Performance–Complexity Trade‐Offs in Battery Lifetime Prediction with Task‐Aware Transformers
FAST‐BatPro integrates convolutional feature extraction, flash Attention, and sparse attention for efficient battery lifetime prediction. Using limited early‐cycle data across multiple chemistries and operating conditions, it achieves robust accuracy while reducing inference latency, computational cost, and energy consumption.
Jingyuan Zhao +9 more
wiley +1 more source
The Properties of Concrete Utilizing Partial Aggregate Replacement with Locally Sourced Mediterranean Agro-Waste. [PDF]
Juradin S +5 more
europepmc +1 more source
Sustainable Materials Design With Multi‐Modal Artificial Intelligence
Critical mineral scarcity, high embodied carbon, and persistent pollution from materials processing intensify the need for sustainable materials design. This review frames the problem as multi‐objective optimization under heterogeneous, high‐dimensional evidence and highlights multi‐modal AI as an enabling pathway.
Tianyi Xu +8 more
wiley +1 more source
Sustainable lightweight polymer concrete composite through partial replacement of aggregates with ABS plastic waste and aerogel. [PDF]
Devi K, Singh G, Jindal BB.
europepmc +1 more source
Acoustic, Thermal, and Mechanical Performance of Polymer-Coated Pumice Aggregate Lightweight Concretes. [PDF]
Bideci ÖS, Bideci A, Ashour A, Khan A.
europepmc +1 more source
Wood-Waste-Based Artificial Aggregates for Extrusion 3D-Printed Cementitious Composites: Hydration, Printability, and Mechanical Performance. [PDF]
Kavaliauskienė F +4 more
europepmc +1 more source
Study of PEG/Biochar Cementitious Cold-Bonded Aggregate for Thermal Energy Storage. [PDF]
Li R +5 more
europepmc +1 more source
Sustainable Optimization of Lightweight Aggregate Production from Bauxite Residue via Nonlinear Programming. [PDF]
de Siqueira LP +6 more
europepmc +1 more source
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Coconut shell as lightweight aggregate for manufacturing structural lightweight aggregate concrete
AIP Conference Proceedings, 2021Utilization of concrete in construction industry has increased in last decades. Although, concrete has a lot of advantages, it is important to consider its negative impacts on environment. One of that negative impacts is depletion of natural resources.
A. J. Pordesari, P. Shafigh, Z. Ibrahim
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Lightweight mineral aggregates as discussed herein are those used in the manufacture of portland-cement concrete having a unit weight less than about 120 lb. per cu. ft. Air-cooled blast-furnace slag is excluded, not only because it produces concretes of unit weight greater than about 130 lb. per cu. ft. but also because it is specified and used in the
Raymond E. Davis, J. W. Kelly
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