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| Paper | Published | Area | Tags | Intel | Citations |
|---|---|---|---|---|---|
Search and browse arXiv CS/AI/ML papers, enriched with AI-generated insights.
Generate novel research ideas grounded in real arXiv papers with Brainstorm.
| Paper | Published | Area | Tags | Intel | Citations |
|---|---|---|---|---|---|
Search and browse arXiv CS/AI/ML papers, enriched with AI-generated insights.
Generate novel research ideas grounded in real arXiv papers with Brainstorm.
| Paper | Published | Area | Tags | Intel | Citations |
|---|---|---|---|---|---|
Showing 1-30 of 57 papers (page 1 of 2)路 84 ms
| Paper | Published | Area | Tags | Intel | Citations |
|---|---|---|---|---|---|
| A self-learning scientific agent for X-ray diffraction Bin Cao, Hanyu Gao, Huichi Zhou, Jingsong Li Published: 2026-10-06Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-10-06 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | - | - |
| CrystalJev: thinking fast and slow with atomistic foundation models for materials discovery Huibin Xu, Lei Zheng, Peng Kang, Yu Liu Published: 2026-10-04Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-10-04 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E9 / R8 (91%) | - |
| Agentic Resource Allocation for Batch Multi-Objective Bayesian Optimization in Autonomous Materials Discovery Brent Vela, Douglas Allaire, Juan Florez Coronel, Raymundo Arr贸yave Published: 2026-10-02Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-10-02 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E8 / R7 (92%) | - |
| Measuring trainable degrees of freedom in materials graph neural networks: a random-subspace intrinsic dimension analysis Kangming Li, Shehroz Ahmad Shoaib Published: 2026-09-28Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-09-28 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E12 / R8 (92%) | - |
| Topology-Stratified Materials Discovery with A Flow-Based Generative Model Chongze Hu, Jingyi Zhou, Noah Oyeniran, Oyshee Chowdhury Published: 2026-09-22Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-09-22 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E13 / R10 (92%) | - |
| Hypothesis-Driven Autonomous Materials Synthesis with Multimodal LLM Agents Akira Aiba, Izumi Takahara, Kazunori Nishio, Shigeru Kobayashi Published: 2026-09-16Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-09-16 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E8 / R6 (90%) | - |
| AI for Science with GPT-6 Astra: Thermal Design and Electrothermal Analysis of 2D CFET Khushi Sharma, Min-Hui Kim, Sarah Zhang, Ye Wang Published: 2026-09-15Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-09-15 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | - | - |
| Neural-Network Solutions to Real-Space Charge Density and Generalization Taoyuze Lv, Yuxuan Zeng, Zhicheng Zhong Published: 2026-09-14Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-09-14 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | - | - |
| Symmetry- and Property-Aware Crystal Generation with Reinforcement Learning for Inverse Materials Design Arun Bansil, Qimin Yan, Ting-Wei Hsu Published: 2026-09-11Area: cond-mat.mtrl-sciCitations: 25 Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-09-11 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E10 / R8 (91%) | 25 |
| uFlowCSP: Crystal Structure Prediction using Mean flow generative models Dipannoy Das Gupta, Jianjun Hu, Lai Wei, Sadman Sadeed Omee Published: 2026-09-09Area: cond-mat.mtrl-sciCitations: 15 Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-09-09 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E8 / R6 (93%) | 15 |
| Human-agent discovery of reconfigurable in-plane ferroelectric superdomain control Boris Slautin, Ching-Che Lin, Jaegyu Kim, Lane W. Martin Published: 2026-09-07Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-09-07 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E8 / R7 (92%) | - |
| Agentic programs: an emerging form of scientific software in computational materials science Haekwan Jeon, Jaesun Kim, Jisu Kim, Seungwu Han Published: 2026-09-01Area: cond-mat.mtrl-sciCitations: 25 Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-09-01 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E10 / R8 (91%) | 25 |
| Autonomous discovery of new structure-plausibility laws for explainable and rapid crystal diagnosis and screening Lixue Cheng, Zhilong Song Published: 2026-09-01Area: cond-mat.mtrl-sciCitations: 15 Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-09-01 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E10 / R8 (91%) | 15 |
| Text-guided flow matching enables sample-efficient crystal structure generation Wentao Li Published: 2026-09-01Area: cond-mat.mtrl-sciCitations: 53 Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-09-01 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E10 / R9 (93%) | 53 |
| AutoXRD: Autonomous LLM Agents and Comprehensive Evaluation for Powder Diffraction Analysis Maojun Sun, Yuetong Wu Published: 2026-08-30Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint, safety-evaluation | 2026-08-30 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint, safety-evaluation | E11 / R8 (91%) | - |
| Evaluating LLM-based AI agents integrated with materials synthesis tools: the case of atomic layer deposition Angel Yanguas-Gil Published: 2026-08-29Area: cond-mat.mtrl-sciCitations: 45 Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-08-29 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E8 / R5 (92%) | 45 |
| A Hierarchical Synergistic Deep Learning Framework Integrating Composition, Structure, and Ionic Transport for Solid-State Electrolyte Discovery Baole Wei, Dingyang Lv, Feng Yu, Hong Wang Published: 2026-08-26Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-08-26 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E11 / R7 (94%) | - |
| Diagnosing and narrowing the simulation-to-real gap in powder X-ray diffraction with a wet-dry agentic loop Ben Fei, Shaoguang Wang, Wanli Ouyang, Weiyu Guo Published: 2026-08-23Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-08-23 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E10 / R7 (93%) | - |
| An LLM agent for end-to-end computational materials discovery Chen Yuntong, Huang Ju, Huang Lijiang, Ju Chentian Published: 2026-08-20Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-08-20 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E11 / R9 (93%) | - |
| ALKEMIE Agent: an autonomous platform for computational materials design Ao Xu, Bo Liu, Changrui Wang, Fengkai Liu Published: 2026-08-16Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-08-16 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E28 / R27 (91%) | - |
| Universal Thermodynamic Interatomic Potentials for Crystalline Materials Benjamin Kurt Miller, Bowen Deng, Juno Nam, Luis Barroso-Luque Published: 2026-08-14Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-08-14 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | - | - |
| Chemically Meaningful Textualization Enables Explainable Validation of Metal-Organic Frameworks by Large Language Models Guobin Zhao, Xiao-Yan Li Published: 2026-08-11Area: cond-mat.mtrl-sciCitations: 38 Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-08-11 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E11 / R10 (90%) | 38 |
| Deep Learning for Accelerated Long-Horizon Forecasting of Multicomponent Multiphase Microstructure Evolution in High-Entropy Alloys Hamidreza Razavi, Nele Moelans Published: 2026-07-30Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-07-30 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E9 / R8 (95%) | - |
| PUDA: An AI-Native Hardware Harness for Self-Driving Laboratories Hongzhao Tan, Jiaen Yee, Kedar Hippalgaonkar, Zekun Ren Published: 2026-07-29Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-07-29 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E8 / R6 (92%) | - |
| Harnessing X-ray Absorption Spectroscopy Data through Multimodal Mining of Battery Literature Aikaterini Vriza, Anubhav Jain, Gerbrand Ceder, Ian T. Foster Published: 2026-07-26Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-07-26 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | - | - |
| Harnessing X-ray Absorption Spectroscopy Data through Multimodal Mining of Battery Literature Aikaterini Vriza, Anubhav Jain, Gerbrand Ceder, Ian T. Foster Published: 2026-07-26Area: cond-mat.mtrl-sciCitations: 33 Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-07-26 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E32 / R18 (89%) | 33 |
| Generative and multimodal AI for materials prediction and design: Progress, challenges, and perspectives Alexandra J. Ramadan, Benjamin E. Jolly, Charles Anjah, Delvin Ce Zhang Published: 2026-07-22Area: cond-mat.mtrl-sciCitations: 64 Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-07-22 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E12 / R10 (92%) | 64 |
| Chemical filters for ultra-high-throughput materials screening and generation Anthony Onwuli, Aron Walsh, Hyunsoo Park, Kinga O. Mastej Published: 2026-07-20Area: cond-mat.mtrl-sciCitations: 27 Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-07-20 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E11 / R11 (91%) | 27 |
| The evolution of AI from image interpretation toward scientific inference in nanoparticle electron microscopy Evropi Toulkeridou, Jiafei Li, Leonardo Lari, Panagiotis Grammatikopoulos Published: 2026-07-11Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-07-11 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E10 / R7 (89%) | - |
| Bayesian Optimization of Genetic Algorithm Hyperparameters in a Multi-Fidelity Framework for Efficient Lattice Material Design Christina Schenk, Maciej Haranczyk, Sergei Zorkaltsev Published: 2026-07-08Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-07-08 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E10 / R9 (89%) | - |