Lessons learned from the twinning TwinSubDyn collaboration. [PDF]
Maletić S +11 more
europepmc +1 more source
CFD modeling and sensitivity‐guided design of silicon filament CVD reactors
Abstract Filament‐based chemical vapor deposition (CVD) for silicon (Si) coatings is often treated as an adaptation of planar deposition. But this overlooks fundamental shifts in transport phenomena and reaction kinetics. In filament CVD, the filament acts as a substrate, heat source, and flow disruptor simultaneously. In this work, we ask: What really
G. P. Gakis +8 more
wiley +1 more source
Catastrophic health care expenditure among older people with non-communicable diseases in 11 European Union Member States. [PDF]
Kutluer S, Pavlova M, Groot W.
europepmc +1 more source
Automated generative process synthesis via transformer‐based dual‐loop simulation and optimization
Abstract This study presents a novel framework for automated generative process synthesis, addressing the complexity of simultaneously optimizing discrete topologies and continuous operating variables. To overcome conventional superstructure limitations, we propose a dual‐loop architecture integrating generative transformers with rigorous process ...
Yeong Woo Son +4 more
wiley +1 more source
Phenotypic and genetic analysis of energy partitioning and feed efficiency in Atlantic salmon. [PDF]
Sonesson AK +3 more
europepmc +1 more source
GraphRAG for engineering diagrams: ChatP&ID enables LLM interaction with P&IDs
Abstract Piping and Instrumentation Diagrams (P&IDs) are central to process engineering workflows, yet extracting information from them remains a tedious and time‐consuming task. This work introduces ChatP&ID, a framework enabling natural‐language interaction with smart P&IDs through Graph Retrieval‐Augmented Generation (GraphRAG), to our knowledge ...
Achmad Anggawirya Alimin +1 more
wiley +1 more source
Reimbursement routes and past practices for advanced therapy medicinal products in the Netherlands. [PDF]
Gort J +6 more
europepmc +1 more source
This study integrates random matrix theory (RMT) and principal component analysis (PCA) to improve the identification of correlated regions in HIV protein sequences for vaccine design. PCA validation enhances the reliability of RMT‐derived correlations, particularly in small‐sample, high‐dimensional datasets, enabling more accurate detection of ...
Mariyam Siddiqah +3 more
wiley +1 more source
The Italian Assessment System for Innovative Medicines: An 8-Year Retrospective Analysis of Outcomes, Criteria, Timelines and Funding Dynamics. [PDF]
Martellone L +7 more
europepmc +1 more source
Do government outlays crowd-out private consumption? Evidence from the European Union. [PDF]
Bölükbaşı ÖF, Çolak O.
europepmc +1 more source

