Maksym Zhenirovskyy

A novel hybrid model reveals that targeted aerial drops can significantly mitigate wildfire spread, even under uncertainty.

LLMs can now generate more reliable business process models from natural language, thanks to a new method that automatically detects and resolves ambiguities that lead to inconsistent behavior.

LLMs can now automatically generate business process models from text descriptions with surprisingly high fidelity, opening the door to automated process documentation and analysis.

Automating the conversion of healthcare policies into executable models is now possible, achieving near-perfect accuracy on well-structured guidelines and flagging ambiguous cases for human review.