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):
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SDG 12 Responsible Consumption and Production
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Dive into the research topics where Joakim Jestilä 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
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Data-efficient reactive machine learning potentials for atomic layer deposition
Jestilä, J. & Karttunen, A., 5 May 2025.Research output: Contribution to conference › Poster › Scientific
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Direct Imaging of Chirality Transfer Induced by Glycosidic Bond Stereochemistry in Carbohydrate Self-Assemblies
Cai, S., Jestilä, J., Liljeroth, P. & Foster, A., 19 Mar 2025, In: Journal of the American Chemical Society. 147, 11, p. 9341-9351 11 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile11 Citations (Web of Science)59 Downloads (Pure) -
Frustration-Induced Many-Body Degeneracy in Spin −1/2 Molecular Quantum Rings
Li, D., Cao, N., Metzelaars, M., Silveira, O. J., Jestilä, J., Fumega, A., Nishiuchi, T., Lado, J., Foster, A. S., Kubo, T. & Kawai, S., 30 Jul 2025, In: Journal of the American Chemical Society. 147, 30, p. 26208-26217 10 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile9 Citations (Scopus)13 Downloads (Pure) -
Accelerated lignocellulosic molecule adsorption structure determination
Jestilä, J., Wu, N., Priante, F. & Foster, A., 12 Mar 2024, In: Journal of Chemical Theory and Computation. 20, 5, p. 2297-2312Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile4 Citations (Scopus)100 Downloads (Pure) -
Direct imaging of carbohydrate stereochemistry
Cai, S., Jestilä, J. S., Liljeroth, P. & Foster, A. S., 28 Oct 2024, (Submitted)Research output: Other contribution › Scientific
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SAMPALE: Towards realistic atomic layer deposition reaction models aided by enhanced sampling and machine learning
Jestilä, J. (Principal investigator)
01/09/2026 → 31/08/2030
Project: RCF Academy Research Fellow (new)
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CHEMI-SEMI: New chemistries for resource efficient semiconductor manufacturing
Karppinen, M. (Principal investigator), Linjala, J. (Project Member), Eskelinen, T. (Project Member), Riikonen, O. (Project Member), Ghiyasi, R. (Project Member), Jestilä, J. (Project Member), Karttunen, A. (Project Member), Philip, A. (Project Member), Israr, F. (Project Member), Mölsä, A. (Project Member) & Eklund, K. (Project Member)
01/01/2024 → 31/12/2026
Project: BF Co-Innovation
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Autoatomic: Atomic force microscopy, surface chemistry, organic molecules, biomolecules, machine learning, computer vision
Foster, A. (Principal investigator), Cao, N. (Project Member), Irandoost, F. (Project Member), Cabrera, L. (Project Member), Huang, J. (Project Member), Priante, F. (Project Member), Zinetti, F. (Project Member) & Jestilä, J. (Project Member)
01/09/2022 → 31/08/2026
Project: RCF Academy Project
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MIMIC
Foster, A. (Principal investigator), Oinonen, N. (Project Member), Alesafar, A. (Project Member), Kurki, L. (Project Member), Ranawat, Y. (Project Member), Jestilä, J. (Project Member), Korpela, P. (Project Member) & Silveira Júnior, O. (Project Member)
EU The Recovery and Resilience Facility (RRF)
01/01/2022 → 31/12/2024
Project: RCF Academy Project
Datasets
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Accelerated lignocellulosic molecule adsorption structure determination dataset
Jestilä, J. (Creator), Wu, N. (Creator), Priante, F. (Creator) & Foster, A. S. (Creator), Zenodo, 24 Nov 2023
DOI: 10.5281/zenodo.10202926, https://zenodo.org10202927
Dataset
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Computational gas-phase oligomerization equilibria of lithium precursors for atomic layer deposition
Jestilä, J. (Creator) & Karttunen, A. (Creator), Zenodo, 10 Apr 2026
Dataset
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Direct imaging of carbohydrate stereochemistry structural dataset
Jestilä, J. (Creator), Cai, S. (Contributor), Jestilä, J. (Contributor), Foster, A. (Supervisor) & Liljeroth, P. (Supervisor), Zenodo, 25 Oct 2024
DOI: 10.5281/zenodo.13990711, https://zenodo.org/records/13990712
Dataset
Activities
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Bachelor's thesis advisor
Jestilä, J. (Advisor)
1 Sept 2025 → 14 Dec 2025Activity: Academic assessments › Appointed supervisor or advisor of undergraduates at Higher Education Institutions.
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Data-efficient machine learning potentials for atomic layer deposition
Jestilä, J. (Speaker)
22 Jun 2025 → 27 Jun 2025Activity: Talk or presentation types › Conference presentation
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University of Oxford
Jestilä, J. (Visiting researcher)
22 Sept 2025 → 26 Sept 2025Activity: Visiting an external institution types › Visiting an external academic institution
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Master's Thesis advisor
Jestilä, J. (Advisor) & Foster, A. (Supervisor)
1 Aug 2024 → 31 Dec 2024Activity: Academic assessments › Appointed supervisor or advisor of undergraduates at Higher Education Institutions.
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Advances in machine learning for SPM analysis and structure search
Jestilä, J. (Speaker)
29 May 2024Activity: Talk or presentation types › Conference presentation