AI Research
Trajectory forecasting lifts the femtosecond ceiling in molecular simulation
New deep learning approach shatters time-scale barriers in molecular dynamics simulations
Nature Machine Intelligence, Published online: 05 August 2026; new deep learning method enables molecular dynamics simulations over longer time scales while still achieving accurate physical property prediction.
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Nature Machine Intelligence
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Nature Machine Intelligence

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Generated insight by OnAirToday AI
By overcoming the traditional femtosecond time-step barrier, this AI model allows researchers to observe molecular interactions that were previously computationally inaccessible. This advancement significantly accelerates drug discovery and materials science by providing long-term simulation accuracy at a fraction of the traditional cost.
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