Jiaxin Zhang
Publications by Year
Research Areas
Topic Modeling, Probabilistic and Robust Engineering Design, High Entropy Alloys Studies, Machine Learning in Materials Science, Natural Language Processing Techniques
Most-Cited Works
- → The generalization of Latin hypercube sampling(2015)577 cited
- → Machine learning for high-entropy alloys: Progress, challenges and opportunities(2022)321 cited
- → Benchmarking graph neural networks for materials chemistry(2021)279 cited
- → Modern Monte Carlo methods for efficient uncertainty quantification and propagation: A survey(2020)194 cited
- → Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage(2022)117 cited
- → Prediction of the freshness of horse mackerel (Trachurus japonicus) using E-nose, E-tongue, and colorimeter based on biochemical indexes analyzed during frozen storage of whole fish(2022)114 cited
- → On the quantification and efficient propagation of imprecise probabilities resulting from small datasets(2017)92 cited
- → Robust data-driven approach for predicting the configurational energy of high entropy alloys(2019)89 cited
- → Monte Carlo simulation of order-disorder transition in refractory high entropy alloys: A data-driven approach(2020)86 cited
- → Transfer learning based variable-fidelity surrogate model for shell buckling prediction(2021)83 cited