Artificial Chemist Platform Advances R&D | AIChE

91成人短视频

Artificial Chemist Platform Advances R&D

August
2020

91成人短视频 engineers at North Carolina State Univ. (NCSU) have developed an artificial intelligence (AI) system that can automatically run and improve chemical reactions. The platform, called Artificial Chemist, could help accelerate the research and development (R&D) and manufacturing of various materials.

鈥淭he goal here is to reimagine how materials are made,鈥 says Milad Abolhasani, an assistant professor of chemical engineering at NCSU. 鈥淭ypically, when you want to optimize specific properties to create a new material, you can randomly go through conditions and do experiments, but when the possible combination of experiments is too large, it can be useful to use AI. We demonstrated that Artificial Chemist outperforms conventional black box technology and acts much like a chemist who learns over time.鈥

The novel technology runs in two different modes 鈥 with or without prior knowledge. With no prior knowledge, it will run numerous experiments with different conditions to determine the right material.

Experiments are conducted in a robotic microreactor in conjunction with an AI 鈥渂rain.鈥 It learns extremely fast, using data it collects to inform subsequent experiments and produce the target material. Like a human chemist, it will run experiments to understand the reaction model for a specific material, and after 10鈥15 experiments, it has enough data to design the target material.

With prior knowledge, the Artificial Chemist can produce the material much quicker, with just 2鈥3 experiments or within 10鈥15 minutes, much like a scientist that already has experience with making a certain product.

鈥淔or every decision we...

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