References & Further Reading

Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks

Finn, C., Abbeel, P., Levine, S.

ICML 2017 · arXiv:1703.03400

E(3)-equivariant graph neural networks for data-efficient and accurate interatomic potentials

Batzner, S., Musaelian, A., Sun, L., Geiger, M., Mailoa, J. P., et al.

Nature Communications 2022 · doi:10.1038/s41467-022-29939-5

On the identity of the quantum-mechanical master equation

Nakajima, S.

Progress of Theoretical Physics 20 (1958) 948–959

Ensemble method in the theory of irreversibility

Zwanzig, R.

Journal of Chemical Physics 33 (1960) 1338–1341

Stabilité structurelle et morphogenèse

Thom, R.

W. A. Benjamin, Reading MA, 1972 (English: Structural Stability and Morphogenesis, 1975)

Quantum mechanical tunneling in chemical physics

Takada, T., Nakamura, H.

World Scientific, 2022

Ring-polymer molecular dynamics: quantum effects in chemical dynamics from classical trajectories in an extended phase space

Craig, I. R., Manolopoulos, D. E.

Journal of Chemical Physics 121 (2004) 3368

Hydrogen transfer in conformationally constrained bicyclic systems — tunneling suppression by rigid scaffolds

Mercier des Rochettes, B.

PhD Thesis, Institut Français du Pétrole, 1985

On the theory of quantum correction to the reaction rate

Bell, R. P.

Transactions of the Faraday Society 55 (1959) 1–4

MACE: Higher order equivariant message passing neural networks for fast and accurate force fields

Batatia, I., Kovács, D. P., Simm, G. N. C., et al.

NeurIPS 2022 · arXiv:2206.07697

On the reptile algorithm as a meta-learner

Nichol, A., Achiam, J., Schulman, J.

arXiv:1803.02999 (2018)

Catastrophe Theory and Its Applications

Poston, T., Stewart, I.

Dover Publications (1996; original Pitman 1978)

The Theory of Open Quantum Systems

Breuer, H.-P., Petruccione, F.

Oxford University Press 2002, Chapters 9–10