Lecturer
[Physics of Complex Systems, Computational Physics]
Email: pradeep.bha@mahidol.ac.th , bhadola_pradeep@yahoo.co.in
Google Scholar
Research Interest:
Complex System and Networks,
Computational Physics and Data Science,
Application of Statistical Mechanics and Machine Learning to biology,
economics and finance.
EDUCATION
- Doctor of Philosophy (Ph.D.) Physics, (2016)
Department of Physics & Astrophysics, University of Delhi, Delhi, India. - Master of Science (Hons.) Physics, (2008)
Department of Physics & Astrophysics, University of Delhi, Delhi, India. - Bachelor of Science (Hons.) Physics, (2006)
Atma Ram Sanatan Dharma College, University of Delhi, Delhi, India.
RESEARCH GRANTS & PROJECTS
- MU Fundamental Fund(FF) Research Grant (PI)
Funding Agency: Mahidol University
Project: Adaptive Networks in the Digital Age: Dynamics, Control, Phase Changes, Information Flow,
2024-Present - MU Fundamental Fund(FF) Research Grant (PI)
Funding Agency: Mahidol University
Project: Structure, Dynamics, and Evolution of Multiplex network
2023-2025 - MU Fundamental Fund(FF) Research Grant (Co-PI)
Funding Agency: Mahidol University
Project: Deformed nonlinear models in networks: Local models and topological effects
2023 – 2025 - NU Research Project (PI)
Funding Agency: Naresuan University, Thailand
Project: Physics of Complex Systems: Economic, Social and Financial Systems.
2018 – 2020
RESEARCH PUBLICATIONS
- Structure combinatorics and thermodynamics of a matrix model with Penner Interaction Inspired by Interacting RNA,
Pradeep Bhadola, Itty Garg, and Nivedita Deo
Nuclear Physics B, Vol. 870, 384-396 (2013). - Genus distribution and thermodynamics of random matrix model of RNA with Penner interaction,
Pradeep Bhadola and Nivedita Deo
Physical Review E. 88, 032706 (2013). - Study of RNA structures with a connection to random matrix theory,
Pradeep Bhadola and Nivedita Deo
Chaos Solitons & Fractals, 81, 542-550 (2015). - Matrix Model with Penner interaction inspired by interacting RNA,
Pradeep Bhadola and Nivedita Deo
Pramana 84(2), 295 − 308 (2015). - Targeting functional motifs of a protein family,
Pradeep Bhadola and Nivedita Deo
Physical Review E., 94(4), 042409 (2016). - Physiochemical property based approach for protein sequence analysis,
Pradeep Bhadola and Nivedita Deo
Journal of Physics: Conf. Series, 1144 (1), 012083
(2018). - Spectral analysis of financial threshold networks,
Pradeep Bhadola, S. Saichaemchan, and N. Deo
Indian Academy of Sciences Conf. Series 3:1 (2020). - Analysis and dynamics of the international coffee
trade network,
O. Sujaritpong, S. Yoo-Kong, and Pradeep Bhadola
Journal of Physics: Conf. Series, 1719 (1), 012106 (2021). - Evolution, structure, and dynamics of the Thai stock market: A network perspective,
S. Saichaemchan and Pradeep Bhadola
Journal of Physics: Conf. Series, 1719 (1), 012105 (2021). - Explainable natural language processing with matrix product states,
J. Tangpanitanon, C. Mangkang, P. Bhadola, Y.
Minato, D. Angelakis, T. Chotibut
New Journal of Physics 24 (5), 053032 (2022), - Random Matrix Analysis of Protein Families
R. Kumari, N. Deo, and Pradeep Bhadola
ECS Transactions 107 (1), 18877 (2022). - Statistical analysis of simple sequence repeats in genome sequence: A case of Acheta domesticus (Orthoptera: Gryllidae),
S Homchan, Pradeep Bhadola, and Y Gupta
ECS Transactions 107 (1), 14799 (2022). - Analysis of microenvironment data using low-cost portable data logger based on a microcontroller
Pradeep Bhadola, Y. M. Gupta, A. Kongbangkerd, B. Kunakhonnuruk
ECS Transactions 107 (1), 15099, (2022). - Classifying DNA barcode sequences of four Orthoptera orders of insects using Tensor Network,
Yash M Gupta and Pradeep Bhadola
Accepted in Agriculture and Natural Resources, ANRES (2022). - Assessing temporal correlation in environmental risk factors to design efficient area-specific COVID-19 regulations: Delhi based case study
Vishal Chaudhary (U. of Delhi, India), Pradeep Bhadola (NAS Mahidol U.) Ajeet Kaushik (Florida Polytechnic U., USA), Mohammad Khalid (Sunway U., Malaysia) , Hidemitsu Furukawa (Yamagata U., Japan), Ajit Khosla (Xidian U., China)
Scientific Reports 12, 12949 (2022) (Q1) - Progress in engineering interlayer space modulated MXenes to architect next-generation airborne pollutant sensors
V Chaudhary (U. of Delhi, India), HTA Awan (Sunway U., Malaysia), M Khalid (Sunway U., Malaysia), Pradeep Bhadola (NAS Mahidol U.), R Tandon (U. of Delhi, India), A Khosla (Xidian U., China).
Sensors and Actuators B: Chemical, 133225, (2022) (Q1) - A Cost-Effectiveness Analysis of Pre-Exposure Prophylaxis to Avert Rabies Deaths in School-Aged Children in India
A Royal ( Universitas Gadjah Mada, Indonesia), D John (Ramaiah University of Applied Sciences, India), O Bharti (Department of Health & Family Welfare, Government of Himachal Pradesh ), R Tanwar (Directorate of Health Services, Government of Madhya Pradesh) , DK Bhagat (JNU, Delhi India), RS Padmawati ( Universitas Gadjah Mada, Indonesia), V Chaudhary (U. of Delhi, India), R Umapathi ( Inha University, Korea) , Pradeep Bhadola (NAS Mahidol U.), A Utarini ( Universitas Gadjah Mada, Indonesia)
Vaccines 11 (1), 88, (2022) (Q1) - Exploring complexity of class-A Beta-lactamase family using physiochemical-based multiplex networks. Pradeep Bhadola* and Nivedita Deo. Scientific Reports 13 (1), 20626 (2023).
- Analysing role of airborne particulate matter in abetting SARS-CoV-2 out break for scheming regional pandemic regulatory modalities. Pradeep Bhadola et. al. Environmental Research 236, 116646 (2023).
- Statistical analysis of proteins families: a network and random matrix approach, Rakhi Kumari, Pradeep Bhadola and Nivedita Deo. The European Physical Journal B 97 (10), 148 (2024)
- Artificial Intelligence-Powered Nanosensor Platforms for Non-Invasive Breathomic Diagnostics , Vishal Chaudhary, and Pradeep Bhadola* Nanotechnology, Science and Applications, 611-641 (2025)
- Multiplex Network-Based Approach to Gas Sensing. Pradeep Bhadola* and Ajit Khosla. , IEEE Access 13, 67588, (2025).
- Artificial Intelligence-Powered Nanosensor Platforms for Non-Invasive Breathomic Diagnostics. Vishal Chaudhary, and Pradeep Bhadola*. Nanotechnology, Science and Applications 18, 611, (2025)
- A Simulation‐Based Study of a Black Phosphorus‐Based Complex Multilayer SPR‐Based Optical Sensor for Wastewater Monitoring. Vishal Chaudhary, Chethan Muniraju, Helen Merina Albert, and Pradeep Bhadola* .
Electron 4 (1), e70023 (2026). - Harnessing complex light-matter interactions for point-of-care nano-optical biosensing. Vishal Chaudhary, H Sable, and Pradeep Bhadola*. Advances in Physics: X 11 (1), 2609776 (2026).
BOOK CHAPTERS
- Advancements in MXenes
Vishal Chaudhary (U. of Delhi, India), Akash Sharma (Shoolini U., India ,, Pradeep Bhadola (NAS Mahidol U.),, Ajeet Kaushik (Florida Polytechnic University),
In Fundamental Aspects and Perspectives of MXenes (pp. 301-324). Springer, Cham.
Published Date: 7 June 2022 - Spectral & network method in Financial Time series analysis: a study on stock & currency Market,
Pradeep Bhadola and Nivedita Deo
Network Theory and Agent-Based Modeling in Economics and Finance, Springer, Singapore. (2019). - Evolution and dynamics of the currency network,
Pradeep Bhadola and Nivedita Deo,
New Perspectives and Challenges in Econophysics and Sociophysics, Springer, Cham (2019). - Extreme eigenvector analysis of global financial
correlation matrices,
Pradeep Bhadola, and Nivedita Deo,
Econophysics and Sociophysics: Recent Progress and Future Directions (2017).
OTHER ACTIVITIES
- Editorial Board Member, Humanities and Social Sciences Communications, Springer Nature, 2025- Present.
- Chair, The First International Conference on Network Science and Complexity, Nexus 2025: The Intersection of Complexity, Networks, Algorithms, & Applications 17-19th March 2025, Mahidol University, Thailand.
- Organizer, Lecture series on complexity, Complexity@2pm, (14 lectures) (2023-present) , Centre for Theoretical Physics & Natural Philosophy, Mahidol University, Nakhon Sawan, Thailand
- Mentored and collaborated with Yugam Padha (Faculty of Mathematical Science, University of Jammu, Jammu, Jammu & Kashmir, India.) on research involving explainable machine learning, sensor data analytics, and AI-driven scientific applications.
- Co-organizer, An international online seminar series focussed on bridging gap of theoretical physics with experimental studies, Interfaces (2 lectures, 2025-present), Centre for Theoretical Physics & Natural Philosophy, Mahidol University, Nakhon Sawan, Thailand.
- Lecture series on Linear Algebra and its application to Complex Systems, (6 Hours), The Box’s Summer School , 12-13 July 2025, Centre for Theoretical Physics & Natural Philosophy, Mahidol University, Nakhon Sawan, Thailand
- Lecture series on Complexity, (5 Lectures, NAS basic camp 2, 27-29 March 2025, Centre for Theoretical Physics & Natural Philosophy, Mahidol University, Nakhon Sawan, Thailand.
- Lecture series on Linear Algebra, (5 Hours), NAS basic camp 1, 20-23 July 2023, Centre for Theoretical
Physics & Natural Philosophy, Mahidol University, Nakhon Sawan, Thailand. - Workshop on Machine Learning with Python, 7-8 March 2020, The Institute for Fundamental Study, Naresuan University, Phitsanulok, Thailand.
- Member of Organizing Committee (Delhi University) A joint International conference Econophys-2017 & Asia Pacific Econophysics Conference (APEC)-2017 November 15 – 18, 2017 Jawaharlal Nehru University/ Delhi University, New Delhi, INDIA.
- Member of Organizing Committee (Delhi University) of ECONOPHYS-2015 International Workshop on ”Econophysics and Sociophysics November 27- December 1, 2015, New Delhi, Jawaharlal Nehru University / Delhi University, India.
- Member of Organizing Committee (Delhi University) Exploring an Interface between Economics and Physics, 6-7 November 2012, Department of Physics and Astrophysics, University of Delhi, Delhi, India.
- Member of Organizing Committee (Delhi University) 3rd Introductory Computational Tool Workshop, 29-31 October 2012, Department of Physics and Astrophysics, University of Delhi, Delhi, India.
For further details refer to CV