Selected Papers

2026 - 2024
Year Title Area Status
2026 Structured Priors for Reliable Biomedical Information Extraction NLP + Bio Under Review
2026 Calibration Under Drift: A Statistical Lens for Scientific ML ML + Math Preprint
2025 Curvature-Aware Optimization for Sparse Scientific Models ML + Math Accepted
2025 Evaluating Long-Context Faithfulness in Technical Language Systems NLP + AI Accepted
2024 Benchmarking Causal Signatures in Multi-omic Prediction Pipelines Bio + AI Published

Publication Principles

  • Claims are bounded and tied to explicit assumptions.
  • Experimental procedures are documented for reproduction.
  • Negative results are retained when they improve interpretability.
  • Code and evaluation details are versioned with manuscripts.

Artifact Request

If you would like reference implementations, data cards, or additional ablation reports, contact us and include the manuscript title in your message.