Alán Aspuru‐Guzik
Active 1997–2026
- Also published as
- Alán Aspuru-Guzik · Alan Aspuru-Guzik · Alan Aspuru‐Guzik · Alán Aspuru−Guzik
- 352
- Papers
- 71,139
- Citations
- 113
- h-index
- 278
- i10-index
Citations
Citation sources
Countries
Institutions
Fields
- Computer Science58.7%
- Materials Science13%
- Physics and Astronomy7.9%
- Engineering7.2%
- Biochemistry, Genetics and Molecular Biology5.1%
- Medicine2%
- Other6.1%
Topics
- Quantum Computing Algorithms and Architecture12.7%
- Quantum Information and Cryptography10.8%
- Machine Learning in Materials Science7.7%
- Computational Drug Discovery Methods7.6%
- Quantum and electron transport phenomena2.9%
- Neural Networks and Reservoir Computing2%
- Other56.3%
Coauthors
- AkshatKumar Nigam21
- Florian Häse21
- Riley J. Hickman21
- Benjamín Sánchez-Lengeling19
- Mario Krenn17
- Robert Pollice17
- Gary Tom15
- Jakob S. Kottmann15
- Matteo Aldeghi15
- Ryan Babbush15
- Luca A. Thiede14
- Marta Skreta13
- Daniel Flam-Shepherd12
- Pascal Friederich12
- Zijian Zhang12
- Abhinav Anand11
- Florian Shkurti11
- Jarrod R. McClean11
- Man‐Hong Yung11
- Matthias Degroote11
- Sagi Eppel11
- Alex Zhavoronkov10
- Animesh Garg10
- Christine Allen10
All papers
- A variational eigenvalue solver on a photonic quantum processor
Authors: Alberto Peruzzo, Jarrod R. McClean, Peter Shadbolt, Man‐Hong Yung, Xiaoqi Zhou, Peter J. Love, Alán Aspuru‐Guzik, Jeremy L. O’Brien - Nature Communications 2014 cited by 4,571
- Automatic chemical design using a data-driven continuous representation of molecules
Authors: Rafael Gómez‐Bombarelli, Jennifer N. Wei, David Duvenaud, José Miguel Hernández-Lobato, Benjamín Sánchez-Lengeling, Dennis Sheberla, Jorge Aguilera‐Iparraguirre, Timothy Hirzel, Ryan P. Adams, Alán Aspuru‐Guzik - ACS Central Science 2018 cited by 3,038
- Noisy intermediate-scale quantum algorithms
Authors: Kishor Bharti, Alba Cervera-Lierta, Thi Ha Kyaw, Tobias Haug, Sumner Alperin-Lea, Abhinav Anand, Matthias Degroote, Hermanni Heimonen, Jakob S. Kottmann, Tim Menke, Wai‐Keong Mok, Sukin Sim, L. C. Kwek, Alán Aspuru‐Guzik - Reviews of Modern Physics 2022 cited by 1,653
- The theory of variational hybrid quantum-classical algorithms
Authors: Jarrod R. McClean, Jonathan Romero, Ryan Babbush, Alán Aspuru‐Guzik - New Journal of Physics 2016 cited by 2,258
- Expressibility and Entangling Capability of Parameterized Quantum Circuits for Hybrid Quantum‐Classical Algorithms
Authors: Sukin Sim, Peter D. Johnson, Alán Aspuru‐Guzik - Advanced Quantum Technologies 2019 cited by 797
- Quantum Chemistry in the Age of Quantum Computing
Authors: Yudong Cao, Jonathan Romero, Jonathan P. Olson, Matthias Degroote, Peter D. Johnson, Mária Kieferová, Ian D. Kivlichan, Tim Menke, Borja Peropadre, Nicolas P. D. Sawaya, Sukin Sim, Libor Veis, Alán Aspuru-Guzik - Chemical Reviews 2019 cited by 1,419
- Quantum computational chemistry
Authors: Sam McArdle, Suguru Endo, Alán Aspuru‐Guzik, Simon C. Benjamin, Xiao Yuan - Reviews of Modern Physics 2020 cited by 1,642
- Deep learning enables rapid identification of potent DDR1 kinase inhibitors
Authors: Alex Zhavoronkov, Yan A. Ivanenkov, Alex Aliper, Mark S. Veselov, Vladimir Aladinskiy, Anastasiya V. Aladinskaya, Victor A. Terentiev, Daniil Polykovskiy, Maksim Kuznetsov, Arip Asadulaev, Yury Volkov, Artem Zholus, Rim Shayakhmetov, Alexander Zhebrak, Lidiya I. Minaeva, Bogdan Zagribelnyy, Lennart H. Lee, Richard Söll, David S. Madge, Xing Li, Tao Guo, Alán Aspuru‐Guzik - Nature Biotechnology 2019 cited by 1,493
- Inverse molecular design using machine learning: Generative models for matter engineering
Authors: Benjamín Sánchez-Lengeling, Alán Aspuru‐Guzik - Science 2018 cited by 2,148
- Simulated Quantum Computation of Molecular Energies
Authors: Alán Aspuru‐Guzik, Anthony D. Dutoi, Peter J. Love, Martin Head‐Gordon - Science 2005 cited by 1,466
- QSAR without borders
Authors: Eugene Muratov, Jürgen Bajorath, Robert P. Sheridan, Igor V. Tetko, Dmitry Filimonov, Vladimir Poroikov, Tudor I. Oprea, Igor I. Baskin, Alexandre Varnek, Adrián E. Roitberg, Olexandr Isayev, Stefano Curtalolo, Denis Fourches, Yoram Cohen, Alán Aspuru‐Guzik, David A. Winkler, Dimitris K. Agrafiotis, Artem Cherkasov, Alexander Tropsha - Chemical Society Reviews 2020 cited by 852
- AlphaFold accelerates artificial intelligence powered drug discovery: efficient discovery of a novel CDK20 small molecule inhibitor
Authors: Feng Ren, Xiao Ding, Min Zheng, Mikhail Korzinkin, Xin Cai, Wei Zhu, Alexey B. Mantsyzov, Alex Aliper, Vladimir Aladinskiy, Zhongying Cao, Shanshan Kong, Xi Long, Bonnie Hei Man Liu, Yingtao Liu, Vladimir Naumov, Anastasia Shneyderman, Ivan V. Ozerov, Ju Wang, Frank W. Pun, Daniil Polykovskiy, Chong Sun, Michael D. Levitt, Alán Aspuru‐Guzik, Alex Zhavoronkov - Chemical Science 2023 cited by 326
- Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems
Authors: Xuan Zhang, Limei Wang, Jacob Helwig, Youzhi Luo, Cong Fu, Yaochen Xie, Meng Liu, Yuchao Lin, Xu Zhao, Keqiang Yan, Keir Adams, Maurice Weiler, Xiner Li, Tianfan Fu, Yucheng Wang, Alex Strasser, Haiyang Yu, Yuqing Xie, Xiang Fu, Shenglong Xu, Yi Liu, Yuanqi Du, Alexandra Saxton, Hongyi Ling, Hannah R. Lawrence, H. Stärk, Shurui Gui, Carl N. Edwards, Nicholas Gao, Adriana Ladera, Tailin Wu, Elyssa F. Hofgard, Aria Mansouri Tehrani, Rui Wang, Ameya Daigavane, Montgomery Bohde, Jerry Kurtin, Qian Huang, Tuong Phung, Minkai Xu, Chaitanya K. Joshi, Simon V. Mathis, Kamyar Azizzadenesheli, Ada Fang, Alán Aspuru‐Guzik, Erik J. Bekkers, Michael M. Bronstein, Marinka Žitnik, Anima Anandkumar, Stefano Ermon, Píetro Lió, Rose Yu, Stephan Günnemann, Jure Leskovec, Heng Ji, Jimeng Sun, Regina Barzilay, Tommi Jaakkola, Connor W. Coley, Xiaoning Qian, Xiaofeng Qian, Tess Smidt, Shuiwang Ji - Foundations and Trends® in Machine Learning, Found. Trends Mach. Learn. 2025 cited by 141
- Potential of quantum computing for drug discovery
Authors: Yudong Cao, Jhonathan Romero, Alán Aspuru-Guzik - IBM Journal of Research and Development, IBM J. Res. Dev. 2018 cited by 351
- Quantum autoencoders for efficient compression of quantum data
Authors: Jonathan Romero, Jonathan P Olson, Alan Aspuru-Guzik - Quantum Science and Technology 2017 cited by 501
- Convolutional Networks on Graphs for Learning Molecular Fingerprints
Authors: David Duvenaud, Dougal Maclaurin, Jorge Aguilera-Iparraguirre, Rafael Gómez-Bombarelli, Timothy Hirzel, Alán Aspuru-Guzik, Ryan P. Adams - NIPS 2015 cited by 3,667
- Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models
Authors: Gabriel Lima Guimaraes, Benjamín Sánchez-Lengeling, Outeiral, Carlos, Pedro Luis Cunha Farias, Alán Aspuru‐Guzik - arXiv (Cornell University), CoRR 2017 cited by 499
- Machine learning directed drug formulation development
Authors: Pauric Bannigan, Matteo Aldeghi, Zeqing Bao, Florian Häse, Alán Aspuru‐Guzik, Christine Allen - Advanced Drug Delivery Reviews 2021 cited by 305
- Machine learning models to accelerate the design of polymeric long-acting injectables
Authors: Pauric Bannigan, Zeqing Bao, Riley J. Hickman, Matteo Aldeghi, Florian Häse, Alán Aspuru‐Guzik, Christine Allen - Nature Communications 2023 cited by 214
- Nanoparticle synthesis assisted by machine learning
Authors: Huachen Tao, Tianyi Wu, Matteo Aldeghi, Tony Wu, Alán Aspuru‐Guzik, Eugenia Kumacheva - Nature Reviews Materials 2021 cited by 517
- Autonomous Chemical Experiments: Challenges and Perspectives on Establishing a Self-Driving Lab
Authors: Martin Seifrid, Robert Pollice, Andrés Aguilar‐Granda, Zamyla Morgan Chan, Kazuhiro Hotta, Cher Tian Ser, Jenya Vestfrid, Tony Wu, Alán Aspuru‐Guzik - Accounts of Chemical Research 2022 cited by 267
- Machine-learned potentials for next-generation matter simulations
Authors: Pascal Friederich, Florian Häse, Jonny Proppe, Alán Aspuru‐Guzik - Nature Materials 2021 cited by 565
- Machine Learning for a Sustainable Energy Future
Authors: Zhenpeng Yao, Yanwei Lum, Andrew Johnston, Luis Martin Mejia-Mendoza, Xin Zhou, Yonggang Wen, Alán Aspuru-Guzik, Edward H. Sargent, Zhi Wei Seh - Nature Reviews Materials 2022 cited by 468
- Design of efficient molecular organic light-emitting diodes by a high-throughput virtual screening and experimental approach
Authors: Rafael Gómez‐Bombarelli, Jorge Aguilera‐Iparraguirre, Timothy Hirzel, David Duvenaud, Dougal Maclaurin, Martin A. Blood-Forsythe, Hyun Sik Chae, Markus Einzinger, Dong-Gwang Ha, Tony Wu, Γεώργιος Μαρκόπουλος, Soon-Ok Jeon, Hosuk Kang, Hiroshi Miyazaki, Masaki Numata, Sunghan Kim, Wenliang Huang, Seong Ik Hong, Marc A. Baldo, Ryan P. Adams, Alán Aspuru‐Guzik - Nature Materials 2016 cited by 1,124
