MIT Open Access Articles
The MIT Open Access Articles collection consists of scholarly articles written by MIT-affiliated authors that are made available through DSpace@MIT under the MIT Faculty Open Access Policy, or under related publisher agreements. Articles in this collection generally reflect changes made during peer-review.
Version details are supplied for each paper in the collection:
- Original manuscript: author's manuscript prior to formal peer review
- Author's final manuscript: final author's manuscript post peer review, without publisher's formatting or copy editing
- Final published version: final published article, as it appeared in a journal, conference proceedings, or other formally published context (this version appears here only if allowable under publisher's policy)
Some peer-reviewed scholarly articles are available through other DSpace@MIT collections, such as those for departments, labs, and centers.
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Recent Submissions
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A Portable High-Resolution Snapshot Multispectral Imaging Device Leveraging Spatial and Spectral Features for Non-Invasive Corn Nitrogen Treatment Classification
(Multidisciplinary Digital Publishing Institute, 2025-02-21)Spectral imaging has been widely applied in plant phenotyping to assess corn leaf nitrogen status. Recent studies indicate that spatial variations within a single leaf’s multispectral image provide stronger signals for ... -
Utilization of Classification Learning Algorithms for Upper-Body Non-Cyclic Motion Prediction
(Multidisciplinary Digital Publishing Institute, 2025-02-20)This study explores two methods of predicting non-cyclic upper-body motions using classification algorithms. Exoskeletons currently face challenges with low fluency, hypothesized to be in part caused by the lag in active ... -
Content Analysis of E-Participation Platforms in Taiwan with Topic Modeling: How to Train and Evaluate Neural Topic Models?
(Multidisciplinary Digital Publishing Institute, 2025-02-20)E-participation platforms, such as iVoting and Join in Taiwan, provide digital spaces for citizens to engage in deliberation, voting, and oversight. As a forerunner in Asia, Taiwan has implemented these platforms to enhance ...
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