The Interoperability Challenge in DFT Workflows Across Implementations
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
Big data technology application and carbon emission efficiency of manufacturing enterprises. [PDF]
Sun X, Bai X, Chiu YH.
europepmc +1 more source
This article outlines how artificial intelligence could reshape the design of next‐generation transistors as traditional scaling reaches its limits. It discusses emerging roles of machine learning across materials selection, device modeling, and fabrication processes, and highlights hierarchical reinforcement learning as a promising framework for ...
Shoubhanik Nath +4 more
wiley +1 more source
Analysis of the association of long working hours on anxiety and self-reported work-related musculoskeletal symptoms among female workers in electronics manufacturing enterprises in Guangdong Province. [PDF]
Li X +8 more
europepmc +1 more source
scTIGER2.0 is a deep‐learning framework that infers gene regulatory networks from single‐cell RNA sequencing data. By integrating correlation, pseudotime ordering, deep learning and bootstrap‐based significance testing, it reduces false positives and reveals directional gene interactions.
Nishi Gupta +3 more
wiley +1 more source
Depth of Resection as a Predictor of LoTTS: Points to Ponder
Shaurya Verma +4 more
doaj +1 more source
Digital orientation enables disruptive technological innovation in agricultural technology enterprises. [PDF]
Chen Y, Zhou L, Wang Y.
europepmc +1 more source
Crystal Structure Prediction of Inorganic Materials: A Benchmark and Modern Evaluation
Predicting a crystal’s structure from composition alone is a long‐standing challenge in materials discovery. The CSP180 benchmark of 180 inorganic crystals evaluates thirteen crystal structure prediction algorithms requiring no density functional theory (DFT) against DFT‐based baselines across twelve metrics.
Lai Wei +9 more
wiley +1 more source
Correction: Spatial dynamics of lithium battery recycling enterprises in China: implications for smart waste management and public health. [PDF]
Frontiers Production Office.
europepmc +1 more source

