Kevin Maik Jablonka

Helmholtz Institute Jena — Germany

Materials Science · Physical Sciences

25h-index3.1kcitations140works14.62yr avg
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Research Topics

Machine Learning in Materials Science(57), Metal-Organic Frameworks: Synthesis and Applications(36), Computational Drug Discovery Methods(24), Various Chemistry Research Topics(11), X-ray Diffraction in Crystallography(10)

Publications140 total

PolyMetriX: an ecosystem for digital polymer chemistry
npj Computational Materials·2025Open Access
Perspective on artificial intelligence for accelerated materials design (AI4Mat) workshops in 2024
Machine Learning Science and Technology·2025Open Access
Consensus Prediction of Chemical Reactions with OCHEM-R Platform
Lecture notes in computer science·2025
Author Correction: Probing the limitations of multimodal language models for chemistry and materials research
Nature Computational Science·2025Open Access
PolyMetriX: An Ecosystem for Digital Polymer Chemistry
2025Open Access
Real AI advances require collaboration
Nature Reviews Chemistry·2025· 1 cited
Probing the limitations of multimodal language models for chemistry and materials research
Nature Computational Science·2025· 11 citedOpen Access
Kinetically guided exploration of photocatalytic reactions by combining automation with in situ measurements
2025Open Access
Lessons from the trenches on evaluating machine learning systems in materials science
Computational Materials Science·2025· 3 citedOpen Access
General-Purpose Models for the Chemical Sciences: LLMs and Beyond
arXiv (Cornell University)·2025· 1 citedOpen Access
A framework for evaluating the chemical knowledge and reasoning abilities of large language models against the expertise of chemists
Nature Chemistry·2025· 36 citedOpen Access
ChemPile: A 250GB Diverse and Curated Dataset for Chemical Foundation Models
arXiv (Cornell University)·2025· 1 citedOpen Access
Author response for "MOFChecker: A Package for Validating and Correcting Metal-Organic Framework (MOF) Structures"
2025
Author response for "MOFChecker: A Package for Validating and Correcting Metal-Organic Framework (MOF) Structures"
2025
PolyMetriX: An Ecosystem for Digital Polymer Chemistry
2025Open Access
Lessons from the trenches on evaluating machine-learning systems in materials science
arXiv (Cornell University)·2025· 1 citedOpen Access
MOFChecker: An algorithm for Validating and Correcting Metal-Organic Framework (MOF) Structures
2025· 1 citedOpen Access
Nonuniform Chiralization of Metal–Organic Frameworks Using Imine Chemistry
ACS Materials Au·2025Open Access
Crossing the Valley of Death: A Holistic Approach to Assess the Potential of Sorbent-Based Carbon Capture Technologies
SSRN Electronic Journal·2025Open Access
MOFChecker: a package for validating and correcting metal–organic framework (MOF) structures
Digital Discovery·2025· 13 citedOpen Access
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Frequent Co-authors

Berend Smit(40), Seyed Mohamad Moosavi(17), Philippe Schwaller(10), Daniele Ongari(9), Andres Ortega‐Guerrero(6), M.V. Gil(6), Luc Patiny(6), Susana García(6), Qianxiang Ai(5), Sauradeep Majumdar(5), Elias Moubarak(5), Joren Van Herck(5), Mara Schilling-Wilhelmi(5), Mehrdad Asgari(5), Beatriz Mouriño(4), Michael Pieler(4), Santiago Miret(4), Christopher P. Ireland(4), Nawaf Alampara(4), Andrew Dickson White(3)