Material synthesis apparatus and method of operating the same

A material synthesis apparatus comprising:

• at least one device configured to synthesize a material;
• a user interface configured to obtain information on a target product;
• memory storing a pretrained synthesis prediction model;
• and
• a processor configured to:
• obtain pretrained synthesis prediction model from the memory;
• determine, using the pretrained synthesis prediction model, a synthesis route for synthesizing the target product;
• determine, using the pretrained synthesis prediction model, one or more synthesis conditions for preparing the target product based on the synthesis route;
• determine a first synthesis method for preparing the target product based on the one or more synthesis conditions;
• and
• automatically control one or more first operations of the at least one device to synthesize the material based on the first synthesis method,
• wherein the user interface is further configured to obtain a target synthesis result regarding the target product,
• wherein the processor is further configured to:
• obtain a first synthesis result related to the synthesized material from the at least one device based on the first synthesis method;
• determine, based on a result of a comparison between the target synthesis result and the first synthesis result, whether to determine a second synthesis method which is different from the first synthesis method;
• and
• automatically control one or more second operations of the at least one device based on the second synthesis method based on the determination to determine the second synthesis method,
• wherein the target synthesis result comprises at least one of a target synthesis yield, a target synthesis amount, or a target synthesis time of the target product.