Author name: Annita Selwyn

Revolutionizing Stochastic Modeling: SigMA Combines Path Signatures and Deep Learning for Enhanced Parameter Estimation

Researchers Xianglin Wu, Chiheb Ben Hammouda, and Cornelis W. Oosterlee from the Delft University of Technology have developed a novel approach to improve the accuracy and efficiency of parameter estimation in complex stochastic systems. Their work,

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EU’s Landmark Shift: Climate-Neutral E-Fuels Greenlit for Combustion Engines Beyond 2035

The European Union has just rewritten the rulebook for automotive decarbonization. In a bold move announced December 16, 2025, the EU Commission relaxed its 2035 ban on internal combustion engines, opening the door for climate-neutral e-fuels to power a new generation of vehicles. This policy pivot, responding to intense industry lobbying and technological reality, marks the first time a major economy has formally recognized synthetic fuels as a viable path to net-zero transport—alongside electrification.

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