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[ { "role": "system", "content": "You are a materials scientist tasked with proposing a novel inorganic crystal structure that is thermodynamically stable and distinct from known Materials Project entries. You work iteratively, using tools to propose candidates, evaluate them, and refine before submitting you...
[ { "name": "retrieve_materials", "description": "Retrieve known Materials Project entries for planning.\n\nCheap and unbounded — does not consume the evaluation budget.", "parameters": { "properties": { "query": { "description": "Reduced formula ``\"LiFePO4\"`` OR element list ``\...
{ "example_id": 0, "info": { "elements": [ "Bi", "Pd" ], "formula": "BiPd", "target_type": "element_set", "split_source": "mp20_train", "max_atoms": 20 }, "metrics": { "submission_reward": 1, "validity_reward": 1, "novelty_reward": 1, "stability_reward": 0.306...
[ { "role": "system", "content": "You are a materials scientist tasked with proposing a novel inorganic crystal structure that is thermodynamically stable and distinct from known Materials Project entries. You work iteratively, using tools to propose candidates, evaluate them, and refine before submitting you...
[ { "name": "retrieve_materials", "description": "Retrieve known Materials Project entries for planning.\n\nCheap and unbounded — does not consume the evaluation budget.", "parameters": { "properties": { "query": { "description": "Reduced formula ``\"LiFePO4\"`` OR element list ``\...
{ "example_id": 1, "info": { "elements": null, "formula": null, "target_type": "unconditional", "split_source": "mp20_train", "max_atoms": 20 }, "metrics": { "submission_reward": 1, "validity_reward": 1, "novelty_reward": 1, "stability_reward": 0.2411371546405986, "mace_c...
[ { "role": "system", "content": "You are a materials scientist tasked with proposing a novel inorganic crystal structure that is thermodynamically stable and distinct from known Materials Project entries. You work iteratively, using tools to propose candidates, evaluate them, and refine before submitting you...
[ { "name": "retrieve_materials", "description": "Retrieve known Materials Project entries for planning.\n\nCheap and unbounded — does not consume the evaluation budget.", "parameters": { "properties": { "query": { "description": "Reduced formula ``\"LiFePO4\"`` OR element list ``\...
{ "example_id": 2, "info": { "elements": [ "F", "Li", "Pt" ], "formula": "Li2PtF6", "target_type": "element_set", "split_source": "mp20_train", "max_atoms": 20 }, "metrics": { "submission_reward": 1, "validity_reward": 1, "novelty_reward": 1, "stability_...
[ { "role": "system", "content": "You are a materials scientist tasked with proposing a novel inorganic crystal structure that is thermodynamically stable and distinct from known Materials Project entries. You work iteratively, using tools to propose candidates, evaluate them, and refine before submitting you...
[ { "name": "retrieve_materials", "description": "Retrieve known Materials Project entries for planning.\n\nCheap and unbounded — does not consume the evaluation budget.", "parameters": { "properties": { "query": { "description": "Reduced formula ``\"LiFePO4\"`` OR element list ``\...
{ "example_id": 3, "info": { "elements": [ "Ni", "Zn" ], "formula": "Zn3Ni", "target_type": "element_set", "split_source": "mp20_train", "max_atoms": 20 }, "metrics": { "submission_reward": 1, "validity_reward": 1, "novelty_reward": 1, "stability_reward": 0.54...
[ { "role": "system", "content": "You are a materials scientist tasked with proposing a novel inorganic crystal structure that is thermodynamically stable and distinct from known Materials Project entries. You work iteratively, using tools to propose candidates, evaluate them, and refine before submitting you...
[ { "name": "retrieve_materials", "description": "Retrieve known Materials Project entries for planning.\n\nCheap and unbounded — does not consume the evaluation budget.", "parameters": { "properties": { "query": { "description": "Reduced formula ``\"LiFePO4\"`` OR element list ``\...
{ "example_id": 4, "info": { "elements": [ "Al", "Ni", "Tb" ], "formula": "Tb2AlNi2", "target_type": "formula", "split_source": "mp20_train", "max_atoms": 20 }, "metrics": { "submission_reward": 1, "validity_reward": 1, "novelty_reward": 1, "stability_re...
[ { "role": "system", "content": "You are a materials scientist tasked with proposing a novel inorganic crystal structure that is thermodynamically stable and distinct from known Materials Project entries. You work iteratively, using tools to propose candidates, evaluate them, and refine before submitting you...
[ { "name": "retrieve_materials", "description": "Retrieve known Materials Project entries for planning.\n\nCheap and unbounded — does not consume the evaluation budget.", "parameters": { "properties": { "query": { "description": "Reduced formula ``\"LiFePO4\"`` OR element list ``\...
{ "example_id": 5, "info": { "elements": [ "Hg", "Li" ], "formula": "Li3Hg", "target_type": "formula", "split_source": "mp20_train", "max_atoms": 20 }, "metrics": { "submission_reward": 1, "validity_reward": 1, "novelty_reward": 1, "stability_reward": 0.619771...
[ { "role": "system", "content": "You are a materials scientist tasked with proposing a novel inorganic crystal structure that is thermodynamically stable and distinct from known Materials Project entries. You work iteratively, using tools to propose candidates, evaluate them, and refine before submitting you...
[ { "name": "retrieve_materials", "description": "Retrieve known Materials Project entries for planning.\n\nCheap and unbounded — does not consume the evaluation budget.", "parameters": { "properties": { "query": { "description": "Reduced formula ``\"LiFePO4\"`` OR element list ``\...
{ "example_id": 6, "info": { "elements": [ "Al", "Eu", "P" ], "formula": "Eu3(AlP2)2", "target_type": "formula", "split_source": "mp20_train", "max_atoms": 20 }, "metrics": { "submission_reward": 1, "validity_reward": 1, "novelty_reward": 1, "stability_r...
[ { "role": "system", "content": "You are a materials scientist tasked with proposing a novel inorganic crystal structure that is thermodynamically stable and distinct from known Materials Project entries. You work iteratively, using tools to propose candidates, evaluate them, and refine before submitting you...
[ { "name": "retrieve_materials", "description": "Retrieve known Materials Project entries for planning.\n\nCheap and unbounded — does not consume the evaluation budget.", "parameters": { "properties": { "query": { "description": "Reduced formula ``\"LiFePO4\"`` OR element list ``\...
{ "example_id": 8, "info": { "elements": [ "Ce", "Mg", "Ni" ], "formula": "CeMgNi4", "target_type": "element_set", "split_source": "mp20_train", "max_atoms": 20 }, "metrics": { "submission_reward": 1, "validity_reward": 1, "novelty_reward": 1, "stability...
[ { "role": "system", "content": "You are a materials scientist tasked with proposing a novel inorganic crystal structure that is thermodynamically stable and distinct from known Materials Project entries. You work iteratively, using tools to propose candidates, evaluate them, and refine before submitting you...
[ { "name": "retrieve_materials", "description": "Retrieve known Materials Project entries for planning.\n\nCheap and unbounded — does not consume the evaluation budget.", "parameters": { "properties": { "query": { "description": "Reduced formula ``\"LiFePO4\"`` OR element list ``\...
{ "example_id": 9, "info": { "elements": [ "Ba", "I", "Sr" ], "formula": "BaSr3I8", "target_type": "element_set", "split_source": "mp20_train", "max_atoms": 20 }, "metrics": { "submission_reward": 1, "validity_reward": 1, "novelty_reward": 1, "stability_...
[ { "role": "system", "content": "You are a materials scientist tasked with proposing a novel inorganic crystal structure that is thermodynamically stable and distinct from known Materials Project entries. You work iteratively, using tools to propose candidates, evaluate them, and refine before submitting you...
[ { "name": "retrieve_materials", "description": "Retrieve known Materials Project entries for planning.\n\nCheap and unbounded — does not consume the evaluation budget.", "parameters": { "properties": { "query": { "description": "Reduced formula ``\"LiFePO4\"`` OR element list ``\...
{ "example_id": 10, "info": { "elements": [ "Mn", "Ni", "Sn" ], "formula": "Mn5Ni8Sn3", "target_type": "formula", "split_source": "mp20_train", "max_atoms": 20 }, "metrics": { "submission_reward": 1, "validity_reward": 1, "novelty_reward": 1, "stability_...
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