Daniel W Apley

Professor, Northwestern University

Joined

July 2019

Names

Daniel W Apley (Preferred)

,

Daniel Apley

Emails

****@northwestern.edu (Confirmed)

Personal Links

Career & Education History

Professor

Northwestern University (u.northwestern.edu)

2003 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Scalable Adaptive Batch Sampling in Simulation-Based Design With Heteroscedastic Noise
Anton van Beek, Umar Farooq Ghumman, Joydeep Munshi, Siyu Tao, TeYu Chien, Ganesh Balasubramanian, Matthew Plumlee, Daniel W Apley, Wei Chen
- OpenReview Archive Direct Upload
- Readers: Everyone
Uncertainty-aware mixed-variable machine learning for materials design
Hengrui Zhang, Wei Wayne Chen, Akshay Iyer, Daniel W Apley, Wei Chen
- Scientific Reports
- Readers: Everyone
Nonstationarity Analysis of Materials Microstructures via Fisher Score Vectors
Kungang Zhang, Daniel W Apley, Wei Chen
- Acta Materialia
- Readers: Everyone
Concept drift monitoring and diagnostics of supervised learning models via score vector
Kungang Zhang, Anh T Bui, Daniel W Apley
- Technometrics
- Readers: Everyone
Automated Diffraction Pattern Analysis for Identifying Crystal Systems Using Multiview Opinion Fusion Machine Learning
Jie Chen, Hengrui Zhang, Carolin B Wahl, Wei Liu, Chad Mirkin, Vinayak Dravid, Daniel W Apley, Wei Chen
- AI4Mat-2023 Poster
- Readers: Everyone
Convolution Hierarchical Deep-Learning Neural Network Tensor Decomposition (C-HiDeNN-TD) for high-resolution topology optimization
Hengyang Li, Stefan Knapik, Yangfan Li, Chanwook Park, Jiachen Guo, Satyajit Mojumder, Ye Lu, Wei Chen, Daniel W Apley, Wing Liu
- 12 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone

Co-Authors

View all 26 co-authors