Source code for the Twomes, B4B and REDUCEDHEATCARB analysis tools based on dynamic models for heat and mass balances and physics informed machine learning (f.k.a. inverse grey-box modelling) ...

A critical procedure in diagnosing atrial fibrillation is the creation of electro-anatomic activation maps. Current methods generate these mappings from interpolation using a few sparse data points ...

Exponential growth in big data and computing power is transforming climate science, where machine learning is playing a critical role in mapping the physics of our changing climate. "What is happening ...

Impact and progress Frontiers' impact Progress Report 2022 All progress reports ...

These courses take place in both the UCL Medical Physic and Biomedical Engineering (MPBE) department, and the UCL Physics and Astronomy (P&A) department, giving you a unique opportunity to learn from ...

A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.

Jan. 29, 2025 — The universe is getting more disordered, entropy is growing -- this is the second law of thermodynamics. But according to quantum theory, entropy should actually stay the same.