Physics-based neural networks for simulation and synthesis of cyclic adsorption processes

A computationally {faster|quicker|more quickly|more rapidly} and {reliable|dependable|trustworthy|reputable|trusted} modelling {approach|method|strategy} {called|known as|referred to as|named} a physics-based artificial neural network framework for adsorption and chromatography emulation (PANACHE) is {developed|created}. PANACHE {uses|utilizes|makes use…

New {Strategies|Methods|Techniques|Approaches|Tactics} for Direct Methane-to-Methanol Conversion from Active {Learning|Studying|Understanding|Finding out|Mastering} Exploration of 16 Million Catalysts

{Despite|Regardless of|In spite of} decades of {effort|work}, no earth abundant homogeneous catalysts {have been|happen to be|have already been} {discovered|found} {that can|that may|that will|that could|which will|which can} selectively oxidize methane to…

Bioorthogonal, fluorogenic targeting of voltage-sensitive fluorophores for visualizing membrane {potential|possible|prospective} dynamics in cellular organelles

Electrical {potential|possible|prospective} {differences|variations} across lipid bilayers play foundational roles in cellular physiology. Plasma membrane voltage {is the|will be the|may be the|would be the|could be the|is definitely the} most {widely|extensively|broadly} studied;…

Fluorescence Quenching of Xanthene Dyes {during|throughout|in the course of|for the duration of|through} Amide Bond Formation {using|utilizing|making use of|employing|working with|applying} DMTMM

Fluorophore bioconjugation to proteins, nucleic acids, {and other|as well as other|along with other|and also other} {important|essential|crucial|critical|significant|vital} molecules can {provide|offer|supply|give|present|deliver} a {powerful|potent|effective|strong|highly effective} {approach|method|strategy} to sensing, imaging, and quantifying chemical and…