Results 111 to 120 of about 10,630,553 (293)
Statistical Prediction of Extreme Events from Small Datasets
, 2022 We propose Echo State Networks (ESNs) to predict the statistics of extreme events in a turbulent flow. We train the ESNs on small datasets that lack information about the extreme events. We asses whether the networks are able to extrapolate from the small imperfect datasets and predict the heavy-tail statistics that describe the events.
Alberto Racca, Luca Magri
openaire +3 more sources
Structural and biochemical analysis of a B12 superbinder
FEBS Letters, EarlyView.BtuG proteins are vitamin B12 scavengers in Bacteroides thetaiotaomicron, a dominant human gut bacterium. We present crystal structures of three BtuG homologs bound to cobalamin and its precursor cobinamide, revealing picomolar binding affinities, among the highest known for any natural protein.
Jose M. Martinez Felices +3 more
wiley +1 more source
Sanda: A Small and Incomplete Dataset Analyser
Information Sciences, 2023 Alfredo Ibias +4 more
openaire +1 more source
FEBS Letters, EarlyView.Mycobacterial 3‐methylcrotonyl‐CoA carboxylase uses a mobile biotin‐carrying domain to shuttle a carboxyl group between two catalytic sites, enabling carboxylation of 3‐methylcrotonyl‐CoA during leucine breakdown. Cryo‐electron microscopy captures the carrier at both sites and reveals an inward loop movement that may prevent futile rebinding to the ...
Ajit Yadav +2 more
wiley +1 more source
Enhancing space sensor resilience with transfer learning in data-scarce scenarios
Machine Learning: Science and TechnologyIn Mars exploration missions, harsh environmental conditions, such as those generated by dust devils, can damage sensing systems. Soft sensors offer a promising solution in such scenarios, but their implementation is challenging when data is scarce. This
Dileep Kumar +9 more
doaj +1 more source
Dataset for Axial Flux Evolution of Small-Scale Magnetic Flux Ropes from 0.06 au to 10 au
Dataset for paper "Dataset for Axial Flux Evolution of Small-Scale Magnetic Flux Ropes from 0.06 au to 10 au" submitted to The Astrophysical Journal Letters journal. Code to reproduce results is also included.
Hameedullah Farooki (12897356)
core +1 more source
ATOM3D: Small Molecule Properties (SMP) Dataset
, 2021 Small Molecule Properties (SMP) dataset from the ATOM3D project. This upload includes three zipped data directories: Full, unsplit dataset in LMDB format Split datasets, with each in LMDB format Text files containing train, validation, and test ...
Vögele, Martin +11 more
core +1 more source
The Shewanella oneidensis Fic enzyme SoFic targets the switch‐I region of EF‐Tu for AMPylation
FEBS Letters, EarlyView.Fic enzymes mediate diverse post‐translational modifications across all domains of life, including AMPylation. Prokaryotic EF‐Tu can be AMPylated and deAMPylated by the conserved Fic enzyme SoFic. Structural and biochemical approaches were used to characterize the effect of AMPylation on EF‐Tu, SoFic's enzymatic activities, and the enzyme‐target ...
Svenja Runge +6 more
wiley +1 more source
Prospecting the protein design landscape
FEBS Letters, EarlyView.This review outlines the current state of various protein design approaches. We discuss the current possibilities enabled by recently released tools, highlight future avenues to pursue in protein design, and underscore the crucial role of key databases and resources for successful protein design workflows.
Jakob R. Riccabona +4 more
wiley +1 more source
FEBS Letters, EarlyView.Heterodimeric amino acid transporters consist of SLC7 and SLC3 family proteins arranged in a conserved structural organization. They regulate nutrient transport across cell membranes, supporting essential cellular functions. These transporters also contribute to xenobiotic/drug uptake and distribution.
Mariafrancesca Scalise +5 more
wiley +1 more source