Results 121 to 130 of about 74,253 (260)

Machine Learning for Green Solvents: Assessment, Selection and Substitution

Advanced Science, EarlyView.
Environmental regulations have intensified demand for green solvents, but discovery is limited by Solvent Selection Guides (SSGs) that quantify solvent sustainability. Training a machine learning model on GlaxoSmithKline SSG, a database of sustainability metrics for 10,189 solvents, GreenSolventDB is developed. Integrated with Hansen solubility metrics,
Rohan Datta, Janhavi Nistane, Abhishek Sose, Harikrishna Sahu, Rampi Ramprasad   +4 more
wiley   +1 more source

Spurious Instrumental Variables [PDF]

Spurious regression phenomenon has been recognized for a wide range of Data Generating Processes: driftless unit roots, unit roots with drift, long memory, trend and broken-trend stationarity, etc. The usual framework is Ordinary Least Squares.
Daniel Ventosa-Santaularia
core  

Transcription Factor Promiscuity Drives Regulatory Rewiring and Evolvability in Gene Networks in Bacteria

Advanced Science, EarlyView.
When a master transcription factor (TF) is lost, bacteria can rapidly rewire gene regulatory networks by co‐opting related regulators. Using experimental evolution in Pseudomonas fluorescens, we show that TF promiscuity (low‐level, non‐cognate binding) provides the raw material for rewiring. Successful co‐option follows a predictable hierarchy governed
Tiffany B. Taylor, Alan M. Rice
wiley   +1 more source

Stochastic and deterministic processes in Asymmetric Tsetlin Machine. [PDF]

Front Artif Intell
Elmisadr N, Belaid MB, Yazidi A.
europepmc   +1 more source

Nexus of Stochastic and Deterministic Processes on Microbial Community Assembly in Biological Systems. [PDF]

Front Microbiol, 2019
Yuan H, Mei R, Liao J, Liu WT.
europepmc   +1 more source

Metal‐Enhanced Charge Transport and its Mechanism in Atomically Precise Ruthenium Single‐Molecule Devices

Advanced Science, EarlyView.
An atomically precise platform was developed for investigating single‐molecule charge transport. This innovative platform enables the creation of highly uniform molecular devices using ruthenium‐based molecules. It reveals a significant enhancement in molecular conductance due to the metallic ruthenium center and a unique barrier‐lowering effect during
Jie Guo, Qinghua Gao, Ping Duan, Cong Zhao, Huimin Wen, Xiaoyan He, Lucie Norel, Yuzhe Zhang, Chunwen Wang, Wu Zhou, Xinyue Chang, Ju Wang, Stéphane Rigaut, Mingliang Li, Chuancheng Jia, Xuefeng Guo   +15 more
wiley   +1 more source

Fungal Community Assembly in Standing Deadwood: Stochastic vs. Deterministic Processes Across Decay Stages. [PDF]

Environ Microbiol Rep
Chen B, Liu XP, Lu H, Luan FG, Zhang ZL, Zhang JT.   +5 more
europepmc   +1 more source

Deterministic processes structure bacterial genetic communities across an urban landscape. [PDF]

Nat Commun, 2019
Hassell JM, Ward MJ, Muloi D, Bettridge JM, Phan H, Robinson TP, Ogendo A, Imboma T, Kiiru J, Kariuki S, Begon M, Kang'ethe EK, Woolhouse MEJ, Fèvre EM.   +13 more
europepmc   +1 more source

Enzymatic DNA Reaction Networks for Orchestrating Stimuli‐Dependent Temporal Molecular Pulse

Advanced Science, EarlyView.
We present an enzymatic DNA reaction network (EDRN) that encodes nucleic‐acid targets in time, converting inputs into a universal strand and then into programmable transient fluorescence pulses. With time‐color multiplexing, EDRN enables single‐tube high‐plex nucleic acid detection and shows strong agreement with clinical sequencing across 32 specimens.
Jiayu Yang, Yali Chang, Zibin Chu, Linghao Zhang, Tengfang Zhang, Dai Erhei, Xin Su, Zhe Yin   +7 more
wiley   +1 more source

Deterministic processes dominate microbial assembly mechanisms in the gut microbiota of cold-water fish between summer and winter. [PDF]

Front Microbiol
Xu L, Xiang P, Liu X, Zhao L, Chen H, Li M, Song Z.   +6 more
europepmc   +1 more source