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Open access Sep 2026

How Accurately Can We Describe Spin Crossover?

The complicated physicochemical properties of metal complexes that exhibit thermal spin crossover make it difficult for routine electronic structure calculations to yield an accurate transition temperature prediction, T1/2. The difficulty lies in the intricate connection between the spin-crossover energy, which is a mo...

Angel Albavera-Mata, D. Mejía-Rodríguez, N. Govind et al. · 0 citations
Preprint Aug 2026

Electrostatic Phenomenology Benchmarks for Machine-Learned Interatomic Potentials in Electrochemistry: Beyond the Energy-Force Metric

A benchmark suite of focused test cases designed to evaluate MLIPs on electrochemically relevant physical phenomena and establish a qualitative diagnostic routine complementary to aggregate energy-force metrics is introduced.

Barbara Sumić, Ria Vasdev, S. Ethirajan et al. · 0 citations

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