All Publications

T. Das and S. Guchhait,"Sequential optimization architecture for bridge damage localization and severity estimation under dynamic moving loads using an automated machine learning-driven hybrid deep learning model", Engineering Applications of Artificial Intelligence, vol.177, no.2, pp.114968, Elsevier 2026, https://doi.org/10.1016/j.engappai.2026.114968       Article

S. S. Chanda, S. Guchhait, and S. K. Das,"Hybridized Grey–PCA multi-performance optimization of durable geopolymer concrete toward reduced reliance on natural sand resources", Sustainable Chemistry and Pharmacy, vol.52, pp.102430, Elsevier 2026, https://doi.org/10.1016/j.scp.2026.102430       Article

S. S. Chanda and S. Guchhait,"Strength, durability, and microstructural characteristics of GGBFS-based LWGPC—a review", Sustainable Materials and Technologies under Climate Change Scenario. SMET 2024, ch.29, vol.631, pp.301-310, Springer Nature 2026, https://doi.org/10.1007/978-981-96-5898-5_29       Inbook

T. Das and S. Guchhait,"A hybrid GRU and LSTM-based deep learning approach for multiclass structural damage identification using dynamic acceleration data", Engineering Failure Analysis, vol.170, pp.109259, Elsevier 2025, https://doi.org/10.1016/j.engfailanal.2024.109259       Article

S. S. Chanda and S. Guchhait,"Development and characterization of sustainable geopolymer concrete with crushed steel furnace slag sand: a novel optimized mix design approach", Materials Today Communications, vol.46, pp.112765, Elsevier 2025, https://doi.org/10.1016/j.mtcomm.2025.112765       Article

S. S. Chanda and S. Guchhait,"Performance evaluation of alkali-activated high-volume steel slag based geopolymer concrete with non-destructive approaches", Innovations for Sustainable and Resilient Infrastructure, ch.6, pp.59-66, Springer Nature 2025, 10.1007/978-3-031-91976-3_6       Inbook

T. Das and S. Guchhait,"Vibration-based damage detection of steel truss bridge using deep learning technique", Innovations for Sustainable and Resilient Infrastructure, ch.42, pp.441-454, Springer Nature 2025, 10.1007/978-3-031-91976-3_42       Inbook

T. Das and S. Guchhait,"A hierarchical framework for real-time damage localization and quantification of steel truss bridges using dual-stage GRU-LSTM deep learning model", Structures, vol.81, pp.110272, Elsevier 2025, https://doi.org/10.1016/j.istruc.2025.110272       Article

S. S. Chanda and S. Guchhait,"Taguchi-GRM-based multi-response optimisation of improved alkali-activated concrete using industrially dumped crushed steel furnace slag as a sustainable construction material", European Journal of Environmental and Civil Engineering, vol.30, no.1, pp.1-35, Taylor & Francis 2025, https://doi.org/10.1080/19648189.2025.2535650       Article

S. S. Chanda and S. Guchhait,"Heavy metal encapsulation and performance assessment of novel binary blended geopolymer concrete incorporating blast furnace slag sand for safe and sustainable construction practices", Construction and Building Materials, vol.497, pp.143865, Elsevier 2025, https://doi.org/10.1016/j.conbuildmat.2025.143865       Article