AIMC Topic: Life Cycle Stages
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Mitigating Grand Challenges in Life Cycle Inventory Modeling through the Applications of Large Language Models.
Environmental science & technology
Oct 21, 2024
The accuracy of life cycle assessment (LCA) studies is often questioned due to the two grand challenges of life cycle inventory (LCI) modeling: (1) missing foreground flow data and (2) inconsistency in background data matching. Traditional mechanisti...
Role of evaluation throughout the life cycle of biomedical and health AI applications.
BMJ health & care informatics
Dec 11, 2023
Optimization Design of Short Life Cycle Product Logistics Supply Chain Scheme Based on Support Vector Machine.
Computational intelligence and neuroscience
Sep 28, 2022
In order to better solve the problem of product logistics supply chains with short life cycles, a solution optimization of short life cycle product logistics supply chains based on support vector machines is proposed. This method recommends key techn...
Comparative Life Cycle Assessment of intra-row and inter-row weeding practices using autonomous robot systems in French vineyards.
The Science of the total environment
Jun 3, 2022
Viticulture, as well as other crops, is facing obligation to reduce the use of herbicides and to develop alternatives solutions to chemical weed control. These alternatives can be achieved by mechanical weeding either using tractors or weeding robots...
An intelligent optimization method for highway route selection based on comprehensive weight and TOPSIS.
PloS one
Feb 25, 2022
In order to accurately analyze and evaluate multi-index and multi-route traffic schemes for comparison and selection, we introduce herein a comprehensive weight and an intelligent selection algorithm for traffic scheme optimization to improve upon th...
Classification for avian malaria parasite Plasmodium gallinaceum blood stages by using deep convolutional neural networks.
Scientific reports
Aug 19, 2021
The infection of an avian malaria parasite (Plasmodium gallinaceum) in domestic chickens presents a major threat to the poultry industry because it causes economic loss in both the quality and quantity of meat and egg production. Computer-aided diagn...
The machine learning life cycle and the cloud: implications for drug discovery.
Expert opinion on drug discovery
May 31, 2021
: Artificial intelligence (AI) and machine learning (ML) are increasingly used in many aspects of drug discovery. Larger data sizes and methods such as Deep Neural Networks contribute to challenges in data management, the required software stack, and...
Democratized image analytics by visual programming through integration of deep models and small-scale machine learning.
Nature communications
Oct 7, 2019
Analysis of biomedical images requires computational expertize that are uncommon among biomedical scientists. Deep learning approaches for image analysis provide an opportunity to develop user-friendly tools for exploratory data analysis. Here, we us...
Combining high-throughput imaging flow cytometry and deep learning for efficient species and life-cycle stage identification of phytoplankton.
BMC ecology
Dec 3, 2018
BACKGROUND: Phytoplankton species identification and counting is a crucial step of water quality assessment. Especially drinking water reservoirs, bathing and ballast water need to be regularly monitored for harmful species. In times of multiple envi...
Deep learning-driven imaging of cell division and cell growth across an entire eukaryotic life cycle.
Molecular biology of the cell
Jun 1, 2025
The life cycle of eukaryotic microorganisms involves complex transitions between states such as dormancy, mating, meiosis, and cell division, which are often studied independently from each other. Therefore, most microbial life cycles are theoretical...
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