Benjamin Kurt Miller

32 papers A* 7Journal 25
YearRankTypeTitle / Venue / Authors
2026 J jnl
Generalizing Coverage Plots for Simulation-based Inference.
Trans. Mach. Learn. Res.
Maximilian Lipp, Benjamin Kurt Miller, Lyubov Amitonova, Patrick Forré
2026 J jnl
Offline Materials Optimization with CliqueFlowmer.
CoRR
Jakub Grudzien Kuba, Benjamin Kurt Miller, Sergey Levine, Pieter Abbeel
2025 A* conf
Adjoint Sampling: Highly Scalable Diffusion Samplers via Adjoint Matching.
ICML
Aaron J. Havens, Benjamin Kurt Miller, Bing Yan, Carles Domingo-Enrich, Anuroop Sriram, Daniel S. Levine, Brandon M. Wood, Bin Hu, Brandon Amos, Brian Karrer, Xiang Fu, Guan-Horng Liu, Ricky T. Q. Chen
2025 J jnl
Adjoint Sampling: Highly Scalable Diffusion Samplers via Adjoint Matching.
CoRR
Aaron J. Havens, Benjamin Kurt Miller, Bing Yan, Carles Domingo-Enrich, Anuroop Sriram, Brandon M. Wood, Daniel LeVine, Bin Hu, Brandon Amos, Brian Karrer, Xiang Fu, Guan-Horng Liu, Ricky T. Q. Chen
2025 J jnl
Adjoint Schrödinger Bridge Sampler.
CoRR
Guan-Horng Liu, Jaemoo Choi, Yongxin Chen, Benjamin Kurt Miller, Ricky T. Q. Chen
2025 A* conf
All-atom Diffusion Transformers: Unified generative modelling of molecules and materials.
ICML
Chaitanya K. Joshi, Xiang Fu, Yi-Lun Liao, Vahe Gharakhanyan, Benjamin Kurt Miller, Anuroop Sriram, Zachary W. Ulissi
2025 J jnl
All-atom Diffusion Transformers: Unified generative modelling of molecules and materials.
CoRR
Chaitanya K. Joshi, Xiang Fu, Yi-Lun Liao, Vahe Gharakhanyan, Benjamin Kurt Miller, Anuroop Sriram, Zachary W. Ulissi
2025 J jnl
Enhancing Diffusion-Based Sampling with Molecular Collective Variables.
CoRR
Juno Nam, Bálint Máté, Artur P. Toshev, Manasa Kaniselvan, Rafael Gómez-Bombarelli, Ricky T. Q. Chen, Brandon M. Wood, Guan-Horng Liu, Benjamin Kurt Miller
2025 J jnl
Learning from the electronic structure of molecules across the periodic table.
CoRR
Manasa Kaniselvan, Benjamin Kurt Miller, Meng Gao, Juno Nam, Daniel S. Levine
2025 J jnl
Simulation-Based Inference: A Practical Guide.
CoRR
Michael Deistler, Jan Boelts, Peter Steinbach, Guy Moss, Thomas Moreau, Manuel Glöckler, Pedro L. C. Rodrigues, Julia Linhart, Janne K. Lappalainen, Benjamin Kurt Miller, Pedro J. Gonçalves, Jan-Matthis Lueckmann, Cornelius Schröder, Jakob H. Macke
2025 J jnl
Space Group Conditional Flow Matching.
CoRR
Omri Puny, Yaron Lipman, Benjamin Kurt Miller
2025 J jnl
The Loss Landscape of Powder X-Ray Diffraction-Based Structure Optimization Is Too Rough for Gradient Descent.
CoRR
Nofit Segal, Akshay Subramanian, Mingda Li, Benjamin Kurt Miller, Rafael Gómez-Bombarelli
2025 J jnl
sbi reloaded: a toolkit for simulation-based inference workflows.
J. Open Source Softw.
Jan Boelts, Michael Deistler, Manuel Glöckler, Álvaro Tejero-Cantero, Jan-Matthis Lueckmann, Guy Moss, Peter Steinbach, Thomas Moreau, Fabio Muratore, Julia Linhart, Conor Durkan, Julius Vetter, Benjamin Kurt Miller, Maternus Herold, Abolfazl Ziaeemehr, Matthijs Pals, Theo Gruner, Sebastian Bischoff, Nastya Krouglova, Richard Gao, Janne K. Lappalainen, Bálint Mucsányi, Felix Pei, Auguste Schulz, Zinovia Stefanidi, Pedro Rodrigues, Cornelius Schröder, Faried Abu Zaid, Jonas Beck, Jaivardhan Kapoor, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke
2024 A* conf
FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions.
NeurIPS
Anuroop Sriram, Benjamin Kurt Miller, Ricky T. Q. Chen, Brandon M. Wood
2024 J jnl
FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions.
CoRR
Anuroop Sriram, Benjamin Kurt Miller, Ricky T. Q. Chen, Brandon M. Wood
2024 A* conf
FlowMM: Generating Materials with Riemannian Flow Matching.
ICML
Benjamin Kurt Miller, Ricky T. Q. Chen, Anuroop Sriram, Brandon M. Wood
2024 J jnl
FlowMM: Generating Materials with Riemannian Flow Matching.
CoRR
Benjamin Kurt Miller, Ricky T. Q. Chen, Anuroop Sriram, Brandon M. Wood
2024 J jnl
sbi reloaded: a toolkit for simulation-based inference workflows.
CoRR
Jan Boelts, Michael Deistler, Manuel Glöckler, Álvaro Tejero-Cantero, Jan-Matthis Lueckmann, Guy Moss, Peter Steinbach, Thomas Moreau, Fabio Muratore, Julia Linhart, Conor Durkan, Julius Vetter, Benjamin Kurt Miller, Maternus Herold, Abolfazl Ziaeemehr, Matthijs Pals, Theo Gruner, Sebastian Bischoff, Nastya Krouglova, Richard Gao, Janne K. Lappalainen, Bálint Mucsányi, Felix Pei, Auguste Schulz, Zinovia Stefanidi, Pedro Rodrigues, Cornelius Schröder, Faried Abu Zaid, Jonas Beck, Jaivardhan Kapoor, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke
2023 J jnl
Balancing Simulation-based Inference for Conservative Posteriors.
CoRR
Arnaud Delaunoy, Benjamin Kurt Miller, Patrick Forré, Christoph Weniger, Gilles Louppe
2023 J jnl
Simulation-based Inference with the Generalized Kullback-Leibler Divergence.
CoRR
Benjamin Kurt Miller, Marco Federici, Christoph Weniger, Patrick Forré
2022 A* conf
Contrastive Neural Ratio Estimation.
NeurIPS
Benjamin Kurt Miller, Christoph Weniger, Patrick Forré
2022 J jnl
Contrastive Neural Ratio Estimation.
CoRR
Benjamin Kurt Miller, Christoph Weniger, Patrick Forré
2022 A* conf
Generative Coarse-Graining of Molecular Conformations.
ICML
Wujie Wang, Minkai Xu, Chen Cai, Benjamin Kurt Miller, Tess E. Smidt, Yusu Wang, Jian Tang, Rafael Gómez-Bombarelli
2022 J jnl
Generative Coarse-Graining of Molecular Conformations.
CoRR
Wujie Wang, Minkai Xu, Chen Cai, Benjamin Kurt Miller, Tess E. Smidt, Yusu Wang, Jian Tang, Rafael Gómez-Bombarelli
2022 J jnl
swyft: Truncated Marginal Neural Ratio Estimation in Python.
J. Open Source Softw.
Benjamin Kurt Miller, Alex Cole, Christoph Weniger, Francesco Nattino, Ou Ku, Meiert W. Grootes
2021 J jnl
Automatically detecting anomalous exoplanet transits.
CoRR
Christoph J. Hönes, Benjamin Kurt Miller, Ana M. Heras, Bernard H. Foing
2021 J jnl
Fast and Credible Likelihood-Free Cosmology with Truncated Marginal Neural Ratio Estimation.
CoRR
Alex Cole, Benjamin Kurt Miller, Samuel J. Witte, Maxwell X. Cai, Meiert W. Grootes, Francesco Nattino, Christoph Weniger
2021 A* conf
Truncated Marginal Neural Ratio Estimation.
NeurIPS
Benjamin Kurt Miller, Alex Cole, Patrick Forré, Gilles Louppe, Christoph Weniger
2021 J jnl
Truncated Marginal Neural Ratio Estimation.
CoRR
Benjamin Kurt Miller, Alex Cole, Patrick Forré, Gilles Louppe, Christoph Weniger
2020 J jnl
Finding Symmetry Breaking Order Parameters with Euclidean Neural Networks.
CoRR
Tess E. Smidt, Mario Geiger, Benjamin Kurt Miller
2020 J jnl
Relevance of Rotationally Equivariant Convolutions for Predicting Molecular Properties.
CoRR
Benjamin Kurt Miller, Mario Geiger, Tess E. Smidt, Frank Noé
2020 J jnl
Simulation-efficient marginal posterior estimation with swyft: stop wasting your precious time.
CoRR
Benjamin Kurt Miller, Alex Cole, Gilles Louppe, Christoph Weniger