A LightGBM‐based ensemble learning framework with SHAP interpretability analysis was developed for predicting ceiling temperature in canyon‐wind tunnel fires. The model demonstrated robust generalization (R2 = 0.7476) under unseen extreme conditions, with fire‐source location identified as the primary factor driving temperature evolution.
Qinqin Zhu +5 more
wiley +1 more source
Failure Evaluation of Steel Plate Shear Walls in Multi-Storey Steel Buildings Under Seismic Excitation Using Convolutional Neural Networks. [PDF]
Bonfini P +4 more
europepmc +1 more source
Degradation Analyses of Systemic Large-Panel Buildings Using Comparative Testing during Demolition. [PDF]
Wardach M, Krentowski JR, Knyziak P.
europepmc +1 more source
This review systematically covers the full CO₂ flue gas membrane separation chain, finding it cuts energy use by ∼30% versus amine methods, yet faces stability and cost hurdles for large‐scale application. ABSTRACT As global climate change becomes increasingly severe, carbon capture, utilization, and storage (CCUS) technologies have emerged as a ...
Liang Jinqiang +8 more
wiley +1 more source
Comparative seismic performance of steel EBF shear links frame designed to IS 18168:2023 using force-based and direct displacement method. [PDF]
Rc B +10 more
europepmc +1 more source
Concrete in architecture: Redefining form, space, function, and insights from bibliometric analysis
Abstract Concrete has become a cornerstone in architectural and engineering innovation, as it seamlessly integrates structural performance with artistic expression. Its evolution from ancient opus caementicium to contemporary ultra‐high‐performance concrete illustrates its adaptability to the change in technological, environmental, and design paradigms.
Mouhcine Benaicha +2 more
wiley +1 more source
A comparative study of modified performance based plastic design methods for seismic design of RC frames: improvement over existing methods. [PDF]
Vyas R +10 more
europepmc +1 more source
Experimental and numerical investigation on the lateral force resistance of modular steel sub-frames with laminated double beam. [PDF]
Xu B, Xia J, Chang H, Ma R, Zhang L.
europepmc +1 more source
Abstract The structural role of precast concrete walls with openings is often overlooked in design practice due to concerns about reduced stiffness, stress concentration, cracking around openings, and potential unexpected failure modes under seismic loading.
Gonçalo Marreneca +2 more
wiley +1 more source
A nonlinear multi-parameter model for predicting floor acceleration amplification across diverse structural systems. [PDF]
Pan R, Yu Y, Zhang W, Li X.
europepmc +1 more source

