Full-pipeline AI agent for Nature-series journal writing. Supports OpenClaw, Claude Code, and Codex. Covers journal selection, drafting, figure generation, citation verification, and reviewer response.

Code and machine learning models (FRIGHT and AFRAID) for predicting chronological age and lifespan from a 31-parameter murine frailty index. Schultz, Kane et al. (2020), Nature Communications.

The code for the work presented in the research paper titled "Nanophotonic Structure Inverse Design for Switching Application Using Deep Learning"

Batch-Effect Reduction Trees

Analysis code associated with the development of RAS84, a curated RAS transcriptional signature.

Sperm-derived H2AK119ub1 is required for embryonic development in Xenopus laevis

Reference implementation, full provenance dataset (7,004 experiments), and revision-ready submission package for the Nature Communications study 'Same Prompt, Different Answer: Hidden Non-Determinism in LLM APIs Undermines Scientific Reproducibility' (Rover et al., 2026, under Major Revision).

Kidney papilla Visium + snRNA-seq reproduction (Canela et al. Nat Commun 2023): label transfer · stone vs control spatial DE · mineralization ROI. GEO GSE206306/GSE231569 · RunPod/Colab ready.

Custom C++ global optimizer using Basin-Hopping Monte Carlo — published in Nature Communications · directly analogous to cost-landscape optimization in robotics planning

Analysis code (by Dillon Corvino) for Giordano, Layer, Leonardelli et al. — CXCL12 inhibition (NOX-A12) plus radiotherapy in newly diagnosed glioblastoma (GLORIA phase I/II trial). Nature Communications 2024.