My Projects

Gravitational wave surrogate modeling

Gravitational wave surrogate modeling

Modeling Deep Learning Gravitational waves

Deep Learning methods in surrogate modeling of gravitational waveforms.

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Synthetic data for variant calling benchmarking

Synthetic data for variant calling benchmarking

Synthetic Data Variant Calling Benchmarking

Framework for generating synthetic genomics datasets for benchmarking tumor-only somatic variant callers.

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Synthetic data evaluation metrics

Synthetic data evaluation metrics

Synthetic Data AI Evaluation Life Sciences

ELIXIR-led scoping review on evaluation metrics for synthetic data across genomics, transcriptomics, proteomics, phenomics, imaging and electronic health records.

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LLM evaluation for reproducible AI reporting

LLM evaluation for reproducible AI reporting

LLMs AI Evaluation Benchmarking

Benchmarking LLM-generated AI method annotations against expert human-curated annotations to evaluate reproducibility and reporting quality in life science AI publications.

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