Janina Horváth research fellow

IAMG Student Chapter Szeged

1980, Szeged

Mailing-address: H-6722, Szeged, Egyetem u. 2-6
Phone and fax: (+36-62)-544-893
Email: This e-mail address is being protected from spambots. You need JavaScript enabled to view it

Summary of qualifications

2011-present: Ph.D. candidate
2008-2011: Ph.D. Student, Doctoral School of Earth Sciences, University of Szeged, Department of Geology and Paleontology
2008: MSc in Geographic (with geological specialization), University of Szeged
2005: MSc in Mathematics, University of Szeged

Summary of experience

2011-present: Junior Research fellow, University of Szeged, Department of Geology and Paleontology
2008-2011: Ph.D. student, University of Szeged, Department of Geology and Paleontology
2006-2008: Demonstrator; University of Szeged, Department of Geology and Paleontology

Teaching experience:

Introduction to the mathematics of geosciences
Sedimentology
Geology fieldwork

Field of research

Classification problems in geology
Neural network approach of geological problems (by unsupervised methodologies)
Biometric research and multivariate statistic treatment of Viviparus species in Lake Pannon with a Genetic Approach

Languages skills

German - intermediate level
English - intermediate level

Scientific Awards

2011- Annual award of the Croatian Geomathematical Section for scientific work published in Geologia Croatica, title: "Defining depositional environments by using neural networks"; Geologia Croatica -Vol. 64/3, No – 2011, pp 251-258. Zagreb, Croatia (doi:104154/gc.2011.21)
2010 - Annual award of the Croatian Geomathematical Section for scientific work presented at IAMG conference in Budapest 2010 - János Geiger, Assoc. Prof., Tomislav Malvić, Assist. Prof., Janina Horváth, Grad. Eng. and Kristina Novak Zelenika, Grad. Eng., title: „Statistical characters of realizations derived from sequential indicator simulation”.
2010- 14^th Annual Conference of the International Association for Mathematical Geosciences-IAMG 2010 - Student paper contests (poster presentation)-1^stprize

Title of the paper: Potential application of neural networks in identification of depositional environments

2009- XIII. Congress of Hungarian geomathematics and the II. Congress of Croatian and Hungarian geomathematics - Student paper contests (poster presentation)- 1^stprize

Title of paper: Potential application of non-controlled learning neural networks in geology

2008- 21^st Paleontology Congress: Student paper contests (poster presentation)- 1^stprize

Title of poster: Pannóniai puhatestű fauna a Vázsnoki és Kisvaszari feltárásokból (Description of Lake Pannonian mollusc fauna from outcrop in Vázsnok and Kisvaszar, Hungary)

2008- Preeminent Student of Faculty Award
2008- 11^st National Academic Student Conference, - Section for Applied Ecology - 1^stprize
Title of paper: A magyarországi pannóniai korú Viviparus fauna biometriai vizsgálata és környezeti hatásokkal való kapcsolata dunántúli felszíni feltárások együtteseinek példáján (Biometric Research and Multivariate Statistic Treatment of Viviparus Species in Lake Pannon and the relation with environmental effects)

2008- József Sófi Student's Grant
2007/2008 - Fellowship granted by the Republic
2007- 28^st National Scientific Student Conference - Section of Physics–Geology–Mathematics / Category of Paleontology -1^stprize

Title of paper: A magyarországi pannóniai korú Viviparus fauna biometriai vizsgálata dunántúli felszíni feltárások együtteseinek példáján (Biometric Research and Multivariate Statistic Treatment of Viviparus Species in Lake Pannon with a Genetic Approach)

2007- Scientific Student Conference in Szeged - Section of Geology – 2^nd prize
2005- 10^st Polygon mathematical competition - Advantaged paper
2004- 9^st Polygon mathematical competition – 3^rd prize

Scientific activity

Hungarian Geological Society: member of thematic Sections of Paleontology and Geomathematics
Founder member and secretary (2008-2011) of the International Association for Mathematical Geology (IAMG) Student Chapter Szeged
Croatian Geological Society: member of thematic Sections of Geomathematics
Member of (EAGE) European Association of Geoscientists and Engineers

Publications

Scientific Journals

Horváth, J., Novak-Zelenika K. (2012): Application of clustering methods for identification of environments, case study in one Croatian field, in Sava depression in New Horizons in Cenral European Geomathematics, Geostatistics and Geoinformatics (Selected studies of the 2011 Croatian-Hungarian Geomathematical Convent, Mórahalom), Edited by Geiger, J., Pál-Molnár, E., Tomislav Malvić. - pp.8-99, GeoLitera Publishing House Institute of Geosciences, University of Szeged, Hungary, Szeged, 2012. ISBN: 978-963-306-136-7

Horváth, J., Novak-Zelenika K. (2011): Identification of Palaeo-environments Using Clustering Methods and Indicator Kriging, Case Study from Late Miocene Sandstones, the Sava Depression, Nafta: exploration, production, processing, petrochemistry, Vol.62(11-12), pp. 364-376, Zagreb, Croatia

Horváth, J. (2011): Define of depositional environment using neural network, Geologia Croatica, Vol. 64/3, No – 2011, pp 251-258. Zagreb, Croatia (doi: 104154/gc.2011.21)

Malvić, T., Velić, J., Horváth, J., Cvetković, M. (2010): Neural networks in petroleum geology as interpretation tools - Central European Geology, Vol. 53/1, pp.97-115, Budapest, Hungary (doi: 10.1556/CEuGeol.53.2010.1.6)

Books

Unger, J. – Horváth, J. – Sümeghy, Z. (2010): Földtudományi és földrajzi számítási feladatok c. egyetemi jegyzet (Mathematical textbook for geological and geographical student) – extended (2^nd) edition, JatePress, Szeged (editor of book and author of 1; 2.1- 2.11 chapters) (ISBN: 978-963-315-012-2)

Unger, J. – Horváth, J. (2006): Földtudományi és földrajzi számítási feladatok c. egyetemi jegyzet (Mathematical textbook for geological and geographical student) – (1^st) edition, JatePress, Szeged (editor of book and author of 1; 2.1- 2.9 & 2.11 chapters)

R&D Research Projects

Geiger, J., Horváth, J., Sóla, A. (2011): „i-Core numerical rock and pore model, development and application of a pore scale fluid mechanical model”

Geiger, J., Horváth, J., Sóla, A. (2011): “Analyses of reservoirs in Biharkeresztes field” in Development of 'knowledge base' of general reservoir properties for EOR and IOR methodologies in Panonian (s.l.) clastic CH-reservoirs.

Conferences

Geiger, J., Malvić, T., Horváth, J., Novak-Zelenika K. (2011): The role of stochastic view in reservoir characterization – Conference Book of The First Central and Eastern European International Oil and Gas Conference and Exhibition - Siófok, Hungary

Horváth, J., Novak-Zelenika K. (2011): Application of clustering methods for identification of environments, case study in one Croatian field, in Sava depression, XIV. Congress of Hungarian Geomathematics and the III. Congress of Croatian and Hungarian Geomathematics – Mórahalom (ISBN: 978-963-8221-45-2)

Geiger, J., Malvić, T., Horváth, J., Novak-Zelenika K. (2010): Handling uncertainty in the case of lateral extension of log-porosity values in a turbidity reservoir (Analiza nesigurnosti u slučaju lateralne procjene logaritamskih vrijednosti poroznosti u ležištu turbiditnog podrijetla), 4th. Croatian geological congress, Šibenic-Croatia (ISBN 978-953-6907-23-6)

Horváth, J. (2010): Define of depositional environment using neural network (Odreñivanje taložnog okolišom neuronskom mrežom), 4th. Croatian geological congress, Šibenik-Croatia (ISBN 978-953-6907-23-6)

Geiger, J., Malvić, T., Horváth, J., Novak-Zelenika K. (2010): Statistical characters of realizations derived from sequential indicator simulation, 14th Annual Conference of the International Association for Mathematical Geosciences-IAMG 2010, Budapest, WECO Travel Ltd. , 2010. 5-5 (ISBN: 978-963-06-9829-0)

Horváth, J. (2010): Potential application of neural networks in identification of depositional environments, 14th Annual Conference of the International Association for Mathematical Geosciences-IAMG 2010, Budapest, WECO Travel Ltd. , 2010. 5-5 (ISBN: 978-963-06-9829-0)

Horváth, J. (2010): Define of depositional environment using neural network, Conference of MFT, Szeged, Abstract book-GeoLitera, editor: Pál-Molnár, E. (ISBN: 978-963-306-016-2)

Horváth, J. (2009): Multivariable statistical method and potential application of non-controlled learning neural networks in paleontology - 10th Anniversary Conference of the Czech, Polish and Slovak Paleontologists, Banská Bystrica, Slovak Republic (ISBN: 978-80-8083-807-2)

Horváth, J. (2009): Potential application of non-controlled learning neural networks in geology - XIII. Congress of hungarian geomathematics and the II. Congress of Croatian and Hungarian geomathematics, Mórahalom

Horváth, J. (2008): Genetikai szemléletű többváltozós statisztikai módszerek a paleontológiában, Tudomány ünnepe, Szeged (Genetic approach in multivariate statistic as a methodology in paleontological analyses, Annual Day of Science, Academy of Szeged)

Horváth, J. (2008): Biometric Research and Multivariate Statistic Treatment of Viviparus Species in Lake Pannon with a Genetic Approach - XII. Congress of Hungarian geomathematics and the first congress of Croatian and Hungarian geomathematics – Mórahalom

Cziczer, I. – Horváth, J. (2008): Pannóniai puhatestű fauna a Vázsnoki és Kisvaszari feltárásokból (Description of Lake Pannonian mollusc fauna from outcrop in Vázsnok and Kisvaszar, Hungary)- XI. Magyar Őslénytani vándorgyűlés konferenciakötet, Szögliget

Horváth, J. (2008): A pannóniai korú Viviparus fauna biometriai és lelőhelyeik genetikai szemléletű többváltozós statisztikai vizsgálata példáján (Biometric research and multivariate statistic treatment of Viviparus Species in Lake Pannon) - XI. Magyar Őslénytani vándorgyűlés konferenciakötet, Szögliget

Horváth, J. (2008): A magyarországi pannóniai korú Viviparus fauna biometriai vizsgálata és környezeti hatásokkal való kapcsolata dunántúli felszíni feltárások együtteseinek példáján (Biometric Research and Multivariate Statistic Treatment of Viviparus Species in Lake Pannon and the relation with environmental effects), 11st National Academic Student Conference, Nyíregyháza, Hungary, (ISBN: 978-963-7336-88-1)

Horváth, J. (2007): A magyarországi pannóniai korú Viviparus fauna biometriai vizsgálata dunántúli felszíni feltárások együtteseinek példáján (Biometric Research and Multivariate Statistic Treatment of Viviparus Species in Lake Pannon with a Genetic Approach); 28st National Scientific Student Conference, Szeged, Hungary, (ISBN: 978-963-482-814-3)

Horváth, J. (2007): A magyarországi pannóniai korú Viviparus fauna biometriai vizsgálata Dunántúli feszíni feltárások együtteseinek példáján (Biometric research of Viviparus Species in Lake Pannon) - XI. Geomatematika, Mórahalom

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