Open Access. Powered by Scholars. Published by Universities.®
Physical Sciences and Mathematics Commons™
Open Access. Powered by Scholars. Published by Universities.®
- Institution
-
- University of New Mexico (7)
- California Polytechnic State University, San Luis Obispo (5)
- Washington University in St. Louis (5)
- Louisiana State University (3)
- New Jersey Institute of Technology (3)
-
- University of Arkansas, Fayetteville (3)
- West Virginia University (3)
- Western University (3)
- Air Force Institute of Technology (2)
- City University of New York (CUNY) (2)
- Embry-Riddle Aeronautical University (2)
- Rollins College (2)
- University of Central Florida (2)
- University of Tennessee, Knoxville (2)
- University of Texas Rio Grande Valley (2)
- College of the Holy Cross (1)
- East Tennessee State University (1)
- Kennesaw State University (1)
- Michigan Technological University (1)
- Minnesota State University, Mankato (1)
- Missouri University of Science and Technology (1)
- Otterbein University (1)
- San Jose State University (1)
- The Texas Medical Center Library (1)
- The University of Maine (1)
- University of Denver (1)
- University of Massachusetts Boston (1)
- University of Missouri, St. Louis (1)
- University of Nevada, Las Vegas (1)
- University of New Hampshire (1)
- Keyword
-
- Astronomy (6)
- Neutron stars (5)
- Gravitational waves (4)
- LIGO (3)
- Machine Learning (3)
-
- Supernovae (3)
- Astrophysics (2)
- Black holes (2)
- Flares (2)
- IC 1805 (2)
- Jupiter (2)
- Meteors (2)
- Neutron star (2)
- Nuclear matter (2)
- Physics (2)
- Saturn (2)
- AGN (1)
- Academic Conference 2020 (1)
- Accretion (1)
- Accretion disks (1)
- Active Galactic Nuclei (1)
- Active galactic nuclei (1)
- Algorithm (1)
- Artificial intelligence (1)
- Asteroid velocity (1)
- Asteroids (1)
- Astro-particle Physics (1)
- Astrobiology (1)
- Astrophysical transients (1)
- Atmospheres (1)
- Publication
-
- Physics & Astronomy ETDs (7)
- Theses and Dissertations (6)
- Arts & Sciences Electronic Theses and Dissertations (5)
- Dissertations (5)
- Electronic Thesis and Dissertation Repository (3)
-
- Graduate Theses and Dissertations (3)
- Graduate Theses, Dissertations, and Problem Reports (3)
- LSU Doctoral Dissertations (3)
- Physics (3)
- Dissertations, Theses, and Capstone Projects (2)
- Doctoral Dissertations (2)
- Doctoral Dissertations and Master's Theses (2)
- Electronic Theses and Dissertations (2)
- Electronic Theses and Dissertations, 2020- (2)
- Honors Program Theses (2)
- Master's Theses (2)
- All Graduate Theses, Dissertations, and Other Capstone Projects (1)
- Chancellor’s Honors Program Projects (1)
- College Honors Program (1)
- Dissertations & Theses (Open Access) (1)
- Dissertations, Master's Theses and Master's Reports (1)
- Graduate Masters Theses (1)
- Honors Theses and Capstones (1)
- Master of Science in Chemical Sciences Theses (1)
- Master's Projects (1)
- UNLV Theses, Dissertations, Professional Papers, and Capstones (1)
- Undergraduate Honors Theses (1)
- Undergraduate Honors Thesis Projects (1)
- Wayne State University Dissertations (1)
Articles 1 - 30 of 65
Full-Text Articles in Physical Sciences and Mathematics
Small-Scale Dynamics Of Photospheric Magnetic Activities And Their Chromospheric Responses, Jiasheng Wang
Small-Scale Dynamics Of Photospheric Magnetic Activities And Their Chromospheric Responses, Jiasheng Wang
Dissertations
The evolution of photospheric magnetic fields is considered as the fundamental source of forming atmospheric structures and triggering most solar activities, including flares and mass ejections on various scales (CMEs, jets, etc.). With the implementation of high-resolution observational instruments, small-scale details of magnetic features are recognized that can provide important information regarding the evolution in active regions and the connection between photospheric magnetic reconnection and jet-like ejections in the quiet Sun. This research takes advantage of the exceptionally high-resolution measurements of vector magnetic field and imaging observations by the Goode Solar Telescope, and UV/EUV imaging observations from space-based instruments. The …
Monitoring The Low Frequency Radio Transient Sky With The Long Wavelength Array, Savin Shynu Varghese
Monitoring The Low Frequency Radio Transient Sky With The Long Wavelength Array, Savin Shynu Varghese
Physics & Astronomy ETDs
Transient searches in radio astronomy have discovered some of the most extreme astrophysical phenomena in our universe. This has enabled us to study the physics of these explosive and dynamic sources. Most of the transient searches over the past 70 years have been at frequencies higher than 100 MHz leaving the transient sky below 100 MHz unexplored. The Long Wavelength Array (LWA) telescope offers an excellent opportunity to study the transient sky below 100 MHz with its wide field of view, high sensitivity and fast imaging at shorter timescales. This dissertation presents the transient searches carried out using the all-sky …
Constraining Viscous Protoplanetary Disk Models Using Alma Kinematic Observations, Ian Rabago
Constraining Viscous Protoplanetary Disk Models Using Alma Kinematic Observations, Ian Rabago
UNLV Theses, Dissertations, Professional Papers, and Capstones
Recent molecular line observations by ALMA have revealed the 3D velocity structure of protoplanetary disks, providing new insight on the mechanisms of disk accretion and ring/gap formation. Although the constant α viscous disk model has been widely used to describe the disk surface density evolution, it may not adequately describe the gas velocity at different disk heights. By carrying out viscous hydrodynamic simulations, we confirm that the vertical velocity structure varies considerably between these models. On the other hand, the surface density evolution of the disk is only dependent on the vertically integrated stress, and does not depend on a …
Investigation On The Use Of Small Aperture Telescopes For Leo Satellite Orbit Determination, Luis R. Curiel Iii
Investigation On The Use Of Small Aperture Telescopes For Leo Satellite Orbit Determination, Luis R. Curiel Iii
Master's Theses
The following thesis regards the use of small aperture telescopes for space domain awareness efforts. The rapidly populating space domain was motivation for the development of a new operation scheme to conduct space domain awareness feasibility studies using small telescopes. Two 14-inch Schmidt-Cassegrain Telescopes at the California Polytechnic State University and the Air Force Research Lab in Kirtland AFB, NM, in conjunction with a dedicated CCD camera and a commercial DSLR camera, were utilized to conduct optical observations on satellites in Earth orbit.
Satellites were imaged during August 2019, and from January 2020 to March 2020, resulting in the collection …
Monte Carlo Simulations Of Awkward Actions, David John Amdahl
Monte Carlo Simulations Of Awkward Actions, David John Amdahl
Physics & Astronomy ETDs
Time derivatives of scalar fields occur quadratically in textbook actions. A simple Legendre transformation turns the Lagrangian into a Hamiltonian that is quadratic in the momentum. The partition function over the momentum is Gaussian. Mean values of operators are basically euclidian path integrals of their classical counterparts with positive weight functions. Monte Carlo simulations can estimate such mean values. This familiar framework falls apart when the time derivatives do not occur quadratically. The Legendre transformation becomes difficult or so intractable that the Hamiltonian can’t be determined. Even if the Hamiltonian is found, it usually is so complicated that the partition …
Measurements And Mitigation Of Scattered Light Noise In Ligo, Corey Daniel Austin
Measurements And Mitigation Of Scattered Light Noise In Ligo, Corey Daniel Austin
LSU Doctoral Dissertations
The Advanced LIGO (aLIGO) detectors use 1064 nm lasers to measure the tiny fluctuations in spacetime that occur when gravitational waves pass through the earth. LIGO makes use of advanced coating methods and materials to limit the amount of light that scatters from the main beam, but some amount of light does scatter. This stray light can interact with surfaces inside the interferometer that are not seismically isolated and then recombine with the main beam, introducing excess noise into the gravitational wave channel. This thesis reviews the methods for modeling scattered light with ray tracing software and analytical models, for …
Exploring Hidden Structure Of The Nearby Universe And The Limits And Capabilities Of Two Neutral Hydrogen Surveys, Monica Sanchez Barrantes
Exploring Hidden Structure Of The Nearby Universe And The Limits And Capabilities Of Two Neutral Hydrogen Surveys, Monica Sanchez Barrantes
Physics & Astronomy ETDs
We can use the 21 cm neutral hydrogen (HI) emission line to detect galaxies in optically obscured regions, but it is also a faint line that is difficult to detect at higher redshifts. This work presents two HI surveys. The ALFAZOA Survey maps new and predicted large-scale structure across the Galactic plane, and finds a total of 217 completely new galaxies across both of the survey phases. The completeness limits for ALFAZOA Shallow and Deep are presented. Follow-up observations of confused galaxies in ALFAZOA using the VLA determine that confusion in this survey will not cause significant deviations for the …
A Spectroscopic And Photometric Survey Of The W4 Hii Region And Its Young Stellar Population, Matt Wentzel-Long
A Spectroscopic And Photometric Survey Of The W4 Hii Region And Its Young Stellar Population, Matt Wentzel-Long
Dissertations
The W4 HII region is home to a large number of O and B-type stars as well as the young open cluster IC 1805. OB-type produce intense photoionizing radiation and stellar winds that can induce star formation in surrounding molecular clouds and sometimes carve out large regions of decreased particle density called superbubbles. During the star formation process, young stellar objects (YSOs) are initially surrounded by circumstellar disks made of gas and dust which naturally dissipate after several million years. The dissipation of the disk is thought to occur for a variety of reasons, including photoevaporation by the encompassed protostar …
Telescope Parallel Actuator Mount: Control And Testing, Samuel S. Artho-Bentz
Telescope Parallel Actuator Mount: Control And Testing, Samuel S. Artho-Bentz
Master's Theses
This thesis approaches the task of designing a control system for the Parallel Actuator Mount developed by Dr. John Ridgely and Mr. Garrett Gudgel. It aims to create a base framework that directly controls the telescope and can be expanded to accept external command. It incorporates lower priced components and develops more easily approachable software with great functionality. An open-loop method for velocity control is established. Developing repeatable tests is a major focus. Testing finds the control methods developed result in velocity error of less than 5% and position error of less than 1.5% despite several mechanical issues and inaccuracies. …
Understanding Solar Wind Formation By Identifying The Origins Of In Situ Observations, Samantha Wallace
Understanding Solar Wind Formation By Identifying The Origins Of In Situ Observations, Samantha Wallace
Physics & Astronomy ETDs
Over the past century, significant progress has made on the subjects of two fundamental unresolved questions in Heliophysics, namely 1) how is the solar corona heated to multi-million-degree temperatures, and 2) how is the solar wind formed, from its origin, to its release and acceleration. While the two are in many ways intertwined, this dissertation focuses on the latter. Our current understanding of solar wind formation has developed largely through relating the general origins of the observed solar wind on global spatial scales to the corresponding observed speed at 1 au. However, we are now at a point where long-standing …
Mid-Infrared Studies Of Galactic Sources: Probing The Relationship Between Polycyclic Aromatic Hydrocarbons And Their Physical Environment, Collin Matthew Knight
Mid-Infrared Studies Of Galactic Sources: Probing The Relationship Between Polycyclic Aromatic Hydrocarbons And Their Physical Environment, Collin Matthew Knight
Electronic Thesis and Dissertation Repository
Over the past 50 years, prominent mid-infrared (MIR) emission features from 3--20 $\mu$m have been observed ubiquitously in the interstellar medium (ISM) of Galactic and extragalactic sources. These emission features arise from the vibrational relaxation of polycyclic aromatic hydrocarbons (PAHs) after the absorption of a far-ultraviolet (FUV) photon. PAHs are astronomically significant in that they contain up to 15\% of the cosmic carbon inventory and play an important role in the physical and chemical processes of the ISM such as, for example, the gas heating and the ionization balance. Variations in the relative strengths of the major PAH bands can …
Variability Of Active Galactic Nuclei From Differential Photometry, Nicholas Steven Yee
Variability Of Active Galactic Nuclei From Differential Photometry, Nicholas Steven Yee
Physics
The Seoul AGN Monitoring Project, or SAMP for short, is an international project (PI Jonghak Woo from Korea) with the goal of measuring the masses of black holes residing in the center of massive active galactic nuclei (AGNs). AGNs are some of the brightest objects in the universe. Their light is attributed to the accretion of material onto the black hole. However, these objects are too distant to spatially resolve the gravitational sphere of influence of the black hole directly. Instead, we use a technique called reverberation mapping which observes the variability of the AGN power-law continuum emission and the …
Understanding Atmospheres Across The Stellar-Substellar Boundary, Eileen C. Gonzales
Understanding Atmospheres Across The Stellar-Substellar Boundary, Eileen C. Gonzales
Dissertations, Theses, and Capstone Projects
Complexities in the atmospheres of sources that straddle the boundary between low-mass stars and planets drive the spectral features we observe and the fundamental parameters that we derive. In an effort to understand the underlying cause of these spectral features, this work examines low-mass stars and brown dwarfs using two approaches: distance-calibrated spectral energy distributions (SEDs) and atmospheric retrievals. SEDs allow for the determination of semi-empirical fundamental parameters, while atmospheric retrievals allow us to derive the atmospheric structure and composition, as well as extrapolated fundamental parameters for a source. Low-metallicity and high surface gravity sources, known as subdwarfs, are the …
Chronos Spacecraft With Chiron Probe: Exploration Of The Hydrosphere, Principle Satellites, Atmosphere, And Rings Of Uranus, Payton E. Pearson
Chronos Spacecraft With Chiron Probe: Exploration Of The Hydrosphere, Principle Satellites, Atmosphere, And Rings Of Uranus, Payton E. Pearson
Theses and Dissertations
A design reference mission using more modern technological innovations has been developed for exploration of the outer reaches of our Solar System, specifically Uranus and its system of satellites. This mission will utilize theoretical technologies mostly without regard to their current technological readiness level (TRL), though most systems have a TRL of at least 5. The primary innovations explored in this thesis are the new launch systems that provide far greater payload capacity potentially sent to anywhere in the Solar System, new Stirling-engine radioisotope thermoelectric generators (SRTGs), vastly improved data storage technologies, optimized satellite antenna relay of data using much …
An Accurate Solution Of The Self-Similar Orbit-Averaged Fokker-Planck Equation For Core-Collapsing Isotropic Globular Clusters: Properties And Application, Yuta Ito
Dissertations, Theses, and Capstone Projects
Hundreds of dense star clusters exist in almost all galaxies. Each cluster is composed of approximately ten thousand through ten million stars. The stars orbit in the clusters due to the clusters' self-gravity. Standard stellar dynamics expects that the clusters behave like collisionless self-gravitating systems on short time scales (~ million years) and the stars travel in smooth continuous orbits. Such clusters temporally settle to dynamically stable states or quasi-stationary states (QSS). Two fundamental QSS models are the isothermal- and polytropic- spheres since they have similar structures to the actual core (central part) and halo (outskirt) of the clusters. The …
Machine Learning For Scientific Data Mining And Solar Eruption Prediction, Hao Liu
Machine Learning For Scientific Data Mining And Solar Eruption Prediction, Hao Liu
Dissertations
This dissertation explores new machine learning techniques and adapts them to mine scientific data, specifically data from solar physics and space weather studies. The dissertation tackles three important problems in heliophysics: solar flare prediction, coronal mass ejection (CME) prediction and Stokes inversion.
First, the dissertation presents a long short-term memory (LSTM) network for predicting whether an active region (AR) would produce a certain class of solar flare within the next 24 hours. The essence of this approach is to model data samples in an AR as time series and use LSTMs to capture temporal information of the data samples. The …
Flare Emission Observed In High Resolution And Comparison With Numerical Modeling, Nengyi Huang
Flare Emission Observed In High Resolution And Comparison With Numerical Modeling, Nengyi Huang
Dissertations
As one of the most intense activities on the solar surface, flares have been extensively observed and studied ever since the first report. The standard model of solar flares has been established and commonly accepted. However, many limitations from the researching tools have left some of the problems unsolved or controversial. For example, the density of electrons in the corona is lower than it is required to activate the observed emission in HXR, and the mechanism that these electron beams can penetrate down to lower chromosphere is unclear. Many theoretical scenarios were suggested, and more observations had been in need. …
Flux Variability In Gamma-Ray Blazars, Benjamin Groebe
Flux Variability In Gamma-Ray Blazars, Benjamin Groebe
Arts & Sciences Electronic Theses and Dissertations
Blazars, among the most luminous objects in the sky, are extreme members of the class of active galactic nuclei featuring powerful outflows of relativistic particles in the form of jets pointed towards the observer. They display strong flux variability in all observed wavebands and on all observed timescales, with significant changes in flux observed in some sources over periods of as short as minutes. These remarkable observations have led to open questions regarding the nature of particle acceleration in the jets, location of the radiating particles along the jet, and the connection between jet emission and rate of accretion onto …
X-Rays From Warped Black Hole Accretion Disks, Quincy Abarr
X-Rays From Warped Black Hole Accretion Disks, Quincy Abarr
Arts & Sciences Electronic Theses and Dissertations
In this thesis, I present the results from my research to better understand accretion onto black holes and neutron stars based on spectropolarimetric X-ray observations.
I have developed a general relativistic ray-tracing code which simulates X-rays from warped accretion disks around black holes.
I used this to predict the polarization of the thermal X-ray emission and the energy spectrum the reflected power law emission.
Both of these can be used to measure properties of black hole systems, such as the spin parameter and the inclination of the observer to its spin axis.
My results enable the measurement of these parameters …
New Physics With Ultra-High Energy Neutrinos, Yicong Sui
New Physics With Ultra-High Energy Neutrinos, Yicong Sui
Arts & Sciences Electronic Theses and Dissertations
Ultra-high energy (UHE) astrophysical neutrinos are unique in the sense that they are the
only known particles that could travel through incredibly long distance unattenuated, with
TeV to EeV energy, much higher than the most powerful man-made collider could provide.
The detection of these UHE neutrinos has ushered a new era in neutrino astrophysics, as they
carry important information directly from the inside of energetic astrophysical objects. On the
other hand, from the particle physics point of view, the UHE neutrinos also offer a new window
of opportunity for studying beyond the Standard Model (BSM) phenomena. This is the main …
Active Magnetic Radiation Shielding For Long-Duration Human Spaceflight, Kristine Ferrone
Active Magnetic Radiation Shielding For Long-Duration Human Spaceflight, Kristine Ferrone
Dissertations & Theses (Open Access)
Exploration of interplanetary space presents dramatic hazards to human survival.
Space radiation hazards outside the protection of the Earth’s magnetosphere can
produce both acute and chronic health risks and thus become limiting factors for
NASA’s planned mission to Mars by the 2030s. Radiation exposure on a Mars mission
is delivered primarily by high energy ions from galactic cosmic rays and moderate
energy protons from solar particle events. The chronic radiation dose due to galactic
cosmic rays on a typical Mars mission is on the order of 1 Sv, and additional acute
radiation dose from solar flares can reach over 4 …
Accumulation Of Polar Vorticity On Giant Planets: Towards A Three-Dimensional Theory, Shawn R. Brueshaber
Accumulation Of Polar Vorticity On Giant Planets: Towards A Three-Dimensional Theory, Shawn R. Brueshaber
Dissertations
My research investigates the polar atmospheric dynamics of the giant planets: Jupiter and Saturn (gas giants), and Uranus and Neptune (ice giants). I conduct my research modifying and applying the Explicit Planetary Isentropic Coordinate global circulation code to model the polar regions of the four giant planets.
The motivation behind my research is to uncover the reason why giant planet polar atmospheric dynamics differ. Jupiter features multiple circumpolar cyclones arranged in geometrical configurations, whereas Saturn features a single pole-centered cyclone. Uranus and Neptune also appear to have single pole-centered cyclones, albeit, larger than those on Saturn. …
Modeling The Obscuring Features In Active Galactic Nuclei: An X-Ray Analysis Of Ngc 1052, Samantha E. Cabral
Modeling The Obscuring Features In Active Galactic Nuclei: An X-Ray Analysis Of Ngc 1052, Samantha E. Cabral
Graduate Masters Theses
We present a multi-epoch analysis of the X-ray spectrum of NGC 1052, a nearby galaxy notorious for its well-studied spectral variability. We utilize observations from NuSTAR, XMM-Newton, Chandra, Swift, Suzaku, BeppoSAX, and ASCA to create a comprehensive set of data that spans roughly 20 years. Organizing our data by observation date and grouping into specific epochs allows us to explore a model allowed to flex and accommodate any spectral changes that occur over time in the X-ray spectrum of NGC 1052. We find that the spectrum takes on a relatively flat nature and is best modeled with two neutral absorption …
Probability Distribution Of Equations Of State For Astrophysical Simulations, Xingfu Du
Probability Distribution Of Equations Of State For Astrophysical Simulations, Xingfu Du
Doctoral Dissertations
The detection of gravitational wave during the neutron star merger event GW170817 greatly enhanced our ability to probe the interiors of neutron stars. Future measurements of similar events will put further constraints to the equation of state (EOS) of nuclear matter. Also, uncertainties in the EOS create variations in the results of astrophysical simulations of core-collapse supernovae and neutron star mergers. In order to quantify the uncertainties, we construct a probability distribution of equations of state (EOSs). We create a new EOS which respects experimental, observational and theoretical constraints on the nature of matter in various density and temperature regimes. …
Using Artificial Neural Networks To Detect Astronomical Transients, Katarzyna Wardęga
Using Artificial Neural Networks To Detect Astronomical Transients, Katarzyna Wardęga
Theses and Dissertations
A kilonova is an r-process-powered thermal transient created in the aftermath of a binary neutron star or black hole-neutron star merger. During these merger events, gravitational waves act as alert signals for telescopes to respond and search for potential optical counterparts. The localization probability regions for gravitational waves on the sky can be large. Additionally, kilonovae are rapidly-fading transients, making it crucial to develop an efficient method to detect them in image data. The standard method to detect transients is to subtract an image containing the plausible transient from a reference image of the same region taken at a different …
Python Implementation Of Batch Least-Squares Filter For Satellite Orbit Determination, Austin Ogle
Python Implementation Of Batch Least-Squares Filter For Satellite Orbit Determination, Austin Ogle
Doctoral Dissertations and Master's Theses
Accurate orbit determination techniques are fundamental to the maintenance and execution of any ongoing space-based mission. This project serves as a guide and demonstration of a batch sequential least-squares filter for Earth-orbiting satellites using exclusively open-source technologies. The target audience for this project was an academic institution aiming to keep track of an irregularly documented satellite. The observation function mimics a telescope, accepting right ascension and declination as measured values.
State propagation was handled using the Poliastro library. This package boasts FORTRANlevel speed by utilizing the DOPRI8 integrator, explicitly calling FORTRAN code. Matrix inversion was solved using the SciPy banded …
Topics In Gravitational Wave Physics, Aaron David Johnson
Topics In Gravitational Wave Physics, Aaron David Johnson
Graduate Theses and Dissertations
We begin with a brief introduction to gravitational waves. Next we look into the origin of the Chandrasekhar transformations between the different equations found by perturbing a Schwarzschild black hole. Some of the relationships turn out to be Darboux transformations. Then we turn to GW150914, the first detected black hole binary system, to see if the nonlinear memory might be detectable by current and future detectors. Finally, we develop an updated code for computing equatorial extreme mass ratio inspirals which will be open sourced as soon as it has been generalized for arbitrary inclinations.
An Experimental Investigation Of Liquid Hydrocarbons In A Simulated Titan Environment, Kendra Farnsworth
An Experimental Investigation Of Liquid Hydrocarbons In A Simulated Titan Environment, Kendra Farnsworth
Graduate Theses and Dissertations
Saturn’s moon, Titan, has surface conditions (89–94 K, 1.5-bar atmosphere) that permit lakes of methane, ethane, and dissolved atmospheric nitrogen. The effects of atmospheric nitrogen on methane-ethane liquid properties is poorly understood, leading to uncertainty in Titan modeling. I address this question by experimentally investigating the physical properties of methane-ethane liquids under a 1.5-bar nitrogen atmosphere in a simulated Titan environmental chamber.
Chapter 1 addresses nitrogen dissolution kinetics in Titan’s liquid hydrocarbons. I found an exponential increase in nitrogen quantity and diffusion coefficients with increasing methane mol%. I find that Titan’s liquids are likely not saturated in nitrogen, with dissolution …
A Numerical Survey Of Multi-Planet Systems’ Inclination Excitation And Survival Under The Influence Of An Oblate, Tilted Star, Kathleen M T Schultz
A Numerical Survey Of Multi-Planet Systems’ Inclination Excitation And Survival Under The Influence Of An Oblate, Tilted Star, Kathleen M T Schultz
Electronic Theses and Dissertations
Among the many exciting and thought-provoking discoveries facilitated by the Kepler telescope, one of the most puzzling is the very large proportion of systems with only a single transiting planet in them, relative to the number of systems with multiple transiting planets. Given that most of these multis are close together and have low mutual inclinations, and that planetary systems tend to form in such a configuration, the next logical step is to guess that at least some of the singles are part of multi-planet systems with large mutual inclinations between planets, excited by some other object’s gravitational perturbations. A …
Computational Astronomy: Classification Of Celestial Spectra Using Machine Learning Techniques, Gayatri Milind Hungund
Computational Astronomy: Classification Of Celestial Spectra Using Machine Learning Techniques, Gayatri Milind Hungund
Master's Projects
Lightyears beyond the Planet Earth there exist plenty of unknown and unexplored stars and Galaxies that need to be studied in order to support the Big Bang Theory and also make important astronomical discoveries in quest of knowing the unknown. Sophisticated devices and high-power computational resources are now deployed to make a positive effort towards data gathering and analysis. These devices produce massive amount of data from the astronomical surveys and the data is usually in terabytes or petabytes. It is exhaustive to process this data and determine the findings in short period of time. Many details can be missed …