Materials Science · Physics
The Joint Automated Repository for Various Integrated Simulations (JARVIS) for data-driven materials design
Kamal Choudhary, Kevin F. Garrity, Andrew C. E. Reid, Brian DeCost +24
2021-07-13
Materials Science · Physics
Recent progress in the JARVIS infrastructure for next-generation data-driven materials design
Daniel Wines, Ramya Gurunathan, Kevin F. Garrity, Brian DeCost +3
2023-10-26
Materials Science · Physics
JARVIS-Leaderboard: A Large Scale Benchmark of Materials Design Methods
Kamal Choudhary, Daniel Wines, Kangming Li, Kevin F. Garrity +34
2024-05-28
Materials Science · Physics
JAMIP: an artificial-intelligence aided data-driven infrastructure for computational materials informatics
Xin-Gang Zhao, Kun zhou, Bangyu Xing, Ruoting Zhao +12
2021-03-16
Signal Processing · Electrical Eng. & Systems
MuViS: Multimodal Virtual Sensing Benchmark
Jens U. Brandt, Noah C. Puetz, Jobel Jose George, Niharika Vinay Kumar +4
2026-05-13
Materials Science · Physics
Integrated Experiment and Simulation Co-Design: A Key Infrastructure for Predictive Mesoscale Materials Modeling
Shailendra P. Joshi, Ashley Bucsek, Darren C. Pagan, Samantha Daly +9
2026-01-13
Information Retrieval · Computer Science
JARVIS: An Evidence-Grounded Retrieval System for Interpretable Deceptive Reviews Adjudication
Nan Lu, Leyang Li, Yurong Hu, Rui Lin +1
2026-05-08
Machine Learning · Computer Science
A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design
Zijiang Yang, Dipendra Jha, Arindam Paul, Wei-keng Liao +2
2021-01-27
Materials Science · Physics
MaterialsGalaxy: A Platform Fusing Experimental and Theoretical Data in Condensed Matter Physics
Tiannian Zhu, Zhong Fang, Quansheng Wu, Hongming Weng
2025-11-03
Human-Computer Interaction · Computer Science
MARV: Multiview Augmented Reality Visualisation for Exploring Rich Material Data
Alexander Gall, Anja Heim, Eduard Gröller, Christoph Heinzl
2025-05-13
Materials Science · Physics
Generative design of inorganic materials
Jose Recatala-Gomez, Haiwen Dai, Zhu Ruiming, Nikita Kazeev +8
2026-04-30
Materials Science · Physics
A Comprehensive Computational Framework for Materials Design, Ab Initio Modeling, and Molecular Docking
Md Rakibul Karim Akanda, Michael P. Richard
2026-01-08
Machine Learning · Computer Science
evoxels: A differentiable physics framework for voxel-based microstructure simulations
Simon Daubner, Alexander E. Cohen, Benjamin Dörich, Samuel J. Cooper
2026-03-25
Soft Condensed Matter · Physics
Inverse methods for design of soft materials
Zachary M. Sherman, Michael P. Howard, Beth A. Lindquist, Ryan B. Jadrich +1
2020-04-13
Human-Computer Interaction · Computer Science
Multi-physics integration platform MuPIF: Application for composite material design
B. Patzák, V. Šmilauer, M. Horák, S. Šulc +1
2022-01-13
Software Engineering · Computer Science
A Community Contribution Framework for Sharing Materials Data with Materials Project
Patrick Huck, Anubhav Jain, Dan Gunter, Donald Winston +1
2015-11-04
Chemical Physics · Physics
Accelerating inverse materials design using generative diffusion models with reinforcement learning
Junwu Chen, Jeff Guo, Edvin Fako, Philippe Schwaller
2025-11-06
Artificial Intelligence · Computer Science
RAG: A Random-Forest-Based Generative Design Framework for Uncertainty-Aware Design of Metamaterials with Complex Functional Response Requirements
Bolin Chen, Dex Doksoo Lee, Wei "Wayne'' Chen, Wei Chen
2026-01-21
Materials Science · Physics
AI-driven materials design: a mini-review
Mouyang Cheng, Chu-Liang Fu, Ryotaro Okabe, Abhijatmedhi Chotrattanapituk +3
2025-02-06
Machine Learning · Statistics
Hybrid Generative-Discriminative Models for Inverse Materials Design
Phuoc Nguyen, Truyen Tran, Sunil Gupta, Santu Rana +1
2018-11-16