Optimisation and Machine Learning in Systems Engineering
PhD Cambridge | UG UNAM 🇲🇽
he/him
https://www.optimlpse.co.uk/people/
#ReinforcementLearning 🤖
#BayesianOptimization 📈
#AutomatedModelDiscovery 🔬
#DataDrivenOptimization ⛰️
#ScientificLLMs 🧠
#ReactionPlanning ⚛️
📊 We analysed 𝟯𝗠+ 𝗷𝗼𝗯 𝗽𝗼𝘀𝘁𝘀, used embeddings to cluster them into 𝟭𝟬𝟬+ 𝗳𝗶𝗻𝗲-𝗴𝗿𝗮𝗶𝗻𝗲𝗱 𝘀𝗸𝗶𝗹𝗹𝘀, and LLMs to classify them as s𝘂𝗯𝘀𝘁𝗶𝘁𝘂𝘁𝗮𝗯𝗹𝗲, 𝗰𝗼𝗺𝗽𝗹𝗲𝗺𝗲𝗻𝘁𝗮𝗿𝘆, or 𝘂𝗻𝗮𝗳𝗳𝗲𝗰𝘁𝗲𝗱.
📊 We analysed 𝟯𝗠+ 𝗷𝗼𝗯 𝗽𝗼𝘀𝘁𝘀, used embeddings to cluster them into 𝟭𝟬𝟬+ 𝗳𝗶𝗻𝗲-𝗴𝗿𝗮𝗶𝗻𝗲𝗱 𝘀𝗸𝗶𝗹𝗹𝘀, and LLMs to classify them as s𝘂𝗯𝘀𝘁𝗶𝘁𝘂𝘁𝗮𝗯𝗹𝗲, 𝗰𝗼𝗺𝗽𝗹𝗲𝗺𝗲𝗻𝘁𝗮𝗿𝘆, or 𝘂𝗻𝗮𝗳𝗳𝗲𝗰𝘁𝗲𝗱.
Chapter with @marcopangallo.bsky.social forthcoming in @sfiscience.bsky.social volume #Economics #ComplexSystems Part IV
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Chapter with @marcopangallo.bsky.social forthcoming in @sfiscience.bsky.social volume #Economics #ComplexSystems Part IV
👇🧵
www.unive.it/web/en/8683/...
#Economics #ComplexSystems
www.unive.it/web/en/8683/...
#Economics #ComplexSystems
#ReinforcementLearning 🤖
#BayesianOptimization 📈
#AutomatedModelDiscovery 🔬
#DataDrivenOptimization ⛰️
#ScientificLLMs 🧠
#ReactionPlanning ⚛️
#ReinforcementLearning 🤖
#BayesianOptimization 📈
#AutomatedModelDiscovery 🔬
#DataDrivenOptimization ⛰️
#ScientificLLMs 🧠
#ReactionPlanning ⚛️
I’m a researcher in optimization and machine learning applied to chemical engineering.
Excited to connect, share ideas and science in this fresh space! 🚀
I’m a researcher in optimization and machine learning applied to chemical engineering.
Excited to connect, share ideas and science in this fresh space! 🚀