Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctoral degree, Natural Sciences, University College Cork National University of Ireland
Award Date: 1 Jan 2013
Fingerprint
Dive into the research topics where Miguel Caro Bayo is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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Cluster-based multidimensional scaling embedding tool for data visualization
Hernandez Leon, P. & Caro, M. A., 9 May 2024, In: Physica Scripta . 99, 6, 20 p., 066004.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile15 Downloads (Pure) -
Experimental and Computational Study Toward Identifying Active Sites of Supported SnOx Nanoparticles for Electrochemical CO2 Reduction Using Machine-Learned Interatomic Potentials
Shi, J., Pršlja, P., Jin, B., Suominen, M., Sainio, J., Jiang, H., Han, N., Robertson, D., Košir, J., Caro, M. & Kallio, T., 25 May 2024, (E-pub ahead of print) In: Small. 2402190.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Experiment-Driven Atomistic Materials Modeling : A Case Study Combining X-Ray Photoelectron Spectroscopy and Machine Learning Potentials to Infer the Structure of Oxygen-Rich Amorphous Carbon
Zarrouk, T., Ibragimova, R., Bartók, A. P. & Caro, M. A., 29 May 2024, In: Journal of the American Chemical Society. 146, 21, p. 14645-14659 15 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile13 Downloads (Pure) -
A general-purpose machine learning Pt interatomic potential for an accurate description of bulk, surfaces, and nanoparticles
Kloppenburg, J., Pártay, L. B., Jónsson, H. & Caro, M. A., 7 Apr 2023, In: The Journal of chemical physics. 158, 13, 9 p., 134704.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile7 Citations (Scopus)93 Downloads (Pure) -
Exploring the configuration space of elemental carbon with empirical and machine learned interatomic potentials
Marchant, G. A., Caro, M. A., Karasulu, B. & Pártay, L. B., 27 Jul 2023, In: npj Computational Materials. 9, 1, 12 p., 131.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile7 Citations (Scopus)57 Downloads (Pure)
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XCALE: Adding physics-inspired interactions for fast and accurate machine-learning interatomic potentials across scales
Caro Bayo, M. (Principal investigator), Hernandez Leon, P. (Project Member), Veit, M. (Project Member), Zarrouk, T. (Project Member) & Muhli, H. (Project Member)
01/02/2024 → 31/01/2025
Project: EU: Framework programmes funding
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NEXTCELL Research costs: Next-generation interatomic potentials to simulate new cellulose-based materials (NEXTCELL)
Caro Bayo, M. (Principal investigator), Ibragimova, R. (Project Member), Pršlja, P. (Project Member) & Järvinen, K. (Project Member)
01/09/2023 → 31/08/2025
Project: Academy of Finland: Other research funding
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ATCAR: Uusien hiilipohjaisten materiaalien suunnittelu atomiskaalassa (ATCAR)
Caro Bayo, M. (Principal investigator), Zarrouk, T. (Project Member), Pršlja, P. (Project Member), Jana, R. (Project Member), Quliyeva, U. (Project Member) & Järvinen, K. (Project Member)
01/09/2023 → 31/08/2027
Project: Academy of Finland: Other research funding
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NACAB - Caro: Nanocarbon materials for sustainable battery technology
Caro Bayo, M. (Principal investigator), Front, A. (Project Member) & Zarrouk, T. (Project Member)
01/09/2022 → 31/08/2025
Project: Academy of Finland: Other research funding
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ExaFF: Exascale-ready machine learning force fields
Caro Bayo, M. (Principal investigator), Veit, M. (Project Member), Zarrouk, T. (Project Member), Muhli, H. (Project Member), Kloppenburg, J. (Project Member) & Hernandez Leon, P. (Project Member)
01/01/2022 → 31/12/2024
Project: Academy of Finland: Other research funding
Datasets
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GAP interatomic potential for PtAu:H nanoparticle simulation
Kloppenburg, J. (Creator) & Caro, M. A. (Creator), Zenodo, 13 May 2024
DOI: 10.5281/zenodo.11184038, https://zenodo.org/records/11184039
Dataset
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General-purpose GAP potential for platinum
Kloppenburg, J. (Creator) & Caro, M. A. (Creator), Zenodo, 8 Dec 2022
Dataset
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GAP general purpose interatomic potential for iron
Jana, R. (Creator) & Caro Bayo, M. (Creator), Zenodo, 11 Feb 2023
DOI: 10.5281/zenodo.7630368, https://zenodo.org/record/7630369
Dataset
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Platinum nanoparticle database
Kloppenburg, J. (Creator) & Caro, M. A. (Creator), Zenodo, 8 Dec 2022
DOI: 10.5281/zenodo.7415541, https://zenodo.org/record/7415542
Dataset
Activities
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CECAM/Psi-k School on Machine Learning Interatomic Potentials for Young and Early-Career Researchers
Veit, M. (Member) & Caro Bayo, M. (Organiser)
6 Nov 2023 → 10 Nov 2023Activity: Participating in or organising an event types › Membership of an organizing committee or other positions of trust of a conference or a seminar
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Volker Deringer
Miguel Caro Bayo (Host)
6 Dec 2017 → 19 Dec 2017Activity: Hosting a visitor types › Hosting an academic visitor
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Stefan Schulz
Caro Bayo, M. (Host)
15 Feb 2016 → 19 Feb 2016Activity: Hosting a visitor types › Hosting an academic visitor
Press/Media
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GLOBAL ROUND UP SECTOR WEEKLY: UNIVERSITY NEWSLETTER OF WEEK-ENDED JUL 24, 2022
25/07/2022
1 item of Media coverage
Press/Media: Media appearance
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Aalto University: Machine Learning Gives Material Science Researchers a Peek at the Answer Key
22/07/2022
1 item of Media coverage
Press/Media: Media appearance
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A model trained to predict spectroscopic profiles helps to decipher the structure of materials
21/07/2022
1 item of Media coverage
Press/Media: Media appearance
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,¬6m in funding for EuroHPC, quantum computing and high-performance computing
15/12/2021
2 items of Media coverage
Press/Media: Media appearance
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CSC has selected Mahti supercomputer Pilot Projects ...
Caro, M. A., Laasonen, K., Sand, A. & Foster, A.
16/03/2020
1 item of Media coverage
Press/Media: Media appearance