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13Categories

Knowledge catalogue

Search: “science”

GridTimelineEvolution
49+ results
Model Releases

DSAEval: Evaluating Data Science Agents on a Wide Range of Real-World Data Science Problems

DGX agent

arXiv:2601.13591v3 Announce Type: replace Abstract: Recent LLM-based data agents aim to automate data science tasks ranging from data analysis to deep learning. However, the open-ended nature of real-

model-releasesarxiv-cs-ai
10 Sept 2026

Source
HumanDGX agent

Content type
AllBlogX PostPaperYouTubeRedditGitHub
Clear filters
Model Releases

SWE-bench Science: Can Coding Agents Resolve Engineering Tasks in Science?

DGX agent

arXiv:2608.19799v1 Announce Type: new Abstract: Software increasingly functions as part of the scientific instrument itself, making failures in scientific code capable of compromising not only program

model-releasesarxiv-cs-cl
21 Aug 2026
Applications

CRITICS - Critical Science Without Borders: Language Models to Promote Critical Thinking in Science Education

DGX agent

arXiv:2609.13942v1 Announce Type: cross Abstract: The CRITICS project addresses science accessibility and literacy by converging advanced Machine Translation (MT) based on Large Language Models (LLMs)

applicationsarxiv-cs-ai
15 Sept 2026
Applications

QSignAI: Quantum-Randomness-Seeded Identity Signatures at the Intersection of AI for Science and Science for AI

DGX agent

arXiv:2605.27729v3 Announce Type: replace-cross Abstract: The 2024-2025 Nobel and Turing awards recognised AI and quantum science simultaneously. Yet no deployed system has brought these streams toget

applicationsarxiv-cs-ai
24 Jun 2026
Model Releases

ScienceClaw: Benchmarking Continual Self-Evolution of AI-for-Science Agents Across the Natural and Social Sciences

DGX agent

arXiv:2610.08691v1 Announce Type: new Abstract: Large language model agents are accelerating scientific automation, yet verified executions rarely become persistent program-level improvements, and exi

model-releasesarxiv-cs-ai
7 Oct 2026
Model Releases

ORCA: Evaluating LLMs on Data Science Code Translation

DGX agent

arXiv:2609.30749v1 Announce Type: new Abstract: Data Science Code Translation (DSCT) is the process of converting code between data science libraries while preserving functional equivalence and enabli

model-releasesarxiv-cs-ai
28 Sept 2026
Model Releases

Leveraging a four-quadrant approach for evaluating Redpine Science

DGX agent

arXiv:2610.07937v1 Announce Type: new Abstract: Redpine Science gives models and agents a single access point to a wide range of peer-reviewed literature, queried directly through the Model Context Pr

model-releasesarxiv-cs-cl
7 Oct 2026
Agents

DS-Lighting: Making Agent Harnesses Explicit for Data-Science Automation

DGX agent

arXiv:2608.28590v1 Announce Type: new Abstract: Large Language Model (LLM) agents have shown promise for automating data-science workflows, yet their end-to-end performance depends critically on the a

agentsarxiv-cs-ai
1 Sept 2026
Model Releases

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments?

DGX agent

arXiv:2608.10366v1 Announce Type: new Abstract: Real-world data science involves long-horizon workflows that span data wrangling, exploration, modeling, visualization, and validation, and require coor

model-releasesarxiv-cs-ai
12 Aug 2026
Agents

MUSE: An Interactive Meta-Agent for Understanding and Steering LLM-powered Data Science Systems

DGX agent

arXiv:2608.16181v1 Announce Type: cross Abstract: Recent advances in large language models have enabled a new class of agentic data science systems that allow users to complete complex data science wo

agentsarxiv-cs-ai
18 Aug 2026
Research

Naturalistic Computational Cognitive Science: Towards generalizable models and theories that capture the full range of natural behavior

DGX agent

arXiv:2502.20349v3 Announce Type: replace-cross Abstract: How can cognitive science build generalizable theories that span the full scope of natural situations and behaviors? We argue that progress in

researcharxiv-cs-ai
19 May 2026
Agents

Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results

DGX agent

arXiv:2604.21965v1 Announce Type: new Abstract: Recent work has used LLM agents to reproduce empirical social science results with access to both the data and code. We broaden this scope by asking: Ca

agentsarxiv-cs-ai
27 Apr 2026
Model Releases

Science Is Falling Behind the Frontier: Foundation Model Adoption Across Half a Million Papers

DGX agent

arXiv:2511.21739v2 Announce Type: replace-cross Abstract: We present the first large-scale analysis of AI foundation model usage in science -- not just citations or keywords. We find that adoption has

model-releasesarxiv-cs-ai
5 Oct 2026
Model Releases

CausalDS: Benchmarking Causal Reasoning in Data-Science Agents

DGX agent

arXiv:2607.08093v1 Announce Type: new Abstract: Large language models (LLMs) increasingly act as integrated data-science agents, combining abstract reasoning with advanced tool use. Yet the relevant b

model-releasesarxiv-cs-ai
10 Jul 2026
Model Releases

MatSciBench: Benchmarking the Reasoning Ability of Large Language Models in Materials Science

DGX agent

arXiv:2510.12171v2 Announce Type: replace Abstract: Large Language Models have shown strong scientific reasoning ability, but their performance on materials science problems remains less studied. To f

model-releasesarxiv-cs-ai
9 Jun 2026
Model Releases

AgentDS Technical Report: Benchmarking the Future of Human-AI Collaboration in Domain-Specific Data Science

DGX agent

arXiv:2603.19005v2 Announce Type: replace-cross Abstract: Data science plays a critical role in transforming complex data into actionable insights across numerous domains. Recent developments in large

model-releasesarxiv-cs-ai
2 Jun 2026
Safety

Toward Responsible and Epistemically Grounded Multilingual LLMs for Computational Social Science and Humanities

DGX agent

arXiv:2606.00596v1 Announce Type: new Abstract: Large language models have rapidly evolved in multilingual competence and reasoning capacity, enabling their integration into Social Sciences and Humani

safetyarxiv-cs-cl
2 Jun 2026
Model Releases

OmniMatBench: A Human-Calibrated Multimodal Reasoning Benchmark Across 19 Materials Science Subfields

DGX agent

arXiv:2605.29833v1 Announce Type: new Abstract: As multimodal language models play an increasingly important role in scientific research, materials science offers a critical testbed due to its interdi

model-releasesarxiv-cs-ai
29 May 2026
Safety

The Emergence of Social Science of Large Language Models

DGX agent

arXiv:2509.24877v3 Announce Type: replace Abstract: The social science of large language models (LLMs) examines how these systems evoke mind attributions, interact with one another, and transform huma

safetyarxiv-cs-ai
10 Sept 2026
Agents

Science sandboxes measure the scientific capability of AI agents

DGX agent

arXiv:2608.30165v1 Announce Type: cross Abstract: Scientific progress depends not only on finding solutions, but on learning the rules that explain why they work and using that understanding to design

agentsarxiv-cs-ai
1 Sept 2026
Model Releases

Science Edge Evaluation: SEE the Missing Step Toward Real Scientific Discovery

DGX agent

arXiv:2608.06931v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly involved in scientific discovery, yet it remains unclear whether they can support complex real laboratory

model-releasesarxiv-cs-ai
10 Aug 2026
Research

Measuring the State of Open Science in Transportation Using Large Language Models

DGX agent

arXiv:2601.14429v2 Announce Type: replace-cross Abstract: Open science initiatives have strengthened scientific integrity and accelerated research progress across many fields, but the state of their p

researcharxiv-cs-ai
29 Jul 2026
Safety

From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics

DGX agent

arXiv:2607.21327v1 Announce Type: cross Abstract: Bibliometric indicators - citation counts, h-indexes, co-authorship networks - have long anchored science, technology, and innovation (STI) analytics,

safetyarxiv-cs-ai
24 Jul 2026
Research

Mathematics of Data Science

DGX agent

arXiv:2607.11938v1 Announce Type: cross Abstract: This book is about the mathematical foundations of data science. 1. Introduction 2. Curses, Blessings, and Surprises in High Dimensions 3. Singular Va

researcharxiv-cs-ai
15 Jul 2026
Model Releases

Assessing and Mitigating Miscalibration in LLM-Based Social Science Measurement

DGX agent

arXiv:2605.11954v2 Announce Type: replace Abstract: Large language models (LLMs) are increasingly used in social science as scalable measurement tools for converting unstructured text into variables t

model-releasesarxiv-cs-ai
3 Jun 2026
Agents

EvoDS: Self-Evolving Autonomous Data Science Agent with Skill Learning and Context Management

DGX agent

arXiv:2606.03841v1 Announce Type: new Abstract: Recent progress in Large Language Model (LLM) agents has enabled promising advances in automated data science. However, existing approaches remain funda

agentsarxiv-cs-ai
3 Jun 2026
Tutorials

KnowledgeGain: Evaluating and Optimizing Science News Generation for Reader Learning

DGX agent

arXiv:2605.31099v1 Announce Type: cross Abstract: Science news is an important medium to communicate discoveries between the research communities and the public. Yet, most metrics for generated or sum

tutorialsarxiv-cs-ai
1 Jun 2026
Model Releases

Errors of LLM-Assisted Literature Retrieval in Environmental Science: A Comparison Study of Abstract versus Full-text Based Prompts

DGX agent

arXiv:2610.05690v1 Announce Type: cross Abstract: Large language models (LLMs) are increasingly used for literature search and synthesis. However, it is unclear whether they retrieve accurate bibliogr

model-releasesarxiv-cs-lg
6 Oct 2026
Model Releases

Evaluating Decision Models for Text Annotation in Computational Social Science

DGX agent

arXiv:2609.24574v1 Announce Type: new Abstract: Computational social science increasingly relies on large language models for text annotation, and the validity of published findings now rests on the l

model-releasesarxiv-cs-cl
22 Sept 2026
Research

Knowing Your Uncertainty -- On the application of LLM in social sciences

DGX agent

arXiv:2512.05461v2 Announce Type: replace-cross Abstract: Large language models (LLMs) are rapidly being integrated into computational social science research, yet their blackboxed training and design

researcharxiv-cs-ai
10 Sept 2026
Tutorials

SCAFFOLD: A Large-Scale Structured Dataset of Computer Science Research Figures with Diagram QA and Chain-of-Thought Reasoning Traces

DGX agent

arXiv:2609.00018v1 Announce Type: new Abstract: Computer science papers rely heavily on diagrams: architecture drawings, system flowcharts, and pipeline schematics that often carry more information th

tutorialsarxiv-cs-ai
2 Sept 2026
Agents

TeachMateGPT: A Multi-Agent Knowledge-Grounded Framework for Pedagogical Assessment Generation from Science Curriculum Materials

DGX agent

arXiv:2608.13708v1 Announce Type: cross Abstract: Automatically generating textbook-grounded assessment items can reduce science teachers' workload, but existing retrieval-augmented generation (RAG) s

agentsarxiv-cs-ai
17 Aug 2026
Safety

Validating LLMs in social science: Epistemic threats and emerging norms

DGX agent

arXiv:2607.07915v1 Announce Type: cross Abstract: Large language models (LLMs) are reshaping social science methodology. Researchers increasingly prompt language models to generate quantitative measur

safetyarxiv-cs-cl
10 Jul 2026
Model Releases

Unlocking the Visual Record of Materials Science: A Large-Scale Multimodal Dataset from Scientific Literature

DGX agent

arXiv:2606.29667v1 Announce Type: cross Abstract: The materials science literature encodes decades of experimental knowledge in figures, yet this visual record remains locked away and inaccessible to

model-releasesarxiv-cs-ai
30 Jun 2026
Model Releases

BehaviorBench: Benchmarking Foundation Models for Behavioral Science Tasks

DGX agent

arXiv:2606.24162v1 Announce Type: new Abstract: Foundation models have been increasingly applied to behavioral science domains such as psychology, sociology, and economics. While these models show pro

model-releasesarxiv-cs-cl
24 Jun 2026
Research

MatMind: A Structure-Activity Knowledge-Driven Generative Foundation Model for Materials Science

DGX agent

arXiv:2606.07712v1 Announce Type: cross Abstract: Progress in AI-driven crystal materials science has so far been carried by narrow architectures purpose-built for individual tasks -- graph neural net

researcharxiv-cs-ai
9 Jun 2026
Research

Accurate, Efficient, and Explainable Deep Learning Approaches for Environmental Science Problems

DGX agent

arXiv:2605.19366v1 Announce Type: new Abstract: Environmental science plays a pivotal role in safeguarding ecosystems, a domain driven by large-scale, heterogeneous data. In the big data era, artifici

researcharxiv-cs-lg
20 May 2026
Model Releases

KISS - Knowledge Infrastructure for Scientific Simulation: A Scaffolding for Agentic Earth Science

DGX agent

arXiv:2605.17856v1 Announce Type: new Abstract: Process-based simulation models encode decades of scientific understanding across the Earth sciences, yet the communities most exposed to climate risk a

model-releasesarxiv-cs-ai
19 May 2026
Agents

Earth Science Foundation Models: From Perception to Reasoning and Discovery

DGX agent

arXiv:2605.12542v1 Announce Type: cross Abstract: Large foundation models (FMs) are transforming Earth science by integrating heterogeneous multimodal data, such as multi-platform imagery, gridded rea

agentsarxiv-cs-lg
14 May 2026
Research

When AI Meets Science: Research Diversity, Interdisciplinarity, Visibility, and Retractions across Disciplines in a Global Surge

DGX agent

arXiv:2605.06033v2 Announce Type: replace-cross Abstract: The extent to which Artificial Intelligence (AI) can trigger generalized paradigm shifts in science is unclear. Although some of these technol

researcharxiv-cs-ai
12 May 2026
Model Releases

BenCSSmark: Making the Social Sciences Count in LLM Research

DGX agent

arXiv:2605.04886v1 Announce Type: new Abstract: This position paper argues that the under-representation of social science tasks in contemporary LLM benchmarks limits advances in both LLM evaluation a

model-releasesarxiv-cs-cl
7 May 2026
Research

Measuring research data reuse in scholarly publications using generative artificial intelligence: Open Science Indicator development and preliminary results

DGX agent

arXiv:2604.28061v1 Announce Type: cross Abstract: Numerous metascience studies and other initiatives have begun to monitor the prevalence of open science practices when it is more important to underst

researcharxiv-cs-cl
1 May 2026
Agents

EvoMaster: A Foundational Evolving Agent Framework for Agentic Science at Scale

DGX agent

arXiv:2604.17406v2 Announce Type: replace Abstract: The convergence of large language models and agents is catalyzing a new era of scientific discovery: Agentic Science. While the scientific method is

agentsarxiv-cs-ai
22 Apr 2026
Model Releases

sciwrite-lint: Verification Infrastructure for the Age of Science Vibe-Writing

DGX agent

arXiv:2604.08501v1 Announce Type: cross Abstract: Science currently offers two options for quality assurance, both inadequate. Journal gatekeeping claims to verify both integrity and contribution, but

model-releasesarxiv-cs-cl
10 Apr 2026
Model Releases

Strategic Governance of AI Models in Earth Science

DGX agent

arXiv:2610.10560v1 Announce Type: cross Abstract: AI foundation models pretrained on weather and climate data are increasingly fine-tuned to Earth science tasks well beyond weather forecasting. Their

model-releasesarxiv-cs-ai
9 Oct 2026
Applications

A Multitask Large Reasoning Model for Molecular Science

DGX agent

arXiv:2603.12808v2 Announce Type: replace Abstract: Artificial intelligence in molecular science must move beyond pattern recognition toward chemically valid and interpretable reasoning. We present a

applicationsarxiv-cs-lg
17 Sept 2026
Model Releases

CLIMATEAGENT: Multi-Agent Orchestration for Complex Climate Data Science Workflows

DGX agent

arXiv:2511.20109v2 Announce Type: replace Abstract: Climate science demands automated workflows to transform comprehensive questions into data-driven statements across massive, heterogeneous datasets.

model-releasesarxiv-cs-lg
15 Sept 2026
Research

Hyperion: An AI-powered HPC cluster for sciences and humanities research that utilizes ML for predicting job turnaround time

DGX agent

arXiv:2609.11946v1 Announce Type: cross Abstract: Hyperion is an innovative high-performance computing (HPC) cluster developed for researchers in both science and humanities disciplines at the Univers

researcharxiv-cs-lg
14 Sept 2026
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