Wei Chen

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 24

Top Topics

Gaussian Process

Top Venues

SIAM/ASA J. Uncertain. Quantification

Publications

Chanwook Park, Sourav Saha, Jiachen Guo, Xiaoyu Xie, Satyajit Mojumder, Miguel A. Bessa, Dong Qian, Wei Chen, Gregory J. Wagner, Jian Cao, Wing Kam Liu
Engineering software 2.0 by interpolating neural networks: unifying training, solving, and calibration. CoRR (2024)
Wei Wayne Chen, Rachel Sun, Doksoo Lee, Carlos M. Portela, Wei Chen
Generative Inverse Design of Metamaterials with Functional Responses by Interpretable Learning. CoRR (2024)
Liwei Wang, Yilong Chang, Shuai Wu, Ruike Renee Zhao, Wei Chen
Physics-aware differentiable design of magnetically actuated kirigami for shape morphing. CoRR (2023)
Yigitcan Comlek, Liwei Wang, Wei Chen
Mixed-Variable Global Sensitivity Analysis For Knowledge Discovery And Efficient Combinatorial Materials Design. CoRR (2023)
Akash Pandey, Elaine Liu, Jacob Graham, Wei Chen, Sinan Keten
B-factor prediction in proteins using a sequence-based deep learning model. Patterns 4 (9) (2023)
Hengrui Zhang, Jie Chen, James M. Rondinelli, Wei Chen
MolSets: Molecular Graph Deep Sets Learning for Mixture Property Modeling. CoRR (2023)
Yangfan Li, Satyajit Mojumder, Ye Lu, Abdullah Al Amin, Jiachen Guo, Xiaoyu Xie, Wei Chen, Gregory J. Wagner, Jian Cao, Wing Kam Liu
Statistical Parameterized Physics-Based Machine Learning Digital Twin Models for Laser Powder Bed Fusion Process. CoRR (2023)
Suraj Yerramilli, Akshay Iyer, Wei Chen, Daniel W. Apley
Fully Bayesian Inference for Latent Variable Gaussian Process Models. SIAM/ASA J. Uncertain. Quantification 11 (4) (2023)
Daicong Da, Wei Chen
Two-scale data-driven design for heat manipulation. CoRR (2023)
Yaxin Cui, Faez Ahmed, Zhenghui Sha, Lijun Wang, Yan Fu, Noshir Contractor, Wei Chen
A Weighted Statistical Network Modeling Approach to Product Competition Analysis. Complex. 2022 (2022)
Suraj Yerramilli, Akshay Iyer, Wei Chen, Daniel W. Apley
Fully Bayesian inference for latent variable Gaussian process models. CoRR (2022)
Liwei Wang, Suraj Yerramilli, Akshay Iyer, Daniel W. Apley, Ping Zhu, Wei Chen
Scalable Gaussian Processes for Data-Driven Design using Big Data with Categorical Factors. CoRR (2021)
Liwei Wang, Anton van Beek, Daicong Da, Yu-Chin Chan, Ping Zhu, Wei Chen
Data-Driven Multiscale Design of Cellular Composites with Multiclass Microstructures for Natural Frequency Maximization. CoRR (2021)
Yu-Chin Chan, Daicong Da, Liwei Wang, Wei Chen
Remixing Functionally Graded Structures: Data-Driven Topology Optimization with Multiclass Shape Blending. CoRR (2021)
Liwei Wang, Zhao Liu, Daicong Da, Yu-Chin Chan, Wei Chen, Ping Zhu
Enhancing Data-driven Multiscale Topology Optimization with Generalized De-homogenization. CoRR (2021)
Joydeep Munshi, Wei Chen, TeYu Chien, Ganesh Balasubramanian
Transfer Learned Designer Polymers For Organic Solar Cells. J. Chem. Inf. Model. 61 (1) (2021)
Liwei Wang, Jagannadh Boddapati, Ke Liu, Ping Zhu, Chiara Daraio, Wei Chen
Mechanical Cloak via Data-Driven Aperiodic Metamaterial Design. CoRR (2021)
Wei Chen, Liwei Wang, Haoyu Zhao, Kai Zheng
Combinatorial semi-bandit in the non-stationary environment. UAI (2021)
Ganesh Balasubramanian, Joydeep Munshi, Wei Chen, TeYu Chien
Towards Improving the Efficiency of Organic Solar Cells by Coarse-Grained Atomistic Modeling of Processing Dependent Morphologies. Comput. Sci. Eng. 23 (3) (2021)
Yu-Chin Chan, Faez Ahmed, Liwei Wang, Wei Chen
METASET: Exploring Shape and Property Spaces for Data-Driven Metamaterials Design. CoRR (2020)
Liwei Wang, Siyu Tao, Ping Zhu, Wei Chen
Data-Driven Topology Optimization with Multiclass Microstructures using Latent Variable Gaussian Process. CoRR (2020)
Liwei Wang, Yu-Chin Chan, Faez Ahmed, Zhao Liu, Ping Zhu, Wei Chen
Deep Generative Modeling for Mechanistic-based Learning and Design of Metamaterial Systems. CoRR (2020)
Yulan Tian, Tao Liang, Ping Zhu, Yating Chen, Wei Chen, Liping Du, Chunsheng Wu, Ping Wang
Label-Free Detection of E. coli O157: H7 DNA Using Light-Addressable Potentiometric Sensors with Highly Oriented ZnO Nanorod Arrays. Sensors 19 (24) (2019)
Zhenghui Sha, Yun Huang, Jiawei Sophia Fu, Mingxian Wang, Yan Fu, Noshir Contractor, Wei Chen
A Network-Based Approach to Modeling and Predicting Product Coconsideration Relations. Complex. 2018 (2018)
Ping Zhu, Feng Pan, Wei Chen, Felipe Antonio Chegury Viana
Lightweight design of vehicle parameters under crashworthiness using conservative surrogates. Comput. Ind. 64 (3) (2013)
Ping Zhu, Feng Pan, Wei Chen, Siliang Zhang
Use of support vector regression in structural optimization: Application to vehicle crashworthiness design. Math. Comput. Simul. 86 (2012)