This is the elastest service manager that is responsible for providing support service instances to test jobs. It's an implementation of the OSBA with further extensions.

Efficient implementatin of ESM family.

Exports MISP events to STIX and ingest into McAfee ESM

Files for downscaling climate forcing to A20 regional model

Design data and process for the AdaptyvBio protein design competition

Lightweight JavaScript ESM module loader for Django.

A helper library for managing ESM configuration on AWARE Framework

Quantum-informed IBD modeling using ESM protein embeddings and Qiskit QSVC/quantum kernels; CLI for ingest → train → report.

molly, an LLM designed to understand multi-omics data.

The Climate Model Evaluation Workflow (CMEW) is a Cylc 8 workflow that is used to evaluate climate models for all Earth System Model (ESM) components.

Functional sequence annotation, metamorphism and multifunctionality research over proteins

FAIR ESM model conversion to ONNX with extra model argument support

🧬 Predict protein expression success before you start cloning. Save weeks of failed experiments.

`a project with amount of tags`:strikethroguh: (TBC)

Application of ESM2 in the analysis of TonB embedding space

Emotional Bandwidth - Analysis code for Piejka, A., Fourcade, A., Gaebler, M., & Okruszek, Ł. (2026, preprint). Lost in Emotional Space: The Associations of Emotional Bandwidth with Depression and Loneliness.

"Repository for the 'Artificial Intelligence for Biology' course project. Implements PPI prediction using GCN and Protein Language Models."

A modular reactive framework with python backend and ts / tsx frontend

A python script aggregating the Cost of Capital data of Aswath Damodaran with additional sources for use in global energy system models.

GFlowNet-based therapeutic peptide design. Generates diverse, high-quality candidates (5.4x better diversity vs PPO/GRPO) to reduce correlated wet-lab failures. Published method with pre-trained models. Validated on FLIP & Propedia benchmarks.