Mathias Schreiner

1. Implicit Transfer Operator Learning: Multiple Time-Resolution Surrogates for Molecular Dynamics
   2023/05/29 by Mathias Schreiner, Schreiner, Mathias, Ole Winther +3 · 6 citations
   Materials Science · Biochemistry, Genetics and Molecular Biology · Computer Science · #Machine Learning in Materials Science #Protein Structure and Dynamics #Gaussian Processes and Bayesian Inference
2. Boltzmann priors for Implicit Transfer Operators
   2024/10/14 by Juan Viguera Diez, Mathias Schreiner, Diez, Juan Viguera +5 · 1 voice · 7 citations
   Physics and Astronomy · #Chemical Physics (physics.chem-ph) #FOS: Physical sciences #physics.chem-ph
3. Thermodynamic Interpolation: A generative approach to molecular thermodynamics and kinetics
   2024/11/15 by Selma Moqvist, Weilong Chen, Moqvist, Selma +7 · 6 citations
   Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Chemical Physics (physics.chem-ph) #FOS: Physical sciences
4. Transferable Generative Models Bridge Femtosecond to Nanosecond Time-Step Molecular Dynamics
   2025/10/08 by Juan Viguera Diez, Diez, Juan Viguera, Mathias Schreiner +3 · 1 voice · 4 citations
   Mathematics · Physics and Astronomy · #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #physics.chem-ph #stat.ML