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Sereina Riniker

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Open access Oct 2026

Designing Cooperative Molecular Glues for FKBP12-MAPRE1 with Enhanced-Sampling Molecular Dynamics Simulations

Molecular glues (MGs) offer a unique modality for inducing protein–protein interactions (PPIs), yet their rational design is often hindered by the limitations of static structural data. Here, we present a computational pipeline for the design of cooperative MGs for the FKBP12-MAPRE1 system using replica exchange with...

Shu-Yu Chen, Riccardo Solazzo, Marianne Fouché et al. · 0 citations
Open access Jul 2026

Smoother Alchemical Transformations via Enveloping Distribution Sampling for Free-Energy Estimation

EDS consistently yields more accurate and statistically robust free-energy estimates compared to the conventional EI scheme for the model system calculations, while a clear advantage is observed for AHFE in the NEQ regime, where less dissipative transitions lead to more reliable free-energy estimates.

Shu-Yu Chen, Enrico Ruijsenaars, P. Hünenberger et al. · 0 citations
Review Open access Jul 2026

Yield Smarter, Not Harder: Good Practices for Machine Learning of Reaction Outcomes

Compared to conventional expectations, it is found that simpler models with interpretable features can achieve competitive performance under rigorous validation protocols and should become a requirement for future ML studies for reaction-yield prediction.

Idil Ismail, Gregory A Landrum, Sereina Riniker · 0 citations

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