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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 ...

Proposed by @jungtaekkim [Task Proposal #123] Literature-Grounded Inverse Spectroscopy of Multilayer Thin Films Under Fabrication Constraints Scientific Domain Physical Sciences Chemistry and Materials ...

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 ...

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 ...

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 ...

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 ...

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 ...

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 ...

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 ...

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 ...