A new data‐efficient framework combining DFT calculations, a neural network model, and automated graph analysis of catalytic reaction networks is proposed and applied to CO2 hydrogenation on transition metal nanoparticles. The analysis shows how efficient C2 oxygenate production requires a balance between CHx formation, C–C coupling, protonation, and ...
Mikhail V. Polynski, Sergey M. Kozlov
wiley +1 more source
Here, we present an optoelectronic synaptic memtransistor (OSMT) integrating photoresponsive IGZO with contact‐engineered HfO2, enabling electrically and optically tunable synaptic weights. The device demonstrates broad range of tunable conductance states and array‐level image processing, highlighting its potential for intelligent machine vision ...
Donghyun Kang +6 more
wiley +1 more source
Bleeding Risk With Apixaban Versus Rivaroxaban: A Reference Trial Emulation Predicting the Results of COBRRA-VTE and COBRRA-AF Using US Health Care Claims. [PDF]
Mahesri M +6 more
europepmc +1 more source
A pneumatically actuated multi‐tissue microphysiological system is integrated with AI‐based machine vision and automatic sampling and replenishment systems. The platform allows for the emulation of translationally relevant long‐term pharmacokinetic exposure scenarios for multiple weeks while enabling longitudinal monitoring of response biomarkers ...
Jibbe Keulen +15 more
wiley +1 more source
Impact of an ROX index-guided intubation strategy on mortality in patients receiving high-flow nasal cannula: a target trial emulation. [PDF]
Yamamoto R +6 more
europepmc +1 more source
SGLT2 Inhibitors versus GLP-1 Receptor Agonists in Type 2 Diabetes, The Kidney Conundrum. [PDF]
Shah J.
europepmc +1 more source
Studying When to Add Biological Therapy to Cytotoxic Therapy in Advanced Cancer Care Using Real World Data: How to Avoid Design Choices That Generate Immortal Time. [PDF]
Garcia-Albeniz X +22 more
europepmc +1 more source
Mixed-Precision <i>Ab Initio</i> Tensor Network State Methods Adapted for NVIDIA Blackwell Technology via Emulated FP64 Arithmetic. [PDF]
Brower C +7 more
europepmc +1 more source
GLP-1 Receptor Agonists and Risk of Skin Cancer in Adults With Type 2 Diabetes: A Target Trial Emulation. [PDF]
Tang H +7 more
europepmc +1 more source

