Publications by authors named "Stephan Mandt"

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Transferring climate change physical knowledge.
Francesco Immorlano, Veronika Eyring, Thomas le Monnier de Gouville, Gabriele Accarino, Donatello Elia, Stephan Mandt

Proc Natl Acad Sci U S A· April 2025

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HANNA: hard-constraint neural network for consistent activity coefficient prediction.
Thomas Specht, Mayank Nagda, Sophie Fellenz, Stephan Mandt, Hans Hasse

Chem Sci· December 2024

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Self-Supervised Anomaly Detection With Neural Transformations.
Chen Qiu, Marius Kloft, Stephan Mandt, Maja Rudolph

IEEE Trans Pattern Anal Mach Intell· December 2024

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Author Correction: Comparing storm resolving models and climates via unsupervised machine learning.
Griffin Mooers, Mike Pritchard, Tom Beucler, Prakhar Srivastava, Harshini Mangipudi, Stephan Mandt

Sci Rep· March 2024

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Comparing storm resolving models and climates via unsupervised machine learning.
Griffin Mooers, Mike Pritchard, Tom Beucler, Prakhar Srivastava, Harshini Mangipudi, Stephan Mandt

Sci Rep· December 2023

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Diffusion Probabilistic Modeling for Video Generation.
Ruihan Yang, Prakhar Srivastava, Stephan Mandt

Entropy (Basel)· October 2023

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Insights From Generative Modeling for Neural Video Compression.
Ruihan Yang, Yibo Yang, Joseph Marino, Stephan Mandt

IEEE Trans Pattern Anal Mach Intell· August 2023

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Fully Bayesian Autoencoders with Latent Sparse Gaussian Processes.
Ba-Hien Tran, Babak Shahbaba, Stephan Mandt, Maurizio Filippone

Proc Mach Learn Res· July 2023

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Learning to simulate high energy particle collisions from unlabeled data.
Jessica N Howard, Stephan Mandt, Daniel Whiteson, Yibo Yang

Sci Rep· May 2022

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Making thermodynamic models of mixtures predictive by machine learning: matrix completion of pair interactions.
Fabian Jirasek, Robert Bamler, Sophie Fellenz, Michael Bortz, Marius Kloft, Stephan Mandt

Chem Sci· May 2022

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History Marginalization Improves Forecasting in Variational Recurrent Neural Networks.
Chen Qiu, Stephan Mandt, Maja Rudolph

Entropy (Basel)· November 2021

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Hybridizing physical and data-driven prediction methods for physicochemical properties.
Fabian Jirasek, Robert Bamler, Stephan Mandt

Chem Commun (Camb)· October 2020

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Machine Learning in Thermodynamics: Prediction of Activity Coefficients by Matrix Completion.
Fabian Jirasek, Rodrigo A S Alves, Julie Damay, Robert A Vandermeulen, Robert Bamler, Stephan Mandt

J Phys Chem Lett· February 2020

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Advances in Variational Inference.
Cheng Zhang, Judith Butepage, Hedvig Kjellstrom, Stephan Mandt

IEEE Trans Pattern Anal Mach Intell· August 2019

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Interacting fermionic atoms in optical lattices diffuse symmetrically upwards and downwards in a gravitational potential.
Stephan Mandt, Akos Rapp, Achim Rosch

Phys Rev Lett· June 2011

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Equilibration rates and negative absolute temperatures for ultracold atoms in optical lattices.
Akos Rapp, Stephan Mandt, Achim Rosch

Phys Rev Lett· November 2010

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