SD

Steven Dillmann

0000-0002-4773-1463

cs.AIastro-ph.IMastro-ph.COcs.LGastro-ph.HEastro-ph.GAastro-ph.SRcs.CLcs.SEastro-ph.EP

On Valency

published · living versions

Science Prediction Universe

with Zengji Tu, Xiang Liu, Jiarui Sun, Ruoyu Wu +31

1 version

W_xgqyup7dv1 · current

FrontierPhysics: Evaluating Agents for End-to-End Physics Research

W_rztvbbknv1

Preprints & journals

24 papers in the corpus · 2024–2026

AgentPersonaBench: Benchmarking Persona-Driven User Simulation

Jintao Huang, Yifan Wang, Hongyu Shen et al.

0 citations

2610.04379v12026arXiv

OSWorld-Science: A Benchmark of Computer Use Agents for Learning and Using Scientific Software

Dingyuan Dai, Heli Qi, Lei Liu et al.

0 citations

2609.39903v12026arXiv

Lens Modeling and Cosmological Inference from an Impure Sample of Galaxy-Galaxy Strong Lenses

Philip Holloway, Aprajita Verma, Philip J. Marshall et al.

0 citations

2609.21699v12026arXiv

Harbor Adapters and Harbor-Index: Infrastructure and a Curated Meta-Dataset for Large-Scale Agentic Evaluation

Lin Shi, Haowei Lin, Zixuan Zhu et al.

0 citations

2609.04298v32026arXiv

Bringing analytic rigor to agentic AI for science: The Brain Researcher platform for neuroimaging data analysis

Zijiao Chen, Nicholas Lu, Xinhui Li et al.

0 citations

2608.19902v12026arXiv

Early Exploration of the Scientific Discovery Space for the Habitable Worlds Observatory

Courtney D. Dressing, Danica Adams, Evelyne Alecian et al.

0 citations

2608.11294v12026arXiv

OpenThoughts-Agent: Data Recipes for Agentic Models

Negin Raoof, Richard Zhuang, Marianna Nezhurina et al.

0 citations

2606.24855v12026arXiv

Every Eval Ever: A Unifying Schema and Community Repository for AI Evaluation Results

Jan Batzner, Sree Harsha Nelaturu, Damian Stachura et al.

0 citations

2606.14516v12026arXiv

SWE-Marathon: Can Agents Autonomously Complete Ultra-Long-Horizon Software Work?

Rishi Desai, Jesse Hu, Joan Cabezas et al.

0 citations

2606.07682v12026arXiv

AsymmetryZero: A Framework for Operationalizing Human Expert Preferences as Semantic Evals

Tadhg Looram, Lucas Nuzzi, Kyle Waters et al.

0 citations

2605.04083v12026arXiv

SLSim: a strong lensing population simulation package

Narayan Khadka, Simon Birrer, Henry Best et al.

0 citations

2603.17138v22026arXiv

Genome modelling and design across all domains of life with Evo 2.

Brixi, Garyk, Durrant, Matthew G, Ku, Jerome et al.

155 citations

417816142026Nature. 2026;652(8112):1349-1361

SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Xiangyi Li, Yimin Liu, Wenbo Chen et al.

2 citations

2602.12670v42026arXiv

Opportunities in AI/ML for the Rubin LSST Dark Energy Science Collaboration

Eric Aubourg, Camille Avestruz, Matthew R. Becker et al.

0 citations

2601.14235v12026arXiv

Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces

Mike A. Merrill, Alexander G. Shaw, Nicholas Carlini et al.

2 citations

2601.11868v12026arXiv

Investigating the Dark Energy Constraint from Strongly Lensed AGN at LSST-Scale

Sydney Erickson, Martin Millon, Padmavathi Venkatraman et al.

2 citations

2511.13669v32025arXiv

The Advanced X-ray Imaging Satellite (AXIS) Community Science Book

Michael Koss, Nafisa Aftab, Steven W. Allen et al.

3 citations

2511.00253v22025arXiv

Lens Model Accuracy in the Expected LSST Lensed AGN Sample

Padmavathi Venkatraman, Sydney Erickson, Phil Marshall et al.

0 citations

2510.20778v22025Padmavathi Venkatraman et al 2026 AJ 172 223

Learning Representations of Event Time Series with Sparse Autoencoders for Anomaly Detection, Similarity Search, and Unsupervised Classification

Steven Dillmann, Juan Rafael Mart'inez-Galarza

0 citations

2507.11620v22025arXiv

Building Machine Learning Challenges for Anomaly Detection in Science

Elizabeth G. Campolongo, Yuan-Tang Chou, Ekaterina Govorkova et al.

0 citations

2503.02112v22025arXiv

Genome modeling and design across all domains of life with Evo 2

Brixi, G., Durrant, M. G., Ku, J. et al.

216 citations

10.1101/2025.02.18.638918v12025bioRxiv

A Poisson Process AutoDecoder for X-ray Sources

Yanke Song, Victoria Ashley Villar, Juan Rafael Martinez-Galarza et al.

3 citations

2502.01627v22025arXiv

Hyperluminous Supersoft X-Ray Sources in the Chandra Catalog

Andrea Sacchi, Kevin Paggeot, Steven Dillmann et al.

0 citations

2502.00097v220252025 ApJ 983 124

Representation Learning for Time-Domain High-Energy Astrophysics: Discovery of Extragalactic Fast X-ray Transient XRT 200515

Steven Dillmann, Juan Rafael Mart'inez-Galarza, Roberto Soria et al.

9 citations

2412.01150v22024Monthly Notices of the Royal Astronomical Society, Volume 537, Issue 2, February 2025

Career total: at least 35 works. 24 are in this corpus.

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