- 👋 Hi, I’m @SantiagoMorandi, chemical engineer and postdoc at the Institute of Chemical Research of Catalonia (ICIQ, Spain) in the research group of Prof. Núria López.
- 👀 I’m interested in heterogeneous catalysis (atomic-scale simulations, microkinetic modeling, transport phenomena), process engineering (Reactor design and process control), and Machine Learning.
- 🌱 My research focuses on the implementation of ML models (Graph neural networks and LLMs) in the field of atomistic modeling, and in the automated generation of chemical reaction networks.
- 💞️ I’m looking to collaborate on chemistry- and ML-related problems!
- 📫 Contact me by sending an email to santiagomorandi@yahoo.it
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Institute of Chemical Research of Catalonia (ICIQ)
- Tarragona, Spain
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16:33
(UTC +01:00) - https://orcid.org/0000-0003-0738-5612
- https://scholar.google.com/citations?user=JZHbyYYAAAAJ&hl=it&oi=ao
- https://orcid.org/0000-0003-0738-5612
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LopezGroup-ICIQ/care
LopezGroup-ICIQ/care PublicAutomated creation and manipulation of chemical reaction networks (CRNs) in heterogeneous catalysis, powered by state-of-the-art ML evaluators and Julia-solvers for microkinetic modelling.
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LopezGroup-ICIQ/gamenet_uq
LopezGroup-ICIQ/gamenet_uq PublicRepo of GAME-Net-UQ, a graph neural network with uncertainty quantification for predicting the DFT energy of adsorbed intermediates and transition states on monometallic surfaces.
Python 20
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LopezGroup-ICIQ/amuse
LopezGroup-ICIQ/amuse PublicCode repo of Automated MUltiscale Simulation Environment (AMUSE) for multiscale modeling of heterogenous catalytic reactions
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LopezGroup-ICIQ/pymkm
LopezGroup-ICIQ/pymkm PublicMicrokinetic modeling package for heterogeneous catalysis (both thermal and electro-catalytic systems).
Python 9
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