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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 41 papers (page 1 of 2)路 179 ms
| Paper | Published | Area | Tags | Intel | Citations |
|---|---|---|---|---|---|
| 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: 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 |
| 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 | - | - |
| 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%) | - |
| From Materials Database to Materials Bank: Assetizing Data for AI Driven Materials Innovation Chenyao Ma, Di Zhang, Hao Li, Huan Gu Published: 2026-06-30Area: cond-mat.mtrl-sciCitations: 15 Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-06-30 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E9 / R9 (90%) | 15 |
| From Materials Database to Materials Bank: Assetizing Data for AI Driven Materials Innovation Chenyao Ma, Di Zhang, Hao Li, Huan Gu Published: 2026-06-30Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-06-30 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E6 / R5 (92%) | - |
| Optimizing Expert-Designed Crystal Graph Networks for Band-Gap Prediction with an Autonomous LLM Research Loop Boris I. Yakobson, Chenmu Zhang Published: 2026-06-29Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-06-29 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E7 / R4 (96%) | - |
| AdsMind: A Physics-Grounded Multi-Agent System for Self-Correcting Discovery of Adsorption Configurations on Heterogeneous Catalyst Surfaces Bowen Zhang, Edvin Fako, Junwu Chen, Lixue Cheng Published: 2026-06-17Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-06-17 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E13 / R6 (99%) | - |
| InvDesMobility: a reliability-gated first-principles feedback framework for closed-loop materials discovery Peng-Jie Guo, Wei Ji, Wen-Kao Li, Ze-Feng Gao Published: 2026-06-15Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-06-15 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E8 / R4 (95%) | - |
| Physics-Informed Attention Mechanism and Generalization Capability of Deep Learning-Based Grain Growth Evolution Prediction Marc Bernacki, Pungponhavoan Tep Published: 2026-06-15Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-06-15 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E7 / R4 (93%) | - |
| Expanding the extreme-k dielectric materials space through physics-validated generative reasoning Hossain Hridoy, Md Shafayat Hossain, Tahiya Chowdhury Published: 2026-04-22Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-04-22 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E6 / R4 (96%) | - |
| Generative Discovery of Magnetic Insulators under Competing Physical Constraints Md Shafayat Hossain, Qiulin Zeng, Tahiya Chowdhury Published: 2026-04-22Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-04-22 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E6 / R5 (97%) | - |
| LLM-guided phase diagram construction through high-throughput experimentation Guillaume Deffrennes, Haruhiko Morito, Kei Terayama, Koji Tsuda Published: 2026-04-22Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-04-22 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E9 / R5 (98%) | - |
| Multimodal Transformer for Sample-Aware Prediction of Metal-Organic Framework Properties Jaewoong Lee, Jihan Kim, Seunghee Han Published: 2026-04-21Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-04-21 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E11 / R6 (98%) | - |
| Predicting Scale-Up of Metal-Organic Framework Syntheses with Large Language Models Bin Feng, Harrison Kayal, Hongrui Sheng, Kyle Smith Published: 2026-04-21Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-04-21 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E5 / R3 (97%) | - |
| ChemGraph-XANES: An Agentic Framework for XANES Simulation and Analysis Cong Liu, Jiayi Xu, Luke N. Pretzie, Murat Keceli Published: 2026-04-17Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-04-17 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E10 / R8 (98%) | - |
| Exascale Multi-Task Graph Foundation Models for Imbalanced, Multi-Fidelity Atomistic Data Ashwin M. Aji, Benajmin Stump, Isaac Lyngaas, Jong Youl Choi Published: 2026-04-15Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-04-15 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E10 / R5 (96%) | - |
| Finetuning-Free Diffusion Model with Adaptive Constraint Guidance for Inorganic Crystal Structure Generation Auguste de Lambilly, David Portehault, Florence d'Alch茅-Buc, Guillaume Lambard Published: 2026-04-14Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-04-14 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E5 / R3 (94%) | - |
| PATHFINDER: Multi-objective discovery in structural and spectral spaces Boris N. Slautin, Hiroshi Funakubo, Kamyar Barakati, Sergei V. Kalinin Published: 2026-04-05Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-04-05 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E5 / R3 (95%) | - |
| AI-ready design of realistic 2D materials and interfaces with Mat3ra-2D Kamal Choudhary, Timur Bazhirov, Vsevolod Biryukov Published: 2026-03-29Area: cond-mat.mtrl-sciCitations: - Tags: ai-safety, cond-matmtrl-sci, preprint | 2026-03-29 | cond-mat.mtrl-sci | ai-safety, cond-matmtrl-sci, preprint | E5 / R4 (94%) | - |