Fadil Inceoglu
Position
Research Scientist II
Department
Solar & Terrestrial Physics, NOAA National Centers for Environmental Information
Education
- PhD in Physics
- MSc in Nuclear Sciences
Contact
Publications on the web
ORCID:
Google Scholar:
Research Interests
I am a Research Scientist in Space Physics and Machine Learning, and I am working with the GOES-R MAG team and hope to have collaborations with other teams as well. My research area covers a wide range from long-term variations in solar activity levels from cosmogenic radionuclides and solar dynamos to short(er)-term variations from surface magnetograms of the Sun and solar differential rotation rates from global helioseismological inversions. I also apply various Machine Learning methods to detect activity structures on solar images, to predict occurrences of solar flares, CMEs, and SEPs, to detect anomalies in data and generate correction algorithms to mitigate them. I have a PhD in Physics, a MSc in Nuclear Sciences, and a BSc in Astronomy and Space Sciences.
Automated detection of Coronal Holes on AIA/SDO, Active Regions and Sunspot on HMI/SDO images (work in progress). This study is a follow-up to Inceoglu et al. 2022b ApJ.
Lowpass (left) and bandpassed (right) filtered surface magnetic field and flow field (rotation rate residuals) at different depths (Inceoglu et al., 2022a ApJ).
The Long short-term memory cell. We used LSTMs together with unsupervised k-shape method to correct the offset anomalies in GOES-16 MAG data (Inceoglu et al., 2021b SW)
Honors and Awards
- 2020 CIRES/ NOAA Administrator Award for GOES-R team (team award)
View Publications
- Inceoglu F; Pacini AA; Loto’aniu PTM. (Dec 2022). Utilizing AI to unveil the nonlinear interplay of convection, drift, and diffusion on galactic cosmic ray modulation in the inner heliosphere. Scientific Reports , 12(1). 10.1038/s41598-022-25277-0
- Inceoglu F; Shprits YY; Heinemann SG; Bianco S. (May 2022). Identification of Coronal Holes on AIA/SDO Images Using Unsupervised Machine Learning. The Astrophysical Journal: an international review of astronomy and astronomical physics , 930(2), 118-118. 10.3847/1538-4357/ac5f43
- Inceoglu F; Howe R; Loto'aniu PTM. (Feb 2022). Causal Interaction between the Subsurface Rotation Rate Residuals and Radial Magnetic Field in Different Timescales. The Astrophysical Journal: an international review of astronomy and astronomical physics , 925(2). 10.3847/1538-4357/ac4096
- Inceoglu F; Loto'aniu PTM. (Dec 2021). Using Unsupervised and Supervised Machine Learning Methods to Correct Offset Anomalies in the GOES-16 Magnetometer Data. Space Weather , 19(12). 10.1029/2021SW002892
- Inceoglu F; Howe R; Loto'aniu PTM. (Oct 2021). The Quasi-biennial-oscillation-type Signals in the Subsurface Flow Fields during Solar Cycles 23 and 24. The Astrophysical Journal: an international review of astronomy and astronomical physics , 920(1). 10.3847/1538-4357/ac16de
- Inceoglu F; Hernandez Marcano NJ; Jacobsen RH; Karoff C. (Nov 2020). A General Overview for Localizing Short Gamma-Ray Bursts with a CubeSat Mega-Constellation. Frontiers in Astronomy and Space Sciences , 7. 10.3389/fspas.2020.573060
- Jeppesen JH; Jacobsen RH; Inceoglu F; Toftegaard TS. (Aug 2019). A cloud detection algorithm for satellite imagery based on deep learning. Remote Sensing of Environment: an interdisciplinary journal , 229, 247-259. 10.1016/j.rse.2019.03.039
- Inceoglu F; Simoniello R; Arlt R; Rempel M. (May 2019). Constraining non-linear dynamo models using quasi-biennial oscillations from sunspot area data. Astronomy and Astrophysics: a European journal , 625. 10.1051/0004-6361/201935272
- Moltsen L; Jacobsen RH; Inceoglu F; Antoci V; Marcano NSJHN; Alminde LK; Michaelsen PH; S�rensen CI; Jensen M. (Jan 2019). Positioning 5G Management Interfacesfor Mega-constellations Management(MegaMan). , 7(2), 109-126. 10.13052/jicts2245-800x.723
- Inceoglu F; Jeppesen JH; Kongstad P; Marcano NJH; Jacobsen RH; Karoff C. (Jul 2018). Using Machine Learning Methods to Forecast if Solar Flares Will Be Associated with CMEs and SEPs. The Astrophysical Journal: an international review of astronomy and astronomical physics , 861(2). 10.3847/1538-4357/aac81e
- Inceoglu F; Arlt R; Rempel M. (Oct 2017). The Nature of Grand Minima and Maxima from Fully Nonlinear Flux Transport Dynamos. The Astrophysical Journal: an international review of astronomy and astronomical physics , 848(2). 10.3847/1538-4357/aa8d68
- Inceoglu F; Simoniello R; Knudsen MF; Karoff C. (May 2017). Hemispheric progression of solar cycles in solar magnetic field data and its relation to the solar dynamo models. Astronomy and Astrophysics: a European journal , 601. 10.1051/0004-6361/201629871
- Inceoglu F; Knudsen MF; Olsen J; Karoff C; Herren P-A; Schwikowski M; Aldahan A; Possnert G. (May 2016). Corrigendum to: A continuous ice-core Be-10 record from Mongolian mid-latitudes: Influences of solar variability and local climate (vol 437, pg 47, 2016). Earth and Planetary Science Letters , 442, 229-230. 10.1016/j.epsl.2016.03.001
- Inceoglu F; Knudsen MF; Olsen J; Karoff C; Herren P-A; Schwikowski M; Aldahan A; Possnert G. (Mar 2016). A continuous ice-core Be-10 record from Mongolian mid-latitudes: Influences of solar variability and local climate. Earth and Planetary Science Letters , 437, 47-56. 10.1016/j.epsl.2016.01.006
- Karoff C; Knudsen MF; De Cat P; Bonanno A; Fogtmann-Schulz A; Fu J; Frasca A; Inceoglu F; Olsen J; Zhang Y. (Mar 2016). Observational evidence for enhanced magnetic activity of superflare stars. Nature Communications , 7. 10.1038/ncomms11058
- Inceoglu F; Simoniello R; Knudsen MF; Karoff C; Olsen J; Turck-Chieze S. (Jan 2016). On the Current Solar Magnetic Activity in the Light of Its Behaviour During the Holocene. Solar Physics: a journal for solar and solar-stellar research and the study of solar terrestrial physics , 291(1), 303-315. 10.1007/s11207-015-0805-x
- Inceoglu F; Simoniello R; Knudsen MF; Karoff C; Olsen J; Turck-Chieze S; Jacobsen BH. (May 2015). Grand solar minima and maxima deduced from Be-10 and C-14: magnetic dynamo configuration and polarity reversal. Astronomy and Astrophysics: a European journal , 577. 10.1051/0004-6361/201424212
- Karoff C; Inceoglu F; Knudsen MF; Olsen J; Fogtmann-Schulz A. (Mar 2015). The lost sunspot cycle: New support from Be-10 measurements. Astronomy and Astrophysics: a European journal , 575. 10.1051/0004-6361/201424927
- Inceoglu F; Knudsen MF; Karoff C; Olsen J. (Nov 2014). Reconstruction of Subdecadal Changes in Sunspot Numbers Based on the NGRIP Be-10 Record. Solar Physics: a journal for solar and solar-stellar research and the study of solar terrestrial physics , 289(11), 4377-4392. 10.1007/s11207-014-0563-1
- Inceoglu F; Knudsen MF; Karoff C; Olsen J. (Apr 2014). Modeling the Relationship Between Neutron Counting Rates and Sunspot Numbers Using the Hysteresis Effect. Solar Physics: a journal for solar and solar-stellar research and the study of solar terrestrial physics , 289(4), 1387-1402. 10.1007/s11207-013-0391-8
