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Author

Aldo S. Pasos-Trejo

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Preprint Nov 2026

Exploring the World of Lipids with Machine-Learned Coarse-Grained Models

Lipid bilayers are central to cellular organization and function, yet their atomistic modelling remains constrained by its high computational cost. While coarse-grained (CG) models can overcome this bottleneck, they are limited in accuracy due to the use of simplified functional forms based on molecular mechanics. Usin...

Aldo S. Pasos-Trejo, Daniel P. Ramírez-Echemendía, Daniel Conde-Torres et al. · 0 citations
Open access Sep 2026

Dynamic states of an MHC class I molecule during peptide exchange

Show that peptide exchange proceeds through an MHC-I intermediate characterized by unfolding of the α1-helix and anchoring of the peptide N-terminus at the tapasin-stabilized α2 helix, suggesting that the dynamic features introduced by polymorphic variation may have contributed to shaping the pool of antigens presented...

Alexandra Mitlehner, Aldo S. Pasos-Trejo, M. Becker et al. · 0 citations

A strategic roadmap for an atomistic machine-learning ecosystem

The outcomes of discussions to establish a healthy, sustainable and impactful atomistic ML ecosystem are summarized, suggesting some long-term goals, and some concrete actions, to establish a healthy, sustainable and impactful atomistic ML ecosystem.

Jörg Behler, Michele Ceriotti, Cecilia Clementi et al. · 4 citations

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