Teaching
- Operations Research
- Simulation Modelling and Analysis
- Decision Modelling
- Operations Analytics
- Data Mining for Business
- Industrial Engineering & Management
- Machine Learning
Designation: Assistant Professor
Department: Management Studies and Industrial Engineering
Email: rashmis[at]iitism[dot]ac[dot]in
Contact Number:
Office Number: +91-326-223-5616
Personal Page: Under Construction
About Me: Dr. Rashmi Singh is an Assistant Professor at IIT (ISM) Dhanbad specializing in Operations Research, Simulation Modelling, Optimization, Artificial Intelligence, Systemic Cyber Risk, Financial Network Resilience, Decision Support Systems, Entrepreneurship, and Sustainable Development.
Research Interest: • Simulation Modelling and Decision Support Systems • Systemic Cyber Risk and Financial Networks • Operations Research & Modelling • Artificial Intelligence Applications • Entrepreneurship and MSME Development • Sustainable Development
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Academic Qualification |
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Doctoral Research Details |
Research Area: Scheduling in Semiconductor Manufacturing Industries.
Title: Investigation of Existing Release Policies & Development of a Few Efficient Release Policies for Wafer Fabrication System – A Simulation Approach.
Advisor: Prof. M. Mathirajan
Academic Leadership |
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Awards/Honors/Recognition: |
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List of Publications in Reputed Journal |
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Authors |
Title |
Journal |
Vol. |
Issue |
Page No. |
Year |
DOI |
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Santanu Mondal & Rashmi Singh |
Enhancing Cyber Resilience in Financial Networks: A High uncertainty Simulation Tool for Probabilistic Risk Assessment and Strategic Resource Allocation |
Reliability Engineering & System Safety
(WoS JCR Q1) |
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2026 |
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Deependra Pal, Rashmi Singh & Niladri Das |
Adaptive Entrepreneurial Logics and Rural Enterprise Performance: Role of Dynamic Capabilities and Digital Technology Adoption |
Management Decision
(WoS JCR Q1)
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2026 |
10.1108/MD-11-2025-3409
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Santanu Mondal & Rashmi Singh |
Cyber risk propagation and budget optimization in financial networks: a Monte Carlo approach |
International Journal of System Assurance Engineering & Management
(WoS JCR Q2) |
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1-20 |
2025 |
https://doi.org/10.1007/s13198-025-03050-6 |
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Sumita Biswas, Rashmi Singh & Niladri Das |
Assessing the Impact of ESG Initiatives on Financial Performance in the Energy Sector from Developing Countries: Efficiency Analysis and Productivity Growth by Data Envelopment Analysis and Malmquist Index |
Data Analytics for Decision Making towards Business Excellence. Uncertainty and Operations Research. Springer, Singapore.
(Book Chapter) |
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241-280 |
2025 |
https://doi.org/10.1007/978-981-95-2429-7_10 |
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Deependra Pal, Rashmi Singh & Niladri Das |
Entrepreneurship and MSMEs’ financial performance: A bibliometric analysis and future research avenues |
Journal of International Entrepreneurship
(WoS JCR Q2) |
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1-58 |
2025 |
https://doi.org/10.1007/s10843-025-00399-4 |
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Madhu Kumari, Rashmi Singh & V.B. Singh |
Prioritization of Software Bugs Using Entropy‐Based Measures” in “Journal of Software: Evolution and Process |
Journal of Software: Evolution and Process
(WoS JCR Q3) |
37 |
2 |
1-20 |
2024 |
https://doi.org/10.1002/smr.2742
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Sumita Biswas, Rashmi Singh & Niladri Das |
A new paradigm for assessing the relationship between indigenous wellbeing and health: A meta-analytical study of critical factors in a global context |
Social Indicators Research
(WoS JCR Q1) |
176 |
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257-286 |
2024 |
https://doi.org/10.1007/s11205-024-03446-0
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Abhinav Karthikeyan Ravichandran & Rashmi Singh |
Investigating the potential domino effect of a dazzling fiscal‑period on CSR performance: a luxury brand scenario |
International Journal of Corporate Social Responsibility
(Springer) |
9 |
13 |
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2024 |
https:/doi.org/10.1186/s40991-024-00092-0 |
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Rashmi Singh & M Mathirajan |
Simulation modeling techniques for managing epidemic outbreak: a review, classification schemes, and meta-analysis |
Journal of Simulation
(WoS JCR Q3)
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17 |
6 |
709-728 |
2023 |
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Rashmi Singh & M Mathirajan |
A New Stage-Wise Control Release Policy for Semiconductor Wafer Fabrication Systems |
IEEE Transactions on Semiconductor Manufacturing
(WoS JCR Q3) |
34 |
1 |
115-134 |
2021 |
10.1109/TSM.2020.3042856 |
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Rashmi Singh & M Mathirajan |
Investigation of Different Inputs and A New Release Policy in Proposed Simulation Model for Wafer Fabrication System |
Sadhana-Academy Proceedings in Engineering Sciences
(WoS JCR Q2) |
44 |
2 |
41(1-19) |
2019 |
https://www.ias.ac.in/article/fulltext/sadh/044/02/0041 |
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Rashmi Singh & M Mathirajan |
Experimental Investigation for Performance Assessment of Scheduling Policies in Semiconductor Wafer Fabrication – A Simulation Approach |
International Journal of Advanced Manufacturing Technology
(WoS JCR Q2) |
99 |
5-8 |
1503-1520 |
2018 |
https://link.springer.com/article/10.1007%2Fs00170-018-2414-y |
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Mahamaya Mohanty, Rashmi Singh and Ravi Shankar |
Improving the Operational Efficiency of Outbound Retail Logistics Using Clustering of Retailers and Consumers |
Journal of Modelling in Management
(WoS JCR Q3) |
13 |
3 |
646-674 |
2018 |
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Details of International Conference & Paper Presentation |
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Author’s |
Title |
Conference |
Year |
Venue & Date |
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Sambuddha Maitra, Rashmi Singh, & Pragya Bajpai |
Facilitating Human Capital Quality Control in Service Industry: A Case Study on Urban Company using Automated Query Systems, Visual Tracker Enabled Dashboards and Spreadsheet-based Communication Tools |
23rd Conference of the International Federation of Operations Research Societies (IFORS 2023) |
2023 |
Santiago - Chile (July 10-14, 2023) |
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Pragya Bajpai and Rashmi Singh |
Optimize the Idle Freight for Flat Products Via Rail Network: Case Study in Steel Industry |
13th Conference of the Association of Asia Pacific Operations Research Societies (APORS 2022) |
2022 |
Eastwood Richmonde Hotel, Quezon City, Manila (November 9 - 12, 2022) |
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Rashmi Singh and M Mathirajan |
A Simulation Study for Assessing the Impact of Release Policies, Dispatching Rules and System Factors in Semiconductor Wafer Fabrication |
Fourth International Conference on Business Analytics and Intelligence (ICBAI 2016) |
2016 |
Indian Institute of Science, Bangalore, India (19-21, Dec. 2016). |
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Rashmi Singh and M Mathirajan |
Simulation Based Experimental Investigation for Performance Assessment of Scheduling Policies in Wafer Fabrication. |
International Symposium on Semiconductor Manufacturing Intelligence (ISMI2015) |
2015 |
KAIST, Daejeon, South Korea (16-18, Oct. 2015).
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Rashmi Singh and M Mathirajan |
Simulation Based Cause and Effect analysis of Input Variables in Wafer Fabrication Re-entrant Flow. |
Multidisciplinary International Scheduling Conference: Theory & Applications (MISTA 2015) |
2015 |
Prague, Czech Republic (25th – 28th August 2015).
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Rashmi Singh and M Mathirajan |
A Conceptual Framework for the Performance Assessment of Lot Release Policies |
The IEEE International Conference on Industrial Engineering and Engineering Management (IEEM 2014) |
2014 |
Malaysia, Selangor, pp: 948-952, (9th to 12th December). |
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Details of National Conference & Paper Presentation |
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Details of Sponsored Research Funding Received as Principal Investigator |
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Details of Sponsored Research Funding Received as Co-Principal Investigator |
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Consultancy (As Consultant Incharge) |
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Professional Development Programs (As Consultant In-charge/Co- Consultant In-charge) |
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Membership |
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Key achievements include |
Career Highlights |
International Academic Engagement |
Academic Service |
Academic Leadership |
Societal Impact |
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Conferences/Seminars/Webinars Conducted |
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Development of Laboratory |
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Industrial Experience (2 years approximately) |
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Thesis/Project Guidance |
Ph.D. student Thesis –
Guide for research scholar: Dr. Santanu Mondal (22DR0212) who had submitted his Ph.D. thesis entitled as “Development of an Integrated Stochastic Optimization Models and AI-Driven Framework for Systemic Cyber Risk Management in Interdependent Financial Networks” in partial fulfilment of the requirement for award of degree Doctor of Philosophy at IIT (ISM) Dhanbad and successfully defended his thesis on 18th May 2026.
Co-Guide for research scholar: Dr. Surajit Dey (12DR1031) who had submitted his Ph.D. thesis entitled as “Development of Decision Support System for Operational Scheduling of Major Earth Moving Equipment in an Opencast Coal Mine”, in partial fulfilment of the requirement for award of degree Doctor of Philosophy at IIT (ISM) Dhanbad and successfully defended his thesis on 23rd July 2021.
Guided fourteen M. Tech students and three M. Tech students are in the process of completing their master’s dissertation.
Guided two MBA, eight MBA (BA), and one Ex-MBA students for their Project Work