Revolutionizing Chemistry and Material Innovation: An Iterative Theoretical-Experimental Paradigm Leveraged by Robotic AI Chemists
Chemistry and material innovation is undergoing a transformative shift with the integration of
advanced computational and experimental technologies over the past few decades. More …
advanced computational and experimental technologies over the past few decades. More …
A multi-agent-driven robotic AI chemist enabling autonomous chemical research on demand
The successful integration of large language models (LLMs) into laboratory workflows has
demonstrated robust capabilities in natural language processing, autonomous task …
demonstrated robust capabilities in natural language processing, autonomous task …
Explainable Synthesizability Prediction of Inorganic Crystal Structures using Large Language Models
We evaluate the ability of machine learning to predict whether a hypothetical crystal
structure can be synthesized and explain those predictions to scientists. Fine-tuned large …
structure can be synthesized and explain those predictions to scientists. Fine-tuned large …
Explainable Synthesizability Prediction of Inorganic Crystal Polymorphs using Large Language Models
We evaluate the ability of machine learning to predict whether a hypothetical crystal
structure can be synthesized and explain those predictions to scientists. Fine-tuned large …
structure can be synthesized and explain those predictions to scientists. Fine-tuned large …
Physics-informed dual-objective optimization of high-entropy-alloy nanozymes by a robotic AI chemist
Engineering artificial nanozymes as substitutes for natural enzymes presents a significant
scientific challenge. High entropy alloys (HEAs) have emerged as promising candidates for …
scientific challenge. High entropy alloys (HEAs) have emerged as promising candidates for …
Im Weltall autonom synthetisieren
R Schmid, X Xiong - Nachrichten aus der Chemie, 2024 - Wiley Online Library
Sauerstoff auf dem Mars synthetisieren? Chinesische Forscher meinen, das sei eine
Aufgabe für einen Maschinenchemiker. Dafür muss er chemische Daten erfassen …
Aufgabe für einen Maschinenchemiker. Dafür muss er chemische Daten erfassen …