Ruoqian Liu

发表

Deep Learning for Chemical Compound Stability Prediction

Wei-keng Liao, Ankit Agrawal, Alok Choudhary, 2016 .

DataSampling Schemes forMicrostructureDesignwithVibrational Tuning Constraints

A. Choudhary, W. Liao, Ankit Agrawal, 2018 .

A Machine Learning-Based Design Representation Method for Designing Heterogeneous Microstructures

Hongyi Xu, Wei Chen, Alok Choudhary, 2015 .

A Machine Learning-Based Design Representation Method for Designing Heterogeneous Microstructures

Wei Chen, A. Choudhary, Hongyi Xu, 2014, DAC 2014.

Context Aware Machine Learning Approaches for Modeling Elastic Localization in Three-Dimensional Composite Microstructures

Ankit Agrawal, Alok Choudhary, Surya R. Kalidindi, 2017, Integrating Materials and Manufacturing Innovation.

Machine learning approaches for elastic localization linkages in high-contrast composite materials

Ankit Agrawal, Alok Choudhary, Surya R. Kalidindi, 2015, Integrating Materials and Manufacturing Innovation.

A predictive machine learning approach for microstructure optimization and materials design

Alok Choudhary, Ankit Agrawal, Zhengzhang Chen, 2015, Scientific Reports.

Including crystal structure attributes in machine learning models of formation energies via Voronoi tessellations

Alok Choudhary, Vinay Hegde, Ankit Agrawal, 2017 .

A Machine Learning-Based Design Representation Method for Designing Heterogeneous Microstructures

Wei Chen, Hongyi Xu, Ruoqian Liu, 2014, DAC 2014.

A hybrid system ensemble based time series signal classification on driver alertness detection

Shen Xu, Yi Lu Murphey, Dai Li, 2011, The 2011 International Joint Conference on Neural Networks.

Microbes in fingerprints: A source for dating crime evidence?

Ruoqian Liu, J. De Alcaraz‐Fossoul, Jennifer Broatch, 2023, Forensic science international. Genetics.

Pruned search: A machine learning based meta-heuristic approach for constrained continuous optimization

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2015, 2015 Eighth International Conference on Contemporary Computing (IC3).

Data Sampling Schemes for Microstructure Design with Vibrational Tuning Constraints

Wei-keng Liao, Ankit Agrawal, Alok Choudhary, 2018 .

Materials discovery: Understanding polycrystals from large-scale electron patterns

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2016, 2016 IEEE International Conference on Big Data (Big Data).

PinterNet: A thematic label curation tool for large image datasets

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2016, 2016 IEEE International Conference on Big Data (Big Data).

Enhancing Financial Decision-Making Using Social Behavior Modeling

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2014, SNAKDD'14.

Time-series temporal classification using Feature Ensemble learning

Yi Lu Murphey, Ruoqian Liu, Ruoqian Liu, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Real time vehicle speed predition using gas-kinetic traffic modeling

Shen Xu, Yi Lu Murphey, Ming Kuang, 2011, 2011 IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems (CIVTS) Proceedings.