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Proposed by @Dusker-AI
[Task Proposal #122] Strain-resolved metagenomic binning
Scientific Domain
Life Sciences Biology Microbiology / Metagenomics
Scientific Problem
Strain-resolved binning is the ...
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Proposed by @jungtaekkim
[Task Proposal #123] Literature-Grounded Inverse Spectroscopy of Multilayer Thin Films Under Fabrication Constraints
Scientific Domain
Physical Sciences Chemistry and Materials ...
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Proposed by @wdi169286
[Task Proposal #124] ASD Gene Module BrainSpan Region-Stage Enrichment
Scientific Domain
Life Sciences Biology ASD Genomics
Scientific Problem
Region-stage enrichment analysis ...
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Proposed by @nevasini1
[Task Proposal #125] Repolarization Reserve Digital Twins: Detecting Silent Drug–Electrolyte Arrhythmia Risk from Serial ECGs and EHR
Scientific Domain
Other
Scientific Problem ...
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Proposed by @Ahm3dAlAli
[Task Proposal #126] Open-Set Cell Type Annotation Under Distribution Shift: Reference-to-Query Mapping with Novel Population Detection
Scientific Domain
Life Sciences Biology ...
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Proposed by @Ivann1242
[Task Proposal #127] Paper-to-Improvement: Reproducing and Improving One-Shot LLM Pruning with SparseGPT
Scientific Domain
Other
Scientific Problem
This task addresses the problem ...
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Proposed by @Ruheng-W
[Task Proposal #129] Reproduce pan-genome machine-learning models for E. coli antibiotic-resistance prediction
Scientific Domain
Life Sciences Biology Antimicrobial Resistance ...
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Proposed by @shardulagg
[Task Proposal #128] CALPHAD ternary assessment of Co-Al-W: fit the ternary gamma-prime (L12) phase description to reproduce the experimental gamma/gamma-prime equilibria for cobalt-based ...
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Proposed by @Ruheng-W
[Task Proposal #130] Annotate antimicrobial-resistance genes from bacterial sequences using RGI and the CARD database
Scientific Domain
Life Sciences Biology Antimicrobial Resistance ...
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Proposed by @shibo769
[Task Proposal #131] A Simulation and Debiased Estimation Framework for Ultra-High-Dimensional Causal Mediation Effects
Scientific Domain
Mathematical Sciences Statistics Mathematical ...