PulseExploreJournal ClubDebatesTrendingResearchersJournals
Instagram
HomeExploreJournal ClubTrending
Synapse
⌘+K
Synapse
October 2, 2025Environmental Science Advances16 citationsOpen Access

Artificial Intelligence Driven Bioinformatics for Sustainable Bioremediation: Integrating Computational Intelligence with Ecological Restoration

View Full Paper
KSKashif R. SiddiqueDBDebajyoti BoseRBRiya Bhattacharya

Key Points

  • The integration of AI with bioinformatics improves bioremediation outcomes in polluted environments, offering innovative solutions.
  • Studies show that utilizing microorganisms can effectively break down heavy metals and organic contaminants in ecosystems.
  • The AI-driven approach allows for rapid data analysis and modeling, significantly enhancing remediation techniques for environmental pollutants.
  • These findings emphasize the importance of combining technology with ecological strategies to foster sustainable environmental practices.

Abstract

Environmental pollution from heavy metals and untreated wastewater poses significant risks to ecosystems and human health, highlighting the urgent need for innovative remediation strategies. Bioremediation employs microorganisms to break down...

Ask AI
Helpful
Bookmark
Share
View Full Paper

Cite This Study

Siddique et al. (2025) studied this question.

synapsesocial.com/papers/68de5da283cbc991d0a20794https://doi.org/10.1039/d5va00240k
Ask AI
Helpful
Bookmark
Share
View Full Paper

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Survey of Improving K-Nearest-Neighbor for Classification2007 · 271 citations
  2. 2New Machine Learning Algorithm: Random Forest2012 · 637 citations
  3. 3Efficient computations for large least square support vector machine classifiers2002 · 110 citations
  4. 4Application of machine/statistical learning, artificial intelligence and statistical experimental design for the modeling and optimization of methylene blue and Cd( ii ) removal from a binary aqueous solution by natural walnut carbon2017 · 187 citations
  5. 5Creation and analysis of biochemical constraint-based models using the COBRA Toolbox v.3.02019 · 1,395 citations