger W., Stephan T., Thirkell
L., Thomas R., Torkar K., Utterback N.G., Varmuza K., Wanczek K.P., Werther W.,
Zscheeg H.:
In Schulz R., Alexander C., Boehnhardt H., Glassmeier K.H. (editors): ROSETTA: ESA's mission to the origin
of the solar system, p. 201-242, Springer, New York
(2009)
COSIMA: High resolution
time-of-flight secondary ion mass spectrometer for the analysis of cometary
dust particles onboard ROSETTA.
Kissel
J., Altwegg K., Clark B.C., Colangeli L., Cottin H., Czempiel S., Eibl J., Engrand
C., Fehringer H.M., Feuerbacher B., Fomenkova M., Glasmachers A., Greenberg
J.M., Grün E., Haerendel G., Henkel H., Hilchenbach M., von Hoerner H., Höfner
H., Hornung K., Jessberger E.K., Koch A., Krüger H., Langevin Y., Parigger P.,
Raulin F., Rüdenauer F., Rynö J., Schmid E.R., Schulz R., Silén J., Steiger W.,
Stephan T., Thirkell L., Thomas R., Torkar K., Utterback N.G., Varmuza K.,
Wanczek K.P., Werther W., Zscheeg H.:
Space
Science Reviews 128, 823-867
(2007). DOI: 10.1007/s11214-006-9083-0
COSIMA – High resolution
time-of-flight secondary ion mass spectrometer for the analysis of cometary
dust particles onboard ROSETTA.
Engrand
C., Kissel J., Krueger F.R., Martin P., Silén J., Thirkell L., Thomas R., Varmuza K.:
Rapid Commun. Mass Spectrom. 20, 1361-1368 (2006)
Chemometric evaluation
of time-of-flight secondary ion mass spectrometry data of minerals in the frame
of future in situ analyses of cometary material by COSIMA onboard
ROSETTA.
Lectures
Varmuza
K.:
Vienna (Austria), Natural History Museum,
2018-07-12, keynote lecture
Symposium Die Kometen-Mission Rosetta, Österreichische
Akademie der Wissenschaften and Naturhistorisches Museum Wien.
Organisch-chemische Substanzen in 67P-Kometenpartikel: Zwischen Hoffnung und Realität.
Report & Pictures | Lecture (in German)
Rados
E.*, Pittenauer E., Frank J., Varmuza K., Allmaier G.:
Vienna (Austria): 2018-02-20
29th Mass Spec Forum Vienna, 2018-02-20 – 22; https://mass-spec-forum-vienna.conf.tuwien.ac.at/home/
A multi-vendor
applicable LDI/MALDI target system for instruments with different performance
characteristics.
Varmuza
K.:
Tokyo
(Japan): 2015-11-26, plenary lecture
4th Autumn School of
Chemoinformatics in Tokyo, The
University of Tokyo, 2015-11-25 to 11-26.
Selected aspects
of 40 years applied chemometrics.
PDF of the lecture (9 MB). Abstract (PDF, 4 pages). ). Picture report (Tokyo, Kamakura).
Hoffmann I.*, Filzmoser P., Serneels S.:
Conferentia
Chemometrica 2015 (CC2015), 13 – 16 Sep 2015, Budapest, Hungary (14 Sep 2015)
http://cc2015.ttk.mta.hu/
Sparse and
robust PLS for binary classification.
Varmuza K.*,
Filzmoser P., Hoffmann I., Hilchenbach M., Silén J.:
Conferentia
Chemometrica 2015 (CC2015), 13 – 16 Sep 2015, Budapest, Hungary (15 Sep 2015)
http://cc2015.ttk.mta.hu/
A breeze of chemometrics for evaluation of mass spectra
- measured at comet dust particles (on-board of Rosetta) and at meteorite samples.
Posters
Varmuza K.:
Vienna (Austria): Austrian Chemistry Days 2022, 2022-09-20 – 22
Extraterrestrial material from a comet and from meteorites - analyzed by TOF-SIMS and data evaluated by
machine learning approaches.
Varmuza K.*, Rados E., Herzig C., Limbeck
A., Pittenauer E., Allmaier
G., Filzmoser P.:
Vienna (Austria): 31st Mass Spec Forum Vienna, 2020-02-25 – 26; http://mass-spec-forum-vienna.conf.tuwien.ac.at
ICP-MS of meteorite samples: Chemometric
evaluation of diversity and discrimination.
Isnard R., Bardyn
A., Briois C.*, Fray N., Baklouti
D., Cottin H., Engrand C.,
Fischer H., Gardner E., Hornung K., Langevin Y., Lehto H., Le Roy L.,
Ligier N., Merouane S., Modica P., Orthous-Daunay F.R., Paquette J., Rynö J., Schulz R., Silén J., Siljeström
S., Stenzel O., Thirkell
L., Varmuza K., Zaprudin
B., Kissel J., Hilchenbach
M.:
19th
EANA Astrobiology Conference (EANA 2019), 3 - 6 Sept. 2019, Orléans, France
67P/CG Dust particles
composition as measured by the
COSIMA/Rosetta mass spectrometer.
Varmuza K.*, Filzmoser
P., Fray N., Cottin H., Merouane
S., Stenzel O., Kissel J., Briois C., Baklouti D., Bardyn A., Siljeström S., Silén J., Hilchenbach M.:
Conferentia Chemometrica 2019-09-08 – 12, Karcag, Hungary, http://cc2019.ttk.mta.hu/
Composition of cometary
particles versus distance to sun during
sample collection - based on multivariate evaluation of mass spectral data
(Rosetta/COSIMA).
Varmuza
K.*, Filzmoser P., Hilchenbach M., Kissel J., Stenzel O., Merouane S., Paquette
J., Hornung K., Cottin H., Fray N., Isnard R., Engrand C., Briois C., Thirkell
L., Modica M., Langevin Y., Baklouti D., Bardyn A., Siljeström S., Silén J.,
Rynö J., Lehto H., Schulz R.:
20. Tagung Festkörperanalytik (FKA20, Conference on Solid State
Analysis), 1 - 3 July 2019, Vienna, Austria
Cometary particle surfaces - characterized by chemometric evaluation of
secondary ion mass spectra.
PDF
file with 2 pages A4.
Varmuza K.*, Filzmoser P., Ortner I., Hilchenbach M., Kissel J., Merouane S., Paquette J., Stenzel O., Engrand C., Cottin H., Fray N., Isnard R., Briois
C., Thirkell L., Baklouti D., Bardyn A., Siljeström S., Schulz R., Silén J., Brandstätter
F., Ferričre L., Koeberl C.:
16th Scandinavian Symposium on
Chemometrics (SSC16), 17 –
20 June 2019, Nesbru / Oslo, Norway [VKP:198]
One-class
classification for the recognition of relevant measurements - applied to mass spectra
from cometary and meteoritic particles.
PDF file with 8
pages.
Rados E.*, Pittenauer E., Frank J., Varmuza K., Allmaier G.:
ANAKON
2019, Gesellschaft Deutscher Chemiker, 25 - 28
March 2019, Münster,
Germany [VKP:197]
Analysis
of meteorites and meteorite-like materials (terrestrial forsterite) doped with
small organic molecules by LDI-MS using three different analysers and SIMS.
PDF
file with 12 pages.
Rados E.*, Pittenauer
E., Frank J., Varmuza K., Allmaier G.:
Florence (Italy): 22nd International Mass Spectrometry Conference 2018 (IMSC 2018), 2018-08-26 - 31
A
multi-vendor applicable target system for (MA)LDI instruments with distinct
performance characteristics for the analysis of small organic molecules related
to carbonaceous chondrites.
PDF
file A4. Abstract.
Picture
from Conference.
Varmuza K.*, Filzmoser P., Hoffmann I.,
Hilchenbach M., Kissel J., Merouane S., Paquette J., Stenzel O., Cottin H., Fray N., Isnard R., Briois C., Modica P., Thirkell L., Engrand C., Baklouti D., Langevin Y., Bardyn A., Hornung K.,
Siljeström S., Rynö J., Silén J., Schulz R., Brandstätter
F., Ferričre L., Koeberl C.:
Vienna (Austria): 29th Mass Spec
Forum Vienna, 2018-02-20 –
22; https://mass-spec-forum-vienna.conf.tuwien.ac.at/home/
Mass spectrometry near comet
67P (Rosetta/COSIMA).
Varmuza
K.*, Filzmoser P., Hoffmann I., Walach J., Cottin H., Fray N., Briois C., Silén
J., Stenzel O., Kissel J., Hilchenbach M.:
Gyöngyös-Farkasmály (Hungary): Conferentia Chemometrica 2017, 3 - 6 Sep 2017, http://cc2017.ttk.mta.hu
Significance of variables for discrimination - applied to the search of
organic ions in mass spectra measured on cometary particles.
PDF file (2.4 MB, 11 pages, incl. abstract); PDF file A4.
Varmuza
K.*, Baklouti D., Bardyn A., Cottin H., Engrand C., Filzmoser P., Fray N.,
Hilchenbach M., Hoffmann I., Kissel J., Modica P., Silén J., Siljeström S.,
Stenzel O.:
Naantali (Finland): 15th Scandinavian Symposium on Chemometrics (SSC15), 2017-06-19 – 22, http://ssc15.metropolia.fi/
Comet dust composition explored by chemometric methods using mass
spectral data from COSIMA/ROSETTA.
PDF
file (5.5 MB, 9 pages, incl. abstract); PDF
file A4.
Varmuza
K.*, Brandstätter F., Cottin H., Engrand C., Ferričre L., Filzmoser P., Fray
N., Hilchenbach M., Hoffmann I., Kissel J., Koeberl C., Modica P., Paquette J.,
Stenzel O.:
Tübingen (Germany): ANAKON
2017, Gesellschaft Deutscher Chemiker, 2017-04-03 - 06
Comet
and meteorite particle surface characterization by multivariate data analyses
using TOF‐SIMS data from COSIMA/Rosetta.
PDF
(1.8 MB)
O.J. Stenzel*, J. Paquette, M. Hilchenbach, J. Kissel, Y.
Langevin, C. Briois, A. Koch, R. Schulz, J. Silén, N. Altobelli, K. Altwegg, L.
Colangeli, H. Cottin, D. Baklouti, A. Bardyn, C. Engrand, H. Fischer, N. Fray,
A. Glasmachers, E. Grün, G. Haerendel, H. Henkel, H. Höfner, K. Hornung, E.K.
Jessberger, H. Lehto, K. Lehto, N. Ligier, Z. Lin, P. Martin, S. Merouane, F.R.
Orthous-Daunay, F. Raulin, C. Revillet, L. Le Roy, J. Rynö, S. Siljeström, W.
Steiger, T. Stephan, L. Thirkell, R. Thomas, K. Torkar, K.
Varmuza, K.P.
Wanczek, B. Zaprudin:
Leiden (The Netherlands): 50th ESLAB Symposium (European Space Agency,
ESA), From Giotto to Rosetta, 2016-03-14 – 18
Alkali metals in cometary particles – what is the chemical context?
Varmuza
K.*, Hoffmann I., Filzmoser P., Brandstätter F., Engrand C.,
Ferričre L., Hilchenbach M., Koeberl C., Paquette J., Silén
J., Stenzel O.:
Vienna (Austria): Conference
on Solid State Analytics (18.
Tagung Festkörperanalytik - FKA18), 2015-07-06 – 07-08
Recognition
of relevant spectra in TOF-SIMS measurements on meteorite and comet grain
samples by a chemometric approach.
PDF (2.8 MB) of poster.
Varmuza
K.*, Filzmoser P., Hilchenbach M., Hoffmann I., Kissel J., Silén
J.:
Chia, Sardinia (Italy): 14th
Scandinavian Symposium on Chemometrics (SSC14), 2015-06-14 to 06-17
Selected
chemometric approaches for mass spectra from comet dust grains (Rosetta).
PDF: see similar poster listed above (Vienna).
Stenzel
O.J.*, Varmuza K., Engrand
C., Ferričre L., Brandstätter F., Koeberl C., Filzmoser P., Paquette J.,
Hilchenbach M.:
The
Woodlands, Texas (USA): 46th Lunar and
Planetary Science Conference (LPSC), 2015-03-16
to 03-20
Using meteorite samples as a test for correlation based analysis of SIMS
data from cometary grains.
PDF (2.2 MB) of poster.
C. Engrand*, D.
Baklouti, C. Briois, H. Cottin, H. Fischer, N. Fray, M. Godard, H. Henkel, M.
Hilchenbach, K. Hornung, J. Kissel, A. Koch, Y. Langevin, H. Lehto, S.
Merouane, F. R. Orthous-Daunay, J. Rynö, R. Schulz, J. Silén, S. Siljeström, T.
Stephan, L. Thirkell, K. Varmuza:
San
Francisco, CA (USA), 2014 AGU Fall
Meeting of the American Geophysical Union, 2014-12-15 to 12-19
On the inorganic composition
of cometary dust from comet 67P/Churyumov-Gerasimenko, as seen by COSIMA
onboard Rosetta.
M. Hilchenbach, J.
Kissel, C. Briois, H. von Hoerner, Y. Langevin, R. Schulz*, J. Silén, K.
Altwegg, L. Colangeli, H. Cottin, C. Engrand, A. Glasmachers, E. Grün, G.
Haerendel, H. Henkel, H. Höfner, K. Hornung, E. K. Jessberger, A. Koch, H.
Lehto, K. Lehto, F. Raulin, L. Le Roy, J. Rynö, W. Steiger, T. Stephan, L.
Thirkell, R. Thomas, K. Torkar, K. Varmuza, K. P. Wanczek:
Tucson, Arizona (USA): 46th Annual Meeting of the Division for
Planetary Sciences of the American
Astronomical Society (DPS-2014),
2014-11-09
to 11-14
COSIMA - Cometary Dust
Analysis in the inner coma of Comet 67P/Churyumov-Gerasimenko.
Stenzel O.*, Varmuza K., Engrand
C., Ferričre L., Brandstätter F., Koeberl C., Filzmoser P., Hilchenbach M.:
Helsinki
(Finland): ACM 2014 (Asteroids,
Comets, Meteors), 2014-06-30 to 07-04
Characterisation of
meteoritic samples with the Rosetta Cosima TOF-SIMS laboratory reference model
- a covariance approach.
PDF (1.7 MB) of poster.
Hilchenbach M.*, Briois C., Cottin H., Engrand C., Hornung K.,
Kissel J., Krüger H., Lehto H.J., Lehto K., Silen J., Thirkell L.,
Varmuza K.:
The
Woodlands, Texas (USA): 44th Lunar
and Planetary Science Conference (LPSC), 2013-03-18
to 03-22
Laboratory secondary ion mass
spectra of cometary analog matter.
PDF (1.8 MB) of poster.
K. Varmuza*, P. Filzmoser, M. Hilchenbach,
J. Kissel, H. Krüger, J. Silén:
Antwerp
(Belgium): 12th International Conference
on Chemometrics in Analytical Chemistry - CAC 2010, 2010-10-18 to 10-21
Random projection
for dimensionality reduction - applied to TOF-SIMS data.
PDF (201 kB) of poster.
Theses
Edita Rados
Mass spectrometry
of organic matter in carbonaceous chondrites.
PhD thesis, in preparation, 2020, TU Wien
Carim
El-Cheschin:
Non-negative matrix
factorization.
Diploma thesis, 2018, TU Wien
Irene Hoffmann:
Sparse and robust modeling for
high-dimensional data.
PhD thesis, 2017, TU Wien [ Abstract & contents ]
Anna Sofia
Kircher:
Random forest for
unbalanced multiple-class classification.
Diploma thesis, 2017, TU Wien
Milica
Petrovic:
Multivariate
evaluation of mass spectra for characterizing the chemical composition of comet
particles.
Bachelor thesis, 2015, TU Wien
Roscoe Baston:
Analysis of spectral data from meteorite samples using
PCA and KNN.
Bachelor thesis, 2015, TU Wien
Reports
Chitarra O., Hilchenbach
M., Merouane S.: Investigation of Antarctic micrometeorites by the comparison with
carbonaceous chondrites and cometary particles using Raman spectroscopy,
infrared spectroscopy and mass spectrometry (report), Max Planck Institute
for Solar System Research, Göttingen, Germany, 2018. PDF
(3.2 MB).
[ CoMeCS Start ] 220920