Our integrated technology platform utilizes AI to process data and generate predictions at scale. Built upon cloud computing resources, we have constructed a set of over 40 AI drug research models to conduct comprehensive evaluation of critical drug-like properties of compounds. We also imbed AI modules within the computational chemistry algorithms to improve their calculation efficiency while maintaining the accuracy. For particular targets and compounds, we are able to build customized AI models as necessary to improve the performance of our in silico predictions.
We have developed an AI modeling platform, which equips us with data feature exaction and data mining capabilities. Our AI modeling platform allows us to use various AI prediction models and manage projects through graphical interface.
Our AI modeling platform allows us to utilize a collection of AI models for drug R&D, such as new binding pocket discovery, new drug scaffold design, activity and ADMET predictions, among others, and provides access libraries containing tens of billions of molecules to facilitate development of new models. The platform also provides visualization of calculation results and supports deployment of cloud computing resources to perform data analysis, feature engineering, and AI model construction within days.
Our AI modeling platform provides complete and customizable computing process support based on the particular needs, where we are able to build customized R&D workflows from model construction to result analysis.
Our AI modeling platform integrates project collaboration tools, which allow team members to review, share and discuss data to improve R&D efficiency and reduce costs of project management.
Our AI research center, XARC, is located in Beijing and consists of cross-disciplinary researchers with diverse expertise in, among others, computer science, chemistry and mathematics, possesses robust expertise in AI, such as deep learning, data mining and multidisciplinary integration to define and address key issues in both the R&D process and the computational algorithms.