Automated Dynamic Flow Experimentation for Rapid Kinetic Fitting of Transition Metal Catalysis
We have developed an automated dynamic flow experimentation platform to automatically fit and identify the most accurate kinetic model from a generated set of candidates. Three transition metal‐catalyzed transformations were performed using this workflow.
Florian L. Wagner +3 more
wiley +2 more sources
AI-based methods for the assessment of DNA damage and repair mechanisms. [PDF]
Lecca P, Lecca M, Ihekwaba-Ndibe AE.
europepmc +1 more source
Genetic‐Proteomic Integration Identifies Predictive Plasma Proteins for Multiple Sclerosis
Objective Multiple sclerosis (MS) develops after a prolonged preclinical phase. Identifying circulating biomarkers that capture this early biology can improve risk stratification and guide intervention. We aimed to identify plasma proteins driving MS susceptibility using large‐scale proteogenomic integration and to evaluate their prediagnostic ...
Yuan Ding +5 more
wiley +1 more source
We present an integrated workflow that predicts activity‐enhancing mutation combinations from minimal experimental data. By proposing in vivo unit yield (yield/expression) as a surrogate for kcat/Km through causal inference, and visualizing local activity landscape, it effectively guides product yield improvement. ABSTRACT Designing enzyme sequences to
Lin Guo +15 more
wiley +2 more sources
Objective Parkinson's disease (PD) is increasingly conceptualized as a disorder of large‐scale brain networks, yet whether and how frequency‐specific functional connectivity reorganizes across stages remains poorly understood. In this study, we used high‐density electroencephalography (EEG) to characterize cortico‐cortical functional connectivity ...
Matteo Conti +15 more
wiley +1 more source
Bayesian neural network-based policy effect prediction for green transformation of power business environment. [PDF]
Shen Y +5 more
europepmc +1 more source
Cross-attention guided explainable deep transformer model for multi-level classification of rare neurological disorders using MRI images. [PDF]
Veerlapalli P +6 more
europepmc +1 more source
Unveiling toxicological adverse outcomes: toward construction and simulation of large-scale networks. [PDF]
Ikonomi N, Ketter N, Pepe MAA.
europepmc +1 more source
GEC-DTSP: A GNN-RL-based Edge-Cloud Digital Twin framework for real-time traffic forecasting and adaptive signal control. [PDF]
Alanazi F +3 more
europepmc +1 more source
Temporal network analysis in systems biology: concepts, inference, and validation. [PDF]
Khazaal A, Vafaee F.
europepmc +1 more source

