Materials Development for Flow Batteries with Help of Explainable AI

Laasonen, Kari (Principal investigator)
Jafari, Maryam (Project Member)
Khakpour, Reza (Project Member)
Farshadfar, Kaveh (Project Member)
Mahdian, Amir (Project Member)
Mäkinen, Mario (Project Member)

Department of Chemistry and Materials Science

Acronym	XAI-BAT-Aka
Status	Finished
Effective start/end date	01/01/2022 → 31/12/2024

Funding

EU The Recovery and Resilience Facility (RRF)

A Machine Learning-Guided Study of Structure-Reactivity Relationships in Diels-Alder Cycloadditions
Mahdian, A., Farshadfar, K. & Laasonen, K., 23 Jan 2026, In: Journal of Organic Chemistry. 91, 3, p. 1329-1336 8 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
3 Downloads (Pure)
Allylic Hydrogen Acidity of 1-Butene Derivatives Coordinated to Transition Metals─A Mechanistic Insight Including Carbonyl-Olefin Metathesis
Farshadfar, K., Song, Z. & Laasonen, K., 10 Mar 2025, In: Inorganic Chemistry. 64, 9, p. 4472–4482 11 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
1 Citation (Scopus)

59 Downloads (Pure)
Gold Is Not Palladium : Linear Selectivity in Gold-Catalyzed Heck-Type Arylation via an Allylic Deprotonation–Coupling (ADC) Mechanism
Farshadfar, K., Stranger, R., Ariafard, A. & Laasonen, K., 10 Nov 2025, In: Inorganic Chemistry. 64, 44, p. 22030-22038 9 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
2 Downloads (Pure)

Borane-Diazocarbonyl
Farshadfar, K. (Creator), GitHub, 11 Aug 2024
https://github.com/KavehFarshadfar/Borane-Diazocarbonyl
Dataset: Software or code