conftrace_

Simon Olsson

4 papers · 2023–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

AISTATS (1) ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Ross Irwin (2) Woo Youn Kim (1) Jon Paul Janet (1) Alessandro Tibo (1) Mathias Jacob Schreiner (1) Tony Shen (1) Ole Winther (1) Kieran Didi (1) Mathias Schreiner (1) Martin Ester (1)

Research topics

Deep Learning (3) Models (3) Healthcare & Medicine (2) Machine Learning (2) Research (2) Artificial Intelligence (1) Interdisciplinary (1) Bayesian & Probabilistic (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Optimization & Theory (1) Science (1)

Keywords

molecular dynamics (2) flow matching (1) diffusion model (1) surrogate model (1) transfer operator (1) drug design (1) molecular generation (1) equivariant architecture (1) generative flow (1) stochastic dynamics (1) coarse-grained model (1) equivariant message passing (1) implicit transfer operator (1) boltzmann prior (1) equilibrium statistics (1) thermodynamic properties (1) gflownet (1) synthetic pathways (1) 3d binding pose (1) compositional flows (1)

Papers

Boltzmann priors for Implicit Transfer Operators ICLR 2025 Compositional Flows for 3D Molecule and Synthesis Pathway Co-design ICML 2025 SemlaFlow – Efficient 3D Molecular Generation with Latent Attention and Equivariant Flow Matching AISTATS 2025 Implicit Transfer Operator Learning: Multiple Time-Resolution Models for Molecular Dynamics NeurIPS 2023