Personal profile
Research Interests
I focus on developing mechanistic models specifically designed for the dairy and pharmaceutical industries. My approach involves utilising a blend of artificial neural networks (ANN), the Monte Carlo method, Discrete Element methods, CFD and the population balance approach. In addition, I actively contribute to the advancement of numerical techniques to tackle integro-partial differential equations, particularly those related to population balance equations, and conduct thorough convergence analyses. Moreover, I am passionate about delving into approximate, semi-analytical, and analytical solutions for both linear and nonlinear differential and integro-partial differential equations in my research pursuits.
Teaching Interests
Biography
MSc in Mathematics, Guru Nanak Dev University Amritsar (2008).
PhD (Applied Mathematics), Indian Institute of Technology Kharagpur (2015).
Experience
Related documents
Education/Academic qualification
PhD, Forward and Inverse Problems in Population Balances, Indian Institute of Technology Kharagpur
29 Dec 2009 → 23 Oct 2015
Award Date: 23 Oct 2015
Masters, Guru Nanak Dev University
17 Jun 2006 → 20 Jun 2006
Award Date: 20 Jun 2008
Bachelor, Khalsa College Amritsar
15 May 2003 → 15 May 2006
Award Date: 15 May 2006
Keywords
- TP Chemical technology
- Population balance models
- CFD
- DEM
- Numerical analysis
- Machine Learning
- Integro-partial differenital equations
- Analytical solutions
- Singular value problems
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 2 Zero Hunger -
SDG 6 Clean Water and Sanitation -
SDG 9 Industry, Innovation, and Infrastructure
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Collaborations and top research areas from the last five years
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An accurate approach and its convergence analysis for the multidimensional nonlinear collisional breakage equations
Arora, G., Hussain, S., Walker, G., Cattani, C., Heinrich, S. & Singh, M., 1 May 2026, In: Chemical Engineering Science. 325, 123400.Research output: Contribution to journal › Article › peer-review
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Novel Hybrid ANN-Interpolation Techniques for Predicting Mean Residence Time in Wet Twin Screw Granulation Application: A Critical Review
Rae, M., Ranade, V. V., Walker, G., Heinrich, S., Ramachandran, R. & Singh, M., Mar 2026, In: Archives of Computational Methods in Engineering. 33, 2, p. 2355-2373 19 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Sustainable Continuous Drying of High Moisture Content Seaweed via Twin Screw Extrusion—A Proof of Concept Study and Statistical Analysis
Habeeb Allah, A., Rae, M., Singh, M., Solomon, S. & Walker, G. M., Feb 2026, In: Journal of Food Science. 91, 2, e70930.Research output: Contribution to journal › Article › peer-review
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A meshfree approach for the rennet-induced coagulation equation: Spline based multistage Bernstein collocation method and its convergence analysis
Sriwastav, N., Das, A., Shardt, O., Kumar, J. & Singh, M., Jul 2025, In: Applied Mathematical Modelling. 143, 116035.Research output: Contribution to journal › Article › peer-review
Open Access -
An algorithm based on homotopy perturbation theory and its mathematical analysis for singular nonlinear system of boundary value problems
Pathak, P., Barnwal, A. K., Sriwastav, N., Singh, R. & Singh, M., 15 May 2025, In: Mathematical Methods in the Applied Sciences. 48, 7, p. 7745-7766 22 p.Research output: Contribution to journal › Article › peer-review