Research output per year
Research output per year
Personal profile
Education/Academic qualification
Doctoral degree, Natural Sciences, University College Cork National University of Ireland
Award Date: 1 Jan 2013
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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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Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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 AccessFile4 Downloads (Pure) -
Machine learning based modeling of disordered elemental semiconductors: understanding the atomic structure of a-Si and a-C
Caro, M. A., Apr 2023, In: Semiconductor Science and Technology. 38, 4, 26 p., 043001.Research output: Contribution to journal › Review Article › peer-review
Open AccessFile82 Downloads (Pure) -
Quantum-corrected thickness-dependent thermal conductivity in amorphous silicon predicted by machine learning molecular dynamics simulations
Wang, Y., Fan, Z., Qian, P., Caro, M. A. & Ala-Nissila, T., 1 Feb 2023, In: Physical Review B. 107, 5, p. 1-10 10 p., 054303.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile4 Citations (Scopus)6 Downloads (Pure) -
Accurate Computational Prediction of Core-Electron Binding Energies in Carbon-Based Materials: A Machine-Learning Model Combining Density-Functional Theory and GW
Golze, D., Hirvensalo, M., Hernández-León, P., Aarva, A., Etula, J., Susi, T., Rinke, P., Laurila, T. & Caro, M. A., 13 Jul 2022, In: Chemistry of Materials. 34, 14, p. 6240−6254Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile6 Citations (Scopus)43 Downloads (Pure) -
Addressing Dynamics at Catalytic Heterogeneous Interfaces with DFT-MD: Anomalous Temperature Distributions from Commonly Used Thermostats
Korpelin, V., Kiljunen, T., Melander, M. M., Caro, M. A., Kristoffersen, H. H., Mammen, N., Apaja, V. & Honkala, K., 24 Mar 2022, In: Journal of Physical Chemistry Letters. 13, 11, p. 2644-2652 9 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile8 Citations (Scopus)26 Downloads (Pure)
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NACAB - Caro: Nanocarbon materials for sustainable battery technology
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., Hernandez Leon, P., Veit, M. & Muhli, H.
01/01/2022 → 31/12/2024
Project: Academy of Finland: Other research funding
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NEXTCELL: Next generation interatomic potentials to simulate new cellulose based materials
01/09/2020 → 31/08/2025
Project: Academy of Finland: Other research funding
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NEXTCELL tutkimuskulut: Next-generation interatomic potentials to simulate new cellulose-based materials (NEXTCELL)
Caro Bayo, M., Veit, M., Ibragimova, R. & Kuklin, M.
01/09/2020 → 31/08/2023
Project: Academy of Finland: Other research funding
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Formation of CO, CH4 and CH3OH by electrochemical reduction of CO2
Caro Bayo, M., Heinolainen, A., Hernandez Leon, P., Pršlja, P., Kuklin, M., Kloppenburg, J. & Lehtomäki, J.
01/01/2020 → 31/12/2023
Project: Academy of Finland: Other research funding
Datasets
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GAP-20 machine learning force field for phosphorus
Deringer, V. L. (Creator), Caro Bayo, M. (Creator) & Csányi, G. (Creator), 13 Oct 2020
Dataset
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GAP interatomic potential for silicon
Caro Bayo, M. (Creator), 2021
DOI: 10.5281/zenodo.5734462, https://zenodo.org/record/5734463
Dataset
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General-purpose GAP potential for platinum
Kloppenburg, J. (Creator) & Caro Bayo, M. (Creator), 8 Dec 2022
Dataset
Activities
- 2 Hosting an academic visitor
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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
Miguel Caro Bayo (Host)
15 Feb 2016 → 19 Feb 2016Activity: Hosting a visitor types › Hosting an academic visitor
Press/Media
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Akatemiaohjelmarahoitusta tutkimusryhmille
Miguel Caro Bayo, Jan Deska, Riikka Puurunen, Ilkka Tittonen, Jaana Vapaavuori, Kati Miettunen & Risto Kosonen
22/12/2019
1 item of Media coverage
Press/Media: Media appearance
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Räätälöity hiilipinta nopeuttaa perinnöllisten sairauksien puhkeamisriskien löytämistä
15/11/2018
1 item of Media coverage
Press/Media: Media appearance
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Timantinkaltainen hiili syntyykin eri lailla kuin on uskottu – Suomalaistutkijat mukana ”merkittävässä läpimurrossa” yhdistämässä atomitason mallinnusta ja koneoppimista
19/04/2018
1 item of Media coverage
Press/Media: Media appearance
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Tutkijoiden läpimurto korjaa 30 vuotta vallinneen käsityksen: näin timantinkaltainen hiili oikeasti syntyy
19/04/2018
1 item of Media coverage
Press/Media: Media appearance