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Kevin Maik Jablonka

Helmholtz Institute for Polymers in Energy Applications Jena

25H-index
140Paper Count
3.2KCitation Count
Published Papers 32
Publication Date
General-Purpose Models for the Chemical Sciences: LLMs and Beyond
err2026-02-05
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errNawaf Alampara; Anagha Aneesh; Martiño Ríos-García; Adrian Mirza; Mara Schilling-Wilhelmi; Ali Asghar Aghajani; Meiling Sun; Gordan Prastalo; Kevin Maik Jablonka
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PolyMetriX: an ecosystem for digital polymer chemistry
err2025-10-21
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errSreekanth Kunchapu; Kevin Maik Jablonka
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Perspective on artificial intelligence for accelerated materials design (AI4Mat) workshops in 2024
err2025-10-10
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errSantiago Miret; Marta Skreta; Geemi Wellawatte; Stefano Martiniani; N M Anoop Krishnan; George Karypis; Kevin Maik Jablonka
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Author Correction: Probing the limitations of multimodal language models for chemistry and materials research
err2025-08-21
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errNawaf Alampara; Mara Schilling-Wilhelmi; Martiño Ríos-García; Indrajeet Mandal; Pranav Khetarpal; Hargun Singh Grover; N. M. Anoop Krishnan; Kevin Maik Jablonka
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Real AI advances require collaboration
err2025-08-14
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PREAI
errN. M. Anoop Krishnan; Kevin Maik Jablonka
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Probing the limitations of multimodal language models for chemistry and materials research
err2025-08-11
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errNawaf Alampara; Mara Schilling-Wilhelmi; Martiño Ríos-García; Indrajeet Mandal; Pranav Khetarpal; Hargun Singh Grover; N. M. Anoop Krishnan; Kevin Maik Jablonka
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Lessons from the trenches on evaluating machine learning systems in materials science
err2025-07-30
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errNawaf Alampara; Mara Schilling-Wilhelmi; Kevin Maik Jablonka
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A framework for evaluating the chemical knowledge and reasoning abilities of large language models against the expertise of chemists
err2025-05-20
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errMirza, Adrian; Alampara, Nawaf; Kunchapu, Sreekanth; Rios-Garcia, Martino; Emoekabu, Benedict; Krishnan, Aswanth; Gupta, Tanya; Schilling-Wilhelmi, Mara; Okereke, Macjonathan; Aneesh, Anagha; Asgari, Mehrdad; Eberhardt, Juliane; Elahi, Amir Mohammad; Elbeheiry, Hani M.; Gil, Maria Victoria; Glaubitz, Christina; Greiner, Maximilian; Holick, Caroline T.; Hoffmann, Tim; Ibrahim, Abdelrahman; Klepsch, Lea C.; Koester, Yannik; Kreth, Fabian Alexander; Meyer, Jakob; Miret, Santiago; Peschel, Jan Matthias; Ringleb, Michael; Roesner, Nicole C.; Schreiber, Johanna; Schubert, Ulrich S.; Stafast, Leanne M.; Wonanke, A. D. Dinga; Pieler, Michael; Schwaller, Philippe; Jablonka, Kevin Maik
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Nonuniform Chiralization of Metal-Organic Frameworks Using Imine Chemistry
err2025-02-04
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errNovotny, BA; Majumdar, S; Ortega-Guerrero, A; Jablonka, KM; Moubarak, E; Gasilova, N; Domingues, NP; Kessler, RA; Oveisi, E; Ebrahim, FM; Smit, B
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Assessment of fine-tuned large language models for real-world chemistry and material science applications
err2025-01-01
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errVan Herck, Joren; Gil, Maria Victoria; Jablonka, Kevin Maik; Abrudan, Alex; Anker, Andy S.; Asgari, Mehrdad; Blaiszik, Ben; Buffo, Antonio; Choudhury, Leander; Corminboeuf, Clemence; Daglar, Hilal; Elahi, Amir Mohammad; Foster, Ian T.; Garcia, Susana; Garvin, Matthew; Godin, Guillaume; Good, Lydia L.; Gu, Jianan; Xiao Hu, Noemie; Jin, Xin; Junkers, Tanja; Keskin, Seda; Knowles, Tuomas P. J.; Laplaza, Ruben; Lessona, Michele; Majumdar, Sauradeep; Mashhadimoslem, Hossein; Mcintosh, Ruaraidh D.; Moosavi, Seyed Mohamad; Mourino, Beatriz; Nerli, Francesca; Pevida, Covadonga; Poudineh, Neda; Rajabi-Kochi, Mahyar; Saar, Kadi L.; Hooriabad Saboor, Fahimeh; Sagharichiha, Morteza; Schmidt, K. J.; Shi, Jiale; Simone, Elena; Svatunek, Dennis; Taddei, Marco; Tetko, Igor; Tolnai, Domonkos; Vahdatifar, Sahar; Whitmer, Jonathan; Wieland, D. C. Florian; Willumeit-Roemer, Regine; Zuttel, Andreas; Smit, Berend
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Leveraging large language models for predictive chemistry
err2024-02-06
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errJablonka, Kevin Maik; Schwaller, Philippe; Ortega-Guerrero, Andres; Smit, Berend
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Prioritizing Mentorship as Scientific Leaders
err2024-01-10
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errDeng, Jacky M.; Ahmed, Salma Elgaili; Awoonor-Williams, Ernest; Banerjee, Progna; Barecka, Magda H.; Bickerton, Laura E.; Di Pietro, Silvina A.; Dorn, Stanna K.; Jablonka, Kevin Maik; Laudadio, Gabriele; Kreidt, Elisabeth; Mannochio-Russo, Helena; Terra, Julio; Wilkins, Olivia Harper; Yerneni, Saigopalakrishna S.; Yusuf, Maha
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Deep learning-based recommendation system for metal-organic frameworks (MOFs)
err2024-01-01
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errZhang, Xiaoqi; Jablonka, Kevin Maik; Smit, Berend
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In Search of Covalent Organic Framework Photocatalysts: A DFT-Based Screening Approach
err2023-05-26
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errMourino, Beatriz; Jablonka, Kevin Maik; Ortega-Guerrero, Andres; Smit, Berend
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An Ecosystem for Digital Reticular Chemistry
err2023-03-10
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errJablonka, Kevin Maik; Rosen, Andrew S.; Krishnapriyan, Aditi S.; Smit, Berend
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Machine learning for industrial processes: Forecasting amine emissions from a carbon capture plant
err2023-01-06
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errJablonka, Kevin Maik; Charalambous, Charithea; Fernandez, Eva Sanchez; Wiechers, Georg; Monteiro, Juliana; Moser, Peter; Smit, Berend; Garcia, Susana
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Biomass to energy: a machine learning model for optimum gasification pathways
err2023-01-01
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errGil, Maria Victoria; Jablonka, Kevin Maik; Garcia, Susana; Pevida, Covadonga; Smit, Berend
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14 examples of how LLMs can transform materials science and chemistry: a reflection on a large language model hackathon
err2023-01-01
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errJablonka, Kevin Maik; Ai, Qianxiang; Al-Feghali, Alexander; Badhwar, Shruti; Bocarsly, Joshua D.; Bran, Andres M.; Bringuier, Stefan; Brinson, L. Catherine; Choudhary, Kamal; Circi, Defne; Cox, Sam; de Jong, Wibe A.; Evans, Matthew L.; Gastellu, Nicolas; Genzling, Jerome; Gil, Maria Victoria; Gupta, Ankur K.; Hong, Zhi; Imran, Alishba; Kruschwitz, Sabine; Labarre, Anne; Lala, Jakub; Liu, Tao; Ma, Steven; Majumdar, Sauradeep; Merz, Garrett W.; Moitessier, Nicolas; Moubarak, Elias; Mourino, Beatriz; Pelkie, Brenden; Pieler, Michael; Ramos, Mayk Caldas; Rankovic, Bojana; Rodriques, Samuel G.; Sanders, Jacob N.; Schwaller, Philippe; Schwarting, Marcus; Shi, Jiale; Smit, Berend; Smith, Ben E.; Van Herck, Joren; Voelker, Christoph; Ward, Logan; Warren, Sean; Weiser, Benjamin; Zhang, Sylvester; Zhang, Xiaoqi; Zia, Ghezal Ahmad; Scourtas, Aristana; Schmidt, K. J.; Foster, Ian; White, Andrew D.; Blaiszik, Ben
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