My research spans Artificial Intelligence, Operations Research, and Humanitarian Logistics, with a core focus on disaster management and optimization. I have published in reputed journals, contributing to areas such as metaheuristic algorithms, AI-based demand forecasting, and multi-objective sustainable logistics.
Key works include the development of intelligent frameworks for earthquake relief prediction and optimization models leveraging advanced metaheuristics to solve complex real-world problems. I actively present at international conferences, promoting collaboration and innovation within the global research community.
Biswas, Saptadeep, et al. "Emergency medical facility site selection in drone-based relief operations using an enhanced T-spherical fuzzy frank combined compromise solution method". Engineering Applications of Artificial Intelligence, 161, 112140, (2025). https://doi.org/10.1016/j.engappai.2025.112140
Biswas, S., Maiti, B., Singh, G., Ezugwu, A. E., Saleem, K., Abualigah, L., Smerat, A., & Bera, U. K. (2025). A Novel Hybrid Optimizer Based on Coati Optimization Algorithm and Differential Evolution for Global Optimization and Constrained Engineering Problems. International Journal of Computational Intelligence Systems, 18(1), 157. https://doi.org/10.1007/s44196-025-00855-y
Biswas, S., Maiti, B., Singh, G., Mirjalili, S., Simic, V., Pamucar, D., & Bera, U. K. (2025). An innovative hybrid method combining grey wolf and marine predator optimization techniques for global and constrained problem-solving. The Journal of Supercomputing, 81(8), 1-68. https://doi.org/10.1007/s11227-025-07410-8
Singh, G., Biswas, S., Ezugwu, A. E. S., Simic, V., Bera, U. K., Saleem, K., & Abualigah, L. (2025). Enhanced Global Optimization Using a Novel Hybrid Sine Cosine-Gazelle Algorithm with Brownian Motion and Lévy Flight Mechanisms. International Journal of Computational Intelligence Systems, 18(1), 1-55. https://doi.org/10.1007/s44196-025-00823-6
Maiti, B., Biswas, S., Bera, U. K., Deb, M., Jia, H., Saleem, K., ... & Abualigah, L. (2025). A Chaotic Boost: The Chaotic Crayfish Optimization Algorithm for Superior Solution Quality. Optimal Control Applications and Methods. https://doi.org/10.1002/oca.3284
Biswas, Saptadeep, et al. "Performance of a Five-Layer ANN Model for Earthquake Magnitude Prediction and Spatial Risk Mapping in Turkey." Decision Making Advances 3.1 (2025): 40-49. https://doi.org/10.31181/dma31202553
Biswas, S., Singh, G., Maiti, B., Ezugwu, A. E. S., Saleem, K., Smerat, A., ... & Bera, U. K. (2025). Integrating Differential Evolution into Gazelle Optimization for advanced global optimization and engineering applications. Computer Methods in Applied Mechanics and Engineering, 434, 117588. https://doi.org/10.1016/j.cma.2024.117588
Maiti, B., Biswas, S., Ezugwu, A. E., Bera, U. K., Alzahrani, A. I., Alblehai, F., & Abualigah, L. (2025). Enhanced crayfish optimization algorithm with differential evolution’s mutation and crossover strategies for global optimization and engineering applications. Artificial Intelligence Review, 58(3). https://doi.org/10.1007/s10462-024-11069-7
Singh, G., Biswas, S., Maiti, B., & Bera, U. K. (2024, November). A Novel Hybrid Gazelle Optimization Algorithm with Differential Evolution for Solving Engineering Design Problem. In 2024 IEEE Silchar Subsection Conference (SILCON 2024) (pp. 1-6). IEEE.
Biswas, Saptadeep, et al. "A multi-objective optimization approach for resource allocation and transportation planning in institutional quarantine centres." Annals of Operations Research (Q1) (2024): 1-45. https://doi.org/10.1007/s10479-024-06072-8
Biswas, Saptadeep, et al. ‘An AI-Based Framework for Earthquake Relief Demand Forecasting: A Case Study in Türkiye’. International Journal of Disaster Risk Reduction (Q1), Jan. 2024, p. 104287. https://doi.org/10.1016/j.ijdrr.2024.104287.
Biswas, Saptadeep, et al. "Enhanced prairie dog optimization with Levy flight and dynamic opposition-based learning for global optimization and engineering design problems." Neural Computing and Applications (Q1) (2024): 1-34. https://doi.org/10.1007/s00521-024-09648-4
2023
Belamkar, P., Biswas, S., Baidya, A., Majumder, P., & Bera, U. K. (2023). Multi-objective optimization of agro-food supply chain networking problem integrating economic viability and environmental sustainability through type-2 fuzzy-based decision making. Journal of Cleaner Production, 421, 138294. https://doi.org/10.1016/j.jclepro.2023.138294.
Biswas, Saptadeep, et al. ‘A Redistribution-Based Multi-Stage Humanitarian Logistic Design Model Considering the Spherical Fuzzy Methodology’. International Journal of Logistics Systems and Management, vol. 1, no. 1, 2023, p. 10060514. DOI.org (Crossref), https://doi.org/10.1504/IJLSM.2023.10060514.
Biswas, Saptadeep, et al. Prediction of Earthquake Magnitude and Seismic Vulnerability Mapping Using Artificial Intelligence Techniques: A Case Study of Turkey. preprint, In Review, 8 May 2023. DOI.org (Crossref), https://doi.org/10.21203/rs.3.rs-2863887/v1.
2024
Singh, G., Biswas, S., Maiti, B., & Bera, U. K. (2024, November). A Novel Hybrid Gazelle Optimization Algorithm with Differential Evolution for Solving Engineering Design Problem. In 2024 IEEE Silchar Subsection Conference (SILCON 2024) (pp. 1-6). IEEE.
Biswas, Saptadeep, et al. 'Testing Of Advanced Machine Learning For Flood Forecasting: A Case Study Of The Gumti Basin In Tripura, India'. Abstract ID 214, Under the Theme: Climate Change and Adaptation Strategies, Roorkee Water Conclave 2024, Indian Institute of Technology Roorkee.
Biswas, Saptadeep, et al. 'A Spherical Fuzzy-MARCOS-based Decision-Making Model for Optimizing UAV Landing Zone Selection and Payload Delivery'. International Conference on Industrial Engineering & Analytics (ICONIEA) 2024, Department of Industrial & Systems Engineering, Indian Institute of Technology Kharagpur.
Biswas, Saptadeep, et al. 'EVALUATION OF ARTIFICIAL NEURAL NETWORKS IN PREDICTING EARTHQUAKE MAGNITUDES AND ASSESSING RISKS IN TÜRKIYE'. DEU INTERNATIONAL SYMPOSIUM SERIES ON GRADUATE RESEARCHES-2023, Izmir, Turkey.
Mishra, K., Biswas, S., & Bera, U. K. (2022, April). Solution of Stochastic Transportation Problem Involving Multi-choice Constraints of Exponential Distribution using Lagrange’s Interpolation. In 2022 IEEE 7th International conference for Convergence in Technology (I2CT) (pp. 1-6). IEEE. https://doi.org/10.1109/I2CT54291.2022.9825146.
Ankur, S., Majumder, P., Bera, U. K., & Biswas, S. (2022, July). A co-operative game theoretical strategy of Vendor and Buyer in an EPQ model of deteriorating items under trade credit policy. In 2022 IEEE Region 10 Symposium (TENSYMP) (pp. 1-6). IEEE. https://doi.org/10.1109/TENSYMP54529.2022.9864527.