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Enhancing Reproducibility and Replicability in Remote Sensing Deep Learning Research and Practice

open access: yesRemote Sensing, 2022
Many issues can reduce the reproducibility and replicability of deep learning (DL) research and application in remote sensing, including the complexity and customizability of architectures, variable model training and assessment processes and practice ...
Aaron E. Maxwell   +2 more
doaj   +1 more source

A RIGHT TO REPRODUCE? [PDF]

open access: yesBioethics, 2010
ABSTRACTHow should we conceive of a right to reproduce? And, morally speaking, what might be said to justify such a right? These are just two questions of interest that are raised by the technologies of assisted reproduction. This paper analyses the possible legitimate grounds for a right to reproduce within the two main theories of rights; interest ...
openaire   +5 more sources

Reproducibility in research [PDF]

open access: yesDisease Models & Mechanisms, 2011
Summary Progress in biomedical research depends in part on being able to build on the findings of other researchers – and thereby on being able to apply others’ methods to your own research. However, most of us have struggled to understand how to repeat or adapt another researcher’s study because of minimal or missing details in the ...
openaire   +4 more sources

Replication Study: The CD47-signal regulatory protein alpha (SIRPa) interaction is a therapeutic target for human solid tumors

open access: yeseLife, 2017
In 2015, as part of the Reproducibility Project: Cancer Biology, we published a Registered Report (Chroscinski et al., 2015) that described how we intended to replicate selected experiments from the paper “The CD47-signal regulatory protein alpha (SIRPa)
Stephen K Horrigan   +1 more
doaj   +1 more source

Reproducible Production of Lithium-Ion Coin Cells

open access: yesEnergies, 2022
Due to the simple structure and the possibility of manual production, coin cells enable fast and, compared to larger cell formats, an inexpensive examination option in battery research.
Paul-Martin Luc   +2 more
doaj   +1 more source

Reproducibility in learning

open access: yesProceedings of the 54th Annual ACM SIGACT Symposium on Theory of Computing, 2022
We introduce the notion of a reproducible algorithm in the context of learning. A reproducible learning algorithm is resilient to variations in its samples -- with high probability, it returns the exact same output when run on two samples from the same underlying distribution.
Impagliazzo, Russell   +3 more
openaire   +2 more sources

Replication Study: Discovery and preclinical validation of drug indications using compendia of public gene expression data

open access: yeseLife, 2017
In 2015, as part of the Reproducibility Project: Cancer Biology, we published a Registered Report (Kandela et al., 2015) that described how we intended to replicate selected experiments from the paper “Discovery and Preclinical Validation of Drug ...
Irawati Kandela   +2 more
doaj   +1 more source

SimBench—A Benchmark Dataset of Electric Power Systems to Compare Innovative Solutions Based on Power Flow Analysis

open access: yesEnergies, 2020
Publicly accessible, elaborated grid datasets, i.e., benchmark grids, are well suited to publish and compare methods or study results. Similarly, developing innovative tools and algorithms in the fields of grid planning and grid operation is based on ...
Steffen Meinecke   +7 more
doaj   +1 more source

Synthesis and Characterization of Reproducible Linseed Oil-Loaded Silica Nanoparticles with Potential Use as Oxygen Scavengers in Active Packaging

open access: yesNanomaterials, 2022
Commercially available oxygen scavengers used to prevent lipid autoxidation, microbial growth and enzymatic browning in food products present several issues, which include the usage of metals and their moisture dependence to work properly. We present the
Juan Felipe Alvarado   +4 more
doaj   +1 more source

Registered report: Discovery and preclinical validation of drug indications using compendia of public gene expression data

open access: yeseLife, 2015
The Reproducibility Project: Cancer Biology seeks to address growing concerns about reproducibility in scientific research by conducting replications of 50 papers in the field of cancer biology published between 2010 and 2012.
Irawati Kandela   +2 more
doaj   +1 more source

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