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
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 · 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
AI-driven inverse design of materials: Past, present and future
Xiao-Qi Han, Xin-De Wang, Meng-Yuan Xu, Zhen Feng +4
2025-02-21
Materials Science · Physics
Comparing Forward and Inverse Design Paradigms: A Case Study on Refractory High-Entropy Alloys
Arindam Debnath, Lavanya Raman, Wenjie Li, Adam M. Krajewski +6
2023-07-26
Machine Learning · Statistics
Hybrid Generative-Discriminative Models for Inverse Materials Design
Phuoc Nguyen, Truyen Tran, Sunil Gupta, Santu Rana +1
2018-11-16
Computer Vision and Pattern Recognition · Computer Science
Inverse Path Tracing for Joint Material and Lighting Estimation
Dejan Azinović, Tzu-Mao Li, Anton Kaplanyan, Matthias Nießner
2019-03-19
Machine Learning · Computer Science
A Survey on Diffusion Models for Inverse Problems
Giannis Daras, Hyungjin Chung, Chieh-Hsin Lai, Yuki Mitsufuji +4
2024-10-02
Materials Science · Physics
Multiscale modeling of materials: Computing, data science,uncertainty and goal-oriented optimization
Nikola Kovachki, Burigede Liu, Xingsheng Sun, Hao Zhou +3
2021-04-14
Computational Engineering, Finance, and Science · Computer Science
AI-driven Inverse Design System for Organic Molecules
Seiji Takeda, Toshiyuki Hama, Hsiang-Han Hsu, Toshiyuki Yamane +6
2020-01-27