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Prithwish Ghosh

Astronomy, Astro statistics, Geo Statistics, Bayesian Inference, Directional Statistics

My research interest is Cosmology, Probability Theory, Statistics, Astrophysics, Geo-statistics, Migrations, Observational Astronomy, Astronomy, Spherical Statistics, Bayesian Inference, Circular Statistics, Interdisciplinary sciences

Works (25)

Updated: March 23rd, 2025 05:02

2025 journal article

A Flexible Spherical Mixture Model for Gamma-Ray Burst Patterns Obtained from BATSE and FERMI Mission

Publications of the Astronomical Society of the Pacific, 137(2), 024503.

By: P. Ghosh*, S. Ghosh* & D. Chatterjee

topics (OpenAlex): Gamma-ray bursts and supernovae; Pulsars and Gravitational Waves Research; Astronomy and Astrophysical Research
Sources: NC State University Libraries, ORCID, NC State University Libraries
Added: February 24, 2025

2025 journal article

Redshift‐Agnostic Machine Learning Classification: Unveiling Peak Performance in Galaxy, Star, and Quasar Classification (Using <scp>SDSS DR17</scp>)

Astronomische Nachrichten.

By: D. Chatterjee* & P. Ghosh n

author keywords: astrostatistics; machine learning; stellar classification
topics (OpenAlex): Remote Sensing in Agriculture; Leaf Properties and Growth Measurement; Spectroscopy and Chemometric Analyses
Sources: NC State University Libraries, ORCID, Web Of Science, Crossref
Added: March 2, 2025

2024 article

Comparative Analysis of Machine Learning Algorithms for Breast Cancer Classification: SVM Outperforms XGBoost, CNN, RNN, and Others

Ghosh, P., & Chatterjee, D. (2024, April 26). BioRxiv.

By: P. Ghosh n & D. Chatterjee*

Contributors: P. Ghosh n & D. Chatterjee*

topics (OpenAlex): AI in cancer detection; Gene expression and cancer classification; Spectroscopy and Chemometric Analyses
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
3. Good Health and Well-being (OpenAlex)
Source: ORCID
Added: March 2, 2025

2024 journal article

Do Magnetic murmurs guide birds? A directional statistical investigation for influence of Earth's Magnetic field on bird navigation

PLOS ONE, 19(6).

By: P. Ghosh n, D. Chatterjee*, A. Banerjee*, S. Das* & A. Saqr

Contributors: P. Ghosh n, D. Chatterjee*, A. Banerjee* & S. Das*

Ed(s): A. Saqr

topics (OpenAlex): Avian ecology and behavior; Marine animal studies overview; Scientific Research and Discoveries
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
14. Life Below Water (OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: October 21, 2024

2024 article

From Deep Learning Maze to Neural Network Waltz: Unveiling Peak Performance in Stellar Classification (Using SDSS DR17)

Research Square.

By: D. Chatterjee* & P. Ghosh n

Contributors: D. Chatterjee* & P. Ghosh n

topics (OpenAlex): Gamma-ray bursts and supernovae; Remote Sensing in Agriculture; Astronomical Observations and Instrumentation
Source: ORCID
Added: March 2, 2025

2024 journal article

Mercury's Meteorite Mysteries: A Directional Statistical Guide to Mercury's North Pole, Hidden Hazards and Roadmap to Safe Landing Havens Based on Solar Elevation, Ice Stability, Temperature

PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC, 136(11).

By: D. Chatterjee & P. Ghosh*

Contributors: D. Chatterjee & P. Ghosh*

topics (OpenAlex): Planetary Science and Exploration; Astro and Planetary Science; Space Exploration and Technology
Sources: Web Of Science, ORCID, NC State University Libraries
Added: December 16, 2024

2024 journal article

Modeling informative dropout in longitudinal data: A joint model approach

Journal of Statistical Research, 58(1), 97–110.

By: S. Dutta*, P. Ghosh* & A. Chakraborty*

Contributors: S. Dutta*, P. Ghosh* & A. Chakraborty*

topics (OpenAlex): Statistical Methods in Clinical Trials; Statistical Methods and Bayesian Inference; Statistical Methods and Inference
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
3. Good Health and Well-being (OpenAlex)
Sources: NC State University Libraries, ORCID, Crossref
Added: March 2, 2025

2024 article

Navigating Martian Terrain: A Directional Probabilistic Model for Crater Formation and Landing Site Detection

SSRN.

By: D. Chatterjee* & P. Ghosh n

Contributors: D. Chatterjee* & P. Ghosh n

topics (OpenAlex): Planetary Science and Exploration; Space Exploration and Technology; Astro and Planetary Science
Source: ORCID
Added: March 2, 2025

2024 article

On Spatio-temporal Directional Association of Blue and Humpback Whale’s Migratory Path Navigation with Sun, Moon, Ocean Current & Earth’s Magnetic Field

Chatterjee, D., & Ghosh, P. (2024, July 19). On Spatio-temporal Directional Association of Blue and Humpback Whale’s Migratory Path Navigation with Sun, Moon, Ocean Current & Earth’s Magnetic Field.

By: D. Chatterjee* & P. Ghosh n

topics (OpenAlex): Aerospace Engineering and Energy Systems; Arctic and Antarctic ice dynamics
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
14. Life Below Water (OpenAlex)
Source: ORCID
Added: March 2, 2025

2024 journal article

On the directional nature of celestial object's fall on the earth (Part 1: distribution of fireball shower, meteor fall, and crater on earth's surface)

MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 531(1), 1294–1307.

By: P. Ghosh n, D. Chatterjee* & A. Banerjee*

Contributors: P. Ghosh n, D. Chatterjee* & A. Banerjee*

author keywords: methods: data analysis; methods: statistical; meteorites, meteors, meteoroids
topics (OpenAlex): Astro and Planetary Science; Planetary Science and Exploration; Solar and Space Plasma Dynamics
Sources: Web Of Science, ORCID, NC State University Libraries
Added: June 11, 2024

2024 conference paper

Optimizing Breast Cancer Classification: A Comparative Analysis of Supervised and Unsupervised Machine Learning Techniques

Ghosh, P., & Banerjee, D. (2024, April 12).

By: P. Ghosh n & D. Banerjee*

topics (OpenAlex): AI in cancer detection
Source: ORCID
Added: March 2, 2025

2024 journal article

Optimizing machine learning for water safety: A comparative analysis with dimensionality reduction and classifier performance in potability prediction

PLOS WATER, 3(8).

Contributors: D. Chatterjee*, P. Ghosh n, A. Banerjee* & S. Das*

Ed(s): D. Reddythota

topics (OpenAlex): Water Quality Monitoring Technologies; Hydrological Forecasting Using AI; Water Quality and Pollution Assessment
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
6. Clean Water and Sanitation (OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: February 17, 2025

2024 article

Statistical Machine Learning Evidence Supports Five as the Optimal Number of Clusters for Gamma-Ray Burst Classification Over Three

SSRN.

By: D. Chatterjee* & P. Ghosh n

Contributors: D. Chatterjee* & P. Ghosh n

topics (OpenAlex): Gamma-ray bursts and supernovae
Source: ORCID
Added: March 2, 2025

2023 conference paper

A Heuristic Evaluation of Partitioning Techniques Considering Early-Type Galaxy Databases

Engineering Proceedings, 56(1).

By: P. Ghosh* & S. Chakraborty*

Contributors: P. Ghosh* & S. Chakraborty*

topics (OpenAlex): Advanced Statistical Methods and Models; Bayesian Methods and Mixture Models; Face and Expression Recognition
Source: ORCID
Added: March 2, 2025

2023 thesis

A Novel Spherical Statistics-based Spatio-Temporal Analysis to Unveil Distributional Properties of Meteor Strike on Earth

(P. Ghosh, Ed.).

By: P. Ghosh

Contributors: P. Ghosh, P. Ghosh, P. Ghosh & P. Ghosh

Ed(s): P. Ghosh

topics (OpenAlex):
Source: ORCID
Added: March 2, 2025

2023 thesis

A Novel Spherical Statistics-based Spatio-Temporal Analysis to Unveil Distributional Properties of Meteor Strike on Earth

(Master's Dissertation). Department of Statistics Visva Bharati.

By: P. Ghosh

Source: NC State University Libraries
Added: March 11, 2025

2023 report

Classification of Households by Non-Expenditure Approach: A Soft Check and Study Based of Household Data of 78th Round Report dataset July 2023

Kolkata: Ministry of Statistics and Programme Implementation, Government of India.

By: P. Ghosh & S. Dey

Source: NC State University Libraries
Added: March 11, 2025

2023 conference paper

Revisit to A Prominent Example of The Curse of Dimensionality: Re-investigating Anomaly Behaviour of Monte Carlo Estimate of π in Higher Dimension

Conference: 16th International Conference MSAST 2022. https://drive.google.com/file/d/1cBTBhRYi4TeRCMImsisZA499-7FD6Xpq/view

Contributors: P. Ghosh, S. Chakraborty & D. Chatterjee

Source: ORCID
Added: March 2, 2025

2023 article

Revisit to a Prominent Example Of The Curse of Dimensionality: Re-Investigating Anomaly Behaviour of Monte Carlo Estimate of Π In Higher Dimension

SSRN.

By: P. Ghosh*, S. Chakraborty & D. Chatterjee

Contributors: P. Ghosh*, S. Chakraborty & D. Chatterjee

topics (OpenAlex): Mathematical Approximation and Integration; Scientific Research and Discoveries; Probabilistic and Robust Engineering Design
Source: ORCID
Added: March 2, 2025

2023 conference paper

Spectral Classification of Quasar Subject to Redshift: A Statistical Study

Ghosh, P., & Chakraborty, S. (2023, April 28).

By: P. Ghosh* & S. Chakraborty*

topics (OpenAlex): Spectroscopy and Chemometric Analyses; Astronomy and Astrophysical Research; Advanced Statistical Methods and Models
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
10. Reduced Inequalities (OpenAlex)
Source: ORCID
Added: March 2, 2025

2023 conference paper

”Revisit to A Prominent Example of The Curse of Dimensionality: Re-investigating Anomaly Behaviour of Monte Carlo Estimate of π in Higher Dimension

17th International Conference MSTAST. Presented at the 17th International Conference MSTAST.

By: P. Ghosh

Event: 17th International Conference MSTAST

Source: NC State University Libraries
Added: March 11, 2025

2022 journal article

Breast Cancer Wisconsin (Diagnostic) Prediction

International Journal of Science and Research (IJSR), 11(5), 178–185.

By: P. Ghosh

Contributors: P. Ghosh*, P. Ghosh, P. Ghosh, P. Ghosh & P. Ghosh

Ed(s): P. Ghosh*

topics (OpenAlex): Breast Cancer Treatment Studies; Biomedical Text Mining and Ontologies
Sources: Crossref, ORCID
Added: March 2, 2025

2022 conference paper

Classification and Distributional properties of Gamma Ray Bursts

16th International Conference MSAST, 11, 148–156.

By: P. Ghosh & S. Chakraboty

Event: 16th International Conference MSAST at Kolkata, India on December 21-23, 2022

Source: NC State University Libraries
Added: March 11, 2025

2022 conference paper

Classification and Distributional properties of Gamma Ray Bursts

In P. Ghosh & S. Chakraborty (Eds.), Conference: 16th International Conference MSAST 2022. https://drive.google.com/file/d/1xSQR00CTKG5hfPMDaTbNEwjtpH62r2h4/view?usp=sharing

By: P. Ghosh & S. Chakraborty

Contributors: P. Ghosh, P. Ghosh, P. Ghosh, S. Chakraborty, S. Chakraborty, S. Chakraborty, S. Chakraborty

Ed(s): P. Ghosh & S. Chakraborty

Source: ORCID
Added: March 2, 2025

2021 thesis

A detailed Production scenario on Rice and Wheat in major Crop Production Districts of West Bengal

(Undergraduate Project). Indian Statistical Institute, & Sister Nivedita University.

By: P. Ghosh

Source: NC State University Libraries
Added: March 11, 2025

Employment

Updated: February 5th, 2025 15:28

2024 - present

North Carolina State University Raleigh, US
Teaching Assistant Statistics

2024 - 2024

Sister Nivedita Univeristy Kolkata, India, IN
Visiting Professor Statistics

Education

Updated: April 22nd, 2024 22:23

2024 - present

North Carolina State University Raleigh, US
PhD Statistics

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