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The key goal of this project is to develop a small language model that can deliver exceptional performance across multilingual reasoning tasks (English, French, Spanish, German, and Italian), instruction following, agent integration (tool calling), and extended context support (128k+ tokens).
This project, Domyn Edge, aims to push the boundaries of open-source SLMs by developing a model that competes with or outperforms the current state-of-the-art in the 3B–4B parameter range (e.g., LLaMA 3.2-3B, Gemma 3, Qwen 3 4B).
Domyn Guard is a specialised guard model for financial services applications that ensures compliance with AI regulations including NIST AI Risk Management Framework, EU AI Act, and financial sector-specific guidelines.
We investigate the effectiveness of wall-manipulation strategies based on the use of “spanwise traveling waves” in the high Reynolds number regime.
Trained on reference libraries an order of magnitude larger than before, DreaMS-Mol would extend annotation beyond the small, known fraction of chemistry, reaching the molecules behind the many spectra that remain unannotated across public repositories and biological samples.
Addition of polymers to single-phase turbulent flows leads to a significant drag reduction. Based on the percentage of achieved drag reduction (DR) in the flow, the viscoelastic flows are categorized as low drag reduction (LDR) and high drag reduction (HDR) regimes.
The DYNAMITE (DYnamic biomolecular interaction Network And Machine learning Integration for Targeted Energy calculations) aims to revolutionize binding free energy (BFE) predictions by integrating large-scale molecular dynamics (MD) simulations with advanced machine learning (ML) methodologies.
This project proposes to run global convection simulations with GPU-accelerated MHD solver (Pencil Code - Astaroth; PC-A) to study these processes in an unprecedented parameter regime.
The ECOSH Agentic AI Sales Assistant project aims to develop a modular AI system integrated into the ECOSH CRM platform to improve analytics, automation, and decision support in B2B sales workflows.
Phase-change processes are present in everyday life, nature, technology and in scientific applications. In particular, the melting of ice into salty water is directly linked to the melting of icebergs and glaciers into the ocean.