Research output per year
Research output per year
Personal profile
Education/Academic qualification
Bachelor's degree, Engineering and Technology, Aalto University
Award Date: 17 Jun 2016
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Dive into the research topics where Heikki Muhli 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
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Research output
- 1 Article
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Machine learning force fields based on local parametrization of dispersion interactions: Application to the phase diagram of C60
Muhli, H., Chen, X., Bartók, A. P., Hernández-León, P., Csányi, G., Ala-Nissila, T. & Caro, M. A., 6 Aug 2021, In: Physical Review B. 104, 5, 16 p., 054106.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile37 Citations (Scopus)238 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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GreenDigi/Ala-Nissilä: Experimental and Artificial-Intellience-Based Modeling of Optimal Effiency for Renewable Long-Term Heat Storages
Ala-Nissilä, T. (Principal investigator), Front, A. (Project Member), Muhli, H. (Project Member), Alipour, S. (Project Member), Wang, Y. (Project Member), Ghasemitarei, M. (Project Member), Vahid, H. (Project Member), George, A. (Project Member), Hashemi Petrudi, A. (Project Member) & Gyursánszky, C. (Project Member)
EU The Recovery and Resilience Facility (RRF)
01/01/2023 → 31/12/2025
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
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COMPEX: Towards accurate computational experimentation: machine-learning-driven simulation of nanocarbon synthesis
Caro Bayo, M. (Principal investigator), Hernandez Leon, P. (Project Member), Jana, R. (Project Member), Muhli, H. (Project Member), Kondati Natarajan, S. (Project Member), Zarrouk, T. (Project Member) & Wang, Y. (Project Member)
01/09/2019 → 31/08/2023
Project: Academy of Finland: Other research funding
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Computational study of fluorescent silver clusters with implications for biosensing and bioimaging applications
Chen, X. (Principal investigator), Makkonen, E. (Project Member), Lehtomäki, J. (Project Member), Fang, L. (Project Member) & Muhli, H. (Project Member)
01/09/2017 → 30/09/2020
Project: Academy of Finland: Other research funding
Datasets
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General purpose Gaussian approximation potential for P with Hirshfeld volumes for vdW corrections
Muhli, H. (Creator) & Caro, M. A. (Creator), Zenodo, 30 Oct 2024
DOI: 10.5281/zenodo.14013796, https://zenodo.org/records/14013797
Dataset
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GAP interatomic potential for C60
Muhli, H. (Creator) & Caro, M. A. (Contributor), Zenodo, 2021
DOI: 10.5281/zenodo.4616343, https://zenodo.org/record/4616343
Dataset