Automated methodological approach using artificial intelligence and fuzzy inference for qualitative sustainable and economic assessment of buildings. [PDF]
Sci RepIqbal N, Noureldin M.
europepmc +1 more source
Data‐Guided Photocatalysis: Supervised Machine Learning in Water Splitting and CO2 Conversion
Advanced Intelligent Discovery, EarlyView.This review highlights recent advances in supervised machine learning (ML) for photocatalysis, emphasizing methods to optimize photocatalyst properties and design materials for solar‐driven water splitting and CO2 reduction. Key applications, challenges, and future directions are discussed, offering a practical framework for integrating ML into the ...
Paul Rossener Regonia +1 more
wiley +1 more source
Evaluation of seismic behavior and collapse capacity of dual RC frame-shear wall structures considering soil-structure interaction under varying soil conditions. [PDF]
Sci RepYousefi A, Tehrani P.
europepmc +1 more source
Explaining the Origin of Negative Poisson's Ratio in Amorphous Networks With Machine Learning
Advanced Intelligent Discovery, EarlyView.This review summarizes how machine learning (ML) breaks the “vicious cycle” in designing auxetic amorphous networks. By transitioning from traditional “black‐box” optimization to an interpretable “AI‐Physics” closed‐loop paradigm, ML is shown to not only discover highly optimized structures—such as all‐convex polygon networks—but also unveil hidden ...
Shengyu Lu, Xiangying Shen
wiley +1 more source
Numerical Simulation Of Progressive Collapse For A Reinforced Concrete Building
, 2013 Han‐Soo Kim +2 more
openalex +2 more sources
METHODS OF CREATION OF BASE ISOLATION SYSTEMS FOR RETROFITTING OF EXISTING REINFORCED CONCRETE FRAME BUILDINGS [PDF]
, 2015 Mikayel G. Melkumyan
openalex +1 more source
The Interoperability Challenge in DFT Workflows Across Implementations
Advanced Intelligent Discovery, EarlyView.Interoperability and cross‐validation remain major challenges in the computational materials science. In this work, we introduce a common input/output standard that enables internal translation across multiple workflow managers—AiiDA, PerQueue, Pipeline Pilot, and SimStack—while producing results in a unified schema.
Simon K. Steensen +13 more
wiley +1 more source
Carbon reduction potential and selection strategies of emerging construction-phase technologies. [PDF]
Sci RepLiu Z +6 more
europepmc +1 more source
THE USE OF DAMPER SYSTEMS IN BUILDINGS WITH REINFORCED CONCRETE STRUCTURES
, 2019 Naima Ezzaki +3 more
openalex +1 more source