Microbial genomes are being analyzed for revealing plant microbes’ interaction to understand ow plants cope up with stress with the supports from microbial world. Also genomic characterization of microbes isolated from polluted environments are being carried out specially focused on hydrocarbon eating bacteria to remove oil spil.
Project · 2025
Microbial and Environmental Meta Genomics Analysis
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ComBio
Recalibrating AlphaFold2 Confidence Metrics for Dynamic Peptide Ensembles Using NMR Experimental Data
AlphaFold2 (AF2) has transformed protein structure prediction by producing highly accurate three-dimensional structures alongside residue-level confidence estimates (pLDDT). However, pLDDT reflects…
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ComPAs
KIGNet: Physics-Motivated Multi-Graph Representation Learning for Explainable Jet Tagging
Jet tagging, the task of identifying the initiating particle of a jet produced in high-energy collisions, is essential for precision measurements and new-physics searches at the Large Hadron…
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AI/ML
TRoPE-TUL: Trajectory-User Linking via Spatio-Temporal Rotary Position Embedding
Trajectory-user linking identifies the likely user behind an anonymous mobility trace, but existing methods often lose fine-grained spatial, temporal, and semantic information or scale poorly.…
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