More Like this

1. Defining Near-Term to Long-Term Research Opportunities to Advance Metrics, Models, and Methods for Smart and Sustainable Manufacturing

   https://doi.org/10.1520/SSMS20190047  

   Raman, Arvind Shankar ; Haapala, Karl R. ; Raoufi, Kamyar ; Linke, Barbara S. ; Bernstein, William Z. ; Morris, K. C. ( February 2020 , Smart and Sustainable Manufacturing Systems)
2. Responding to Sea Level Rise: Does Short-Term Risk Reduction Inhibit Successful Long-Term Adaptation?

   https://doi.org/10.1002/2018EF000828  

   Keeler, A. G. ; McNamara, D. E. ; Irish, J. L. ( April 2018 , Earth's Future)
3. Rainfall pulses increased short-term biocrust chlorophyll but not fungal abundance or N availability in a long-term dryland rainfall manipulation experiment

   https://doi.org/10.1016/j.soilbio.2019.107693  

   Kwiecinski, Jarek V. ; Stricker, Eva ; Sinsabaugh, Robert L. ; Collins, Scott L. ( March 2020 , Soil Biology and Biochemistry)
4. Long-term guided wave structural health monitoring in an uncontrolled environment through long short-term principal component analysis

   https://doi.org/10.1177/14759217211035532  

   Yang, Kang ; Kim, Sungwon ; Yue, Rongting ; Yue, Haotian ; Harley, Joel B. ( August 2021 , Structural Health Monitoring)

   null (Ed.)

   Environmental effects are a significant challenge in guided wave structural health monitoring systems. These effects distort signals and increase the likelihood of false alarms. Many research papers have studied mitigation strategies for common variations in guided wave datasets reproducible in a lab, such as temperature and stress. There are fewer studies and strategies for detecting damage under more unpredictable outdoor conditions. This article proposes a long short-term principal component analysis reconstruction method to detect synthetic damage under highly variational environments, like precipitation, freeze, and other conditions. The method does not require any temperature or other compensation methods and is tested by approximately seven million guided wave measurements collected over 2 years. Results show that our method achieves an area under curve score of near 0.95 when detecting synthetic damage under highly variable environmental conditions. 

   more » « less
5. Long-term priors constrain category learning in the context of short-term statistical regularities

   https://doi.org/10.3758/s13423-022-02114-z  

   Roark, Casey L. ; Holt, Lori L. ( January 2022 , Psychonomic Bulletin & Review)