Unreasonable effectiveness of learning neural networks: From accessible states and robust ensembles to basic algorithmic schemes
Baldassi, Carlo, Borgs, Christian, Chayes, Jennifer T., Ingrosso, Alessandro, Lucibello, Carlo, Saglietti, Luca, Zecchina, Riccardo
Published in Proceedings of the National Academy of Sciences - PNAS (29.11.2016)
Published in Proceedings of the National Academy of Sciences - PNAS (29.11.2016)
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Journal Article
ChatGPT Research Group for Optimizing the Crystallinity of MOFs and COFs
Zheng, Zhiling, Zhang, Oufan, Nguyen, Ha L, Rampal, Nakul, Alawadhi, Ali H, Rong, Zichao, Head-Gordon, Teresa, Borgs, Christian, Chayes, Jennifer T, Yaghi, Omar M
Published in ACS central science (22.11.2023)
Published in ACS central science (22.11.2023)
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Journal Article
ChatGPT Chemistry Assistant for Text Mining and the Prediction of MOF Synthesis
Zheng, Zhiling, Zhang, Oufan, Borgs, Christian, Chayes, Jennifer T., Yaghi, Omar M.
Published in Journal of the American Chemical Society (16.08.2023)
Published in Journal of the American Chemical Society (16.08.2023)
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Journal Article
A GPT‐4 Reticular Chemist for Guiding MOF Discovery
Zheng, Zhiling, Rong, Zichao, Rampal, Nakul, Borgs, Christian, Chayes, Jennifer T., Yaghi, Omar M.
Published in Angewandte Chemie International Edition (13.11.2023)
Published in Angewandte Chemie International Edition (13.11.2023)
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Journal Article
Shaping the Water-Harvesting Behavior of Metal–Organic Frameworks Aided by Fine-Tuned GPT Models
Zheng, Zhiling, Alawadhi, Ali H., Chheda, Saumil, Neumann, S. Ephraim, Rampal, Nakul, Liu, Shengchao, Nguyen, Ha L., Lin, Yen-hsu, Rong, Zichao, Siepmann, J. Ilja, Gagliardi, Laura, Anandkumar, Anima, Borgs, Christian, Chayes, Jennifer T., Yaghi, Omar M.
Published in Journal of the American Chemical Society (27.12.2023)
Published in Journal of the American Chemical Society (27.12.2023)
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Journal Article
Single and Multi-Hop Question-Answering Datasets for Reticular Chemistry with GPT-4-Turbo
Rampal, Nakul, Wang, Kaiyu, Burigana, Matthew, Hou, Lingxiang, Al-Johani, Juri, Sackmann, Anna, Murayshid, Hanan S., AlSumari, Walaa A., AlAbdulkarim, Arwa M., Alhazmi, Nahla E., Alawad, Majed O., Borgs, Christian, Chayes, Jennifer T., Yaghi, Omar M.
Published in Journal of chemical theory and computation (22.10.2024)
Published in Journal of chemical theory and computation (22.10.2024)
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Journal Article
Tight bounds for mixing of the Swendsen–Wang algorithm at the Potts transition point
Borgs, Christian, Chayes, Jennifer T., Tetali, Prasad
Published in Probability theory and related fields (01.04.2012)
Published in Probability theory and related fields (01.04.2012)
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Journal Article
Image and data mining in reticular chemistry powered by GPT-4V
Zheng, Zhiling, He, Zhiguo, Khattab, Omar, Rampal, Nakul, Zaharia, Matei A, Borgs, Christian, Chayes, Jennifer T, Yaghi, Omar M
Published in Digital discovery (13.03.2024)
Published in Digital discovery (13.03.2024)
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Journal Article
A GPT‐4 Reticular Chemist for Guiding MOF Discovery
Zheng, Zhiling, Rong, Zichao, Rampal, Nakul, Borgs, Christian, Chayes, Jennifer T., Yaghi, Omar M.
Published in Angewandte Chemie (13.11.2023)
Published in Angewandte Chemie (13.11.2023)
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Journal Article
In Memoriam: Freeman Dyson (1923–2020)
Andrews, George E, Fröhlich, Júrg, Sills, Andrew V., Adler, Stephen L, Alladi, Krishnaswami, Bleher, Pavel, Chayes, Jennifer T, Lebowitz, Joel, Maldacena, Juan M, Montgomery, Hugh, Odlyzko, Andrew, Tracy, Craig, Widom, Harold, Yau, Horng-Tzer
Published in Notices of the American Mathematical Society (01.08.2021)
Published in Notices of the American Mathematical Society (01.08.2021)
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Journal Article
Random Subgraphs Of Finite Graphs: III. The Phase Transition For The n-Cube
Borgs, Christian, Chayes, Jennifer T., van der Hofstad, Remco, Slade, Gordon, Spencer, Joel
Published in Combinatorica (Budapest. 1981) (01.08.2006)
Published in Combinatorica (Budapest. 1981) (01.08.2006)
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Journal Article
The scaling window of the 2-SAT transition
Bollobás, Béla, Borgs, Christian, Chayes, Jennifer T., Kim, Jeong Han, Wilson, David B.
Published in Random structures & algorithms (01.05.2001)
Published in Random structures & algorithms (01.05.2001)
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Journal Article
A GPT-4 Reticular Chemist for Guiding MOF Discovery
Zheng, Zhiling, Zichao Rong, Rampal, Nakul, Borgs, Christian, Chayes, Jennifer T, Yaghi, Omar M
Published in arXiv.org (04.10.2023)
Published in arXiv.org (04.10.2023)
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Paper
Journal Article
Torpid mixing of some Monte Carlo Markov chain algorithms in statistical physics
Borgs, C., Chayes, J.T., Frieze, A., Jeong Han Kim, Tetali, P., Vigoda, E., Van Ha Vu
Published in 40th Annual Symposium on Foundations of Computer Science (Cat. No.99CB37039) (1999)
Published in 40th Annual Symposium on Foundations of Computer Science (Cat. No.99CB37039) (1999)
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Conference Proceeding
Journal Article
ChatGPT Chemistry Assistant for Text Mining and Prediction of MOF Synthesis
Zheng, Zhiling, Zhang, Oufan, Borgs, Christian, Chayes, Jennifer T, Yaghi, Omar M
Published in arXiv.org (20.07.2023)
Published in arXiv.org (20.07.2023)
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Paper
Journal Article
Image and Data Mining in Reticular Chemistry Using GPT-4V
Zheng, Zhiling, He, Zhiguo, Khattab, Omar, Rampal, Nakul, Zaharia, Matei A, Borgs, Christian, Chayes, Jennifer T, Yaghi, Omar M
Year of Publication 09.12.2023
Year of Publication 09.12.2023
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Journal Article