Yaoguang Zhai

University of California, San Diego

Research Expertise

Machine Learning

Black-box Optimization

Mechanical Engineering

Publications

Active Learning of Many-Body Configuration Space: Application to the Cs+–water MB-nrg Potential Energy Function as a Case Study

Aeroelastic Stability Assessment of an Industrial Compressor Blade Including Mistuning Effects

Journal of Turbomachinery

A “short blanket” dilemma for a state-of-the-art neural network potential for water: Reproducing experimental properties or the physics of the underlying many-body interactions?

Aeroelastic Stability Assessment of an Industrial Compressor Blade Including Mistuning Effects

Volume 6: Structures and Dynamics, Parts A and B

A “short blanket” dilemma for a state-of-the-art neural network potential for water: Reproducing properties or learning the underlying physics?

Figure 2: CPU/GPU workflow of GPU-based parallel implementation of permutation testing.

A “short blanket” dilemma for a state-of-the-art neural network potential for water: Reproducing properties or learning the physics of many-body interactions?

GPU Acceleration of Monte Carlo Tree Search Algorithm for Amazon chess and Its Evaluation Function

2022 International Conference on Artificial Intelligence, Information Processing and Cloud Computing (AIIPCC)

MB-Fit: Software Infrastructure for Data-Driven Many-Body Potential Energy Functions

Developing accurate many-body potentials using machine learning for simulations of N₂O₅ and HOCl in water

Join Yaoguang on NotedSource!

Join Now

At NotedSource, we believe that professors, post-docs, scientists and other researchers have deep, untapped knowledge and expertise that can be leveraged to drive innovation within companies. NotedSource is committed to bridging the gap between academia and industry by providing a platform for collaboration with industry and networking with other researchers.

For industry, NotedSource identifies the right academic experts in 24 hours to help organizations build and grow. With a platform of thousands of knowledgeable PhDs, scientists, and industry experts, NotedSource makes connecting and collaborating easy.

For academic researchers such as professors, post-docs, and Ph.D.s, NotedSource provides tools to discover and connect to your colleagues with messaging and news feeds, in addition to the opportunity to be paid for your collaboration with vetted partners.

Expert Institutions

Proudly trusted by

Connect with researchers and scientists like Yaoguang Zhai on NotedSource to help your company with innovation, research, R&D, L&D, and more.