Adv. Sci.: The Best DFT Functional Is the Ensemble of Functionals

In our work published in Advanced Science, we show that the ensembles of the existing functionals are by construction more accurate than any individual functional.

All-in-one: Learning across quantum chemical levels. Better than transfer learning!

Here, we propose the all-in-one (AIO) ANI model, which is able to handle an arbitrary number of QC levels.

JOC: Surprising dynamics phenomena in the Diels–Alder reaction of C60 uncovered with AI

Recently, we published a paper in JOC about the surprising dynamics phenomena in the Diels–Alder reaction of fullerene C60.

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

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

Physically consistent simulation of quantum dissipative dynamics with neural networks

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

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