News

AIQM2 is out: better and faster than B3LYP for reaction simulations!

2024-10-09

AIQM2 is the long-awaited successor of the highly successful AIQM1.

Physically consistent simulation of quantum dissipative dynamics with neural networks

2024-10-01

Physics-Informed Neural Networks and Beyond: Enforcing Physical Constraints in Quantum Dissipative Dynamics

JCTC: Physics-informed active learning for accelerating quantum chemical simulations

2024-09-25

It shortens molecular simulation time to a couple of days which could have taken weeks of pure quantum chemical calculations.

One-year overview: from MLatom 3.0 to 3.10

2024-09-18

Here we make a summary of the upgrades in case you missed them!

How to construct and use delta-learning models

2024-09-11

Delta-learning is slower than pure ML models but the benefit is typically an increased robustness and accuracy.

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