Kevin Maik Jablonka

Cette personne a quitté l’EPFL

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Publications associées (27)

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Using genetic algorithms to systematically improve the synthesis conditions of Al-PMOF

Berend Smit, Seyedmohamad Moosavi, Kevin Maik Jablonka, Christopher Patrick Ireland, Christoph Leopold Talirz, Fatmah Ebrahim, Nency Patricio Domingues

The synthesis of metal-organic frameworks (MOFs) is often complex and the desired structure is not always obtained. In this work, we report a methodology that uses a joint machine learning and experimental approach to optimize the synthesis conditions of A ...

NATURE PORTFOLIO2022

Prioritizing Mentorship as Scientific Leaders

Kevin Maik Jablonka, Júlio César De Souza Terra

Amer Chemical Soc2024

Using collective knowledge to assign oxidation states of metal cations in metal-organic frameworks

Berend Smit, Seyedmohamad Moosavi, Kevin Maik Jablonka, Daniele Ongari

Knowledge of the oxidation state of metal centres in compounds and materials helps in the understanding of their chemical bonding and properties. Chemists have developed theories to predict oxidation states based on electron-counting rules, but these can f ...

NATURE RESEARCH2021

The Role of Machine Learning in the Understanding and Design of Materials

Berend Smit, Seyedmohamad Moosavi, Kevin Maik Jablonka

Developing algorithmic approaches for the rational design and discovery of materials can enable us to systematically find novel materials, which can have huge technological and social impact. However, such rational design requires a holistic perspective ov ...

2020

Bias free multiobjective active learning for materials design and discovery

Berend Smit, Kevin Maik Jablonka, Shi-Lin Wang

The design rules for materials are clear for applications with a single objective. For most applications, however, there are often multiple, sometimes competing objectives where there is no single best material and the design rules change to finding the se ...

Nature Research2021

MOFChecker: a package for validating and correcting metal–organic framework (MOF) structures

Berend Smit, Kevin Maik Jablonka, Elias Moubarak, Yutao Li

MOFChecker, a package for MOF duplicate detection, geometric and charge error checking, and structure correction. ...

Royal Society of Chemistry (RSC)2025

Crossing the Valley of Death: A Holistic Approach to Assess the Potential of Sorbent-Based Carbon Capture Technologies

Berend Smit, Seyedmohamad Moosavi, Kevin Maik Jablonka, Elias Moubarak, Joren Jozef M. Van Herck

Elsevier BV2025